Financial and business data engineer.

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The <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-search?fpr=9n7kx3&amp;fp_sid=peerlist">Apple App Store Search API</a> turns App Store keyword search into structured JSON. Send a term and a country, and it returns the ranked list of apps for that keyword, with position, app and bundle IDs, developer, ratings, price, version, genres, and the search context on every row.It exists because there is no real search-ranking API from Apple. The old media search endpoint returns a different order than what users see, with no device targeting and no ASO fields. So App Store tracking in practice runs on a scraper consumed like an API: keyword in, the ranked result list out.Who uses it: ASO and mobile growth teams tracking keyword rankings over time, app developers watching competitor portfolios, market researchers comparing 50-plus country storefronts, and agent builders who want grounded answers about iOS apps.How it runs: from the Apify Console, over REST, or from Python. It is also MCP-ready, so Claude, Claude Code, and Cursor can search the store mid-conversation as a callable tool. Set property to developer to search developer names, or category_id to filter to one App Store category, and num and max_pages cap the spend.Pricing is pay per event: a small setup fee per run plus a per-app fee, so a quick keyword check is a few cents and a wide scan is a few dimes.Part of a family: pair it with the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-product-api?fpr=9n7kx3&amp;fp_sid=peerlist">Apple App Store Product API</a> for one app's full record and the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-reviews-api?fpr=9n7kx3&amp;fp_sid=peerlist">Apple App Store Reviews API</a> for review data. The intended pattern is search here, then fan out by app_id.Links: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-search?fpr=9n7kx3&amp;fp_sid=peerlist">Store listing</a> | <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-search/examples/check-app-store-keyword-rankings-for-meditation-apps?fpr=9n7kx3&amp;fp_sid=peerlist">Track keyword rankings task</a> | <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-search/examples/run-free-aso-keyword-research-with-raw-search-data?fpr=9n7kx3&amp;fp_sid=peerlist">Free ASO research task</a> | <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-search/examples/search-the-app-store-from-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Search from Claude via MCP</a>

Apple App Store Search API

Korea does not search on Google, it searches on Naver, and a Naver results page looks nothing like a Google SERP. The Naver Search API returns web, news, image, video, and shopping results from Naver as clean JSON rows, each tagged with its result_type, query, vertical, and position. Send a query in Korean or English, pick a vertical, and get back what Naver actually displayed, no developer registration or Korean-language signup flow.It is built for market researchers sizing Korean demand, SEO teams tracking rankings for brands that sell into Korea, and AI-agent builders who need grounded Korean search instead of translated guesses. Pricing is pay per result with no monthly minimum, and maxResultsPerQuery caps the spend on every query.Example Tasks and Use Cases<ul><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/get-naver-web-search-results?fpr=9n7kx3&amp;fp_sid=peerlist">Get Naver web search results</a> - the base recipe, Naver web organic results as flat JSON rows with positions.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/export-naver-search-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Naver search results to CSV</a> - the same run pointed straight at a spreadsheet for analysts.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/search-naver-news-by-keyword?fpr=9n7kx3&amp;fp_sid=peerlist">Search Naver news by keyword</a> - the news vertical with press, date, and snippet per story.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/monitor-samsung-coverage-with-naver-news-search?fpr=9n7kx3&amp;fp_sid=peerlist">Monitor Samsung coverage with Naver news search</a> - Korean brand and PR monitoring aimed at one company.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/search-naver-images-by-keyword?fpr=9n7kx3&amp;fp_sid=peerlist">Search Naver images by keyword</a> - image results with their own dimension fields.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/search-naver-video-results?fpr=9n7kx3&amp;fp_sid=peerlist">Search Naver video results</a> - video rows with channel, duration, and view counts.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/track-naver-keyword-rankings-for-kbeauty-brands?fpr=9n7kx3&amp;fp_sid=peerlist">Track Naver keyword rankings for K-beauty brands</a> - run a keyword list on a schedule and chart position over time.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/naver-search-api/examples/search-naver-from-claude-via-mcp-for-korean-research?fpr=9n7kx3&amp;fp_sid=peerlist">Search Naver from Claude via MCP for Korean research</a> - live Korean search as a tool call inside Claude.</li></ul>Works with MCPThe Actor runs over the Model Context Protocol, so Claude, Claude Code, Cursor, and other MCP clients can call it as a tool. Ask something like "what is trending in Korean news coverage of Samsung this week" and it returns structured rows with sources, no scraping code required.Keywords and TopicsNaver API, Naver search API, Naver scraper, Korean SERP data, Naver news scraper, Naver shopping data, Korean market research, Naver rank tracking, Korea SEO, Naver MCP tool.

Naver Search API for AI Agents

Every SEC-registered investment advisor in the United States sits in a public registry, but the raw bulk files are a data-engineering chore. The SEC Investment Advisors Search turns that registry into a query API: 250,000+ investment professionals and 15,000+ RIA firms, filterable by name, city, state, or CRD number, returned as structured JSON.Each contact links to its firm and carries a name, an email with a verification status, a phone number, a professional profile URL, the firm name with its CRD, and an office address. Records include timestamps and identifiers, so you can run it on a schedule and pull only what changed. You pay per contact returned, and contacts_limit caps the spend before a run starts.Who it is for: business development and sales teams selling into financial services, market researchers mapping how advisory firms distribute across geographies, and CRM operators enriching stale contact records with verified emails and firm associations.Example tasks and use cases<ul><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/secinvestmentadvisorcontacts/examples/build-an-ria-contact-list-for-new-york-city?fpr=9n7kx3&amp;fp_sid=peerlist">Build an RIA contact list for New York City</a> - the metro-area pattern: city plus state filters, firms and contacts together.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/secinvestmentadvisorcontacts/examples/build-financial-advisor-lead-lists-from-sec-data?fpr=9n7kx3&amp;fp_sid=peerlist">Build financial advisor lead lists from SEC data</a> - the general business development recipe, from filters to an outreach-ready sheet.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/secinvestmentadvisorcontacts/examples/download-sec-investment-advisor-data-as-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Download SEC investment advisor data as CSV</a> - runs in the Console and ends in a spreadsheet, no Python required.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/secinvestmentadvisorcontacts/examples/list-sec-registered-investment-advisors-in-texas?fpr=9n7kx3&amp;fp_sid=peerlist">List SEC registered investment advisors in Texas</a> - state-level coverage for territory planning and market sizing.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/secinvestmentadvisorcontacts/examples/prospect-sec-investment-advisors-from-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Prospect SEC investment advisors from Claude via MCP</a> - run advisor searches as a tool call inside Claude.</li></ul>Works with MCP Apify exposes Actors over the Model Context Protocol, so Claude, Claude Code, and Cursor can run advisor searches as a tool. "Find me RIA firms in Austin and pull their contacts" becomes a prompt instead of a script, and the structured records land in the conversation.Keywords and topics: SEC investment advisor data, RIA contacts API, financial advisor lead lists, Investment Adviser Public Disclosure, business development data, CRM enrichment, and MCP.Full details and setup are on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/SECInvestmentAdvisorContacts?fpr=9n7kx3&amp;fp_sid=peerlist">SEC Investment Advisors Search</a> project page.

SEC Investment Advisors Search API

If you sell to local businesses, Yelp is one of the best prospect databases that exists: ranked listings, review counts that signal how established a business is, price tiers, phone numbers, and neighborhoods. Getting that out of the site programmatically is the annoying part. The <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yelp-search-api?fpr=9n7kx3&amp;fp_sid=peerlist">Yelp Search API</a> on Apify does it for you: a search term and a location go in, and the ranked business listings come out as clean JSON.It returns one row per business with name, rating, review count, price tier, categories, phone, neighborhood, and the place IDs you need to pull full details later. Each result also carries a filters object listing the valid category, price, feature, and neighborhood refinements for that search, so you can discover legal filter values straight from the data. This makes it a practical base for local lead generation: build B2B lists by trade and metro, attach ratings and review counts to every prospect, or take a ranked snapshot of a local market.Example Tasks and Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yelp-search-api/examples/find-dentists-by-zip-code-for-b2b-lead-lists?fpr=9n7kx3&amp;fp_sid=peerlist">Find dentists by ZIP code for B2B lead lists</a> - ZIP-level targeting, the granularity most sales territories are drawn in.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yelp-search-api/examples/find-dentists-in-brooklyn-for-lead-generation?fpr=9n7kx3&amp;fp_sid=peerlist">Find dentists in Brooklyn for lead generation</a> - the metro version of the same play, ready to clone for your own city and niche.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yelp-search-api/examples/find-plumbers-in-chicago-for-lead-generation?fpr=9n7kx3&amp;fp_sid=peerlist">Find plumbers in Chicago for lead generation</a> - the pattern applied to home services, where review count doubles as a longevity signal.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yelp-search-api/examples/find-the-best-restaurants-in-newark?fpr=9n7kx3&amp;fp_sid=peerlist">Find the best restaurants in Newark</a> - rating sort for a market snapshot rather than a lead list.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yelp-search-api/examples/find-the-best-restaurants-in-oakland?fpr=9n7kx3&amp;fp_sid=peerlist">Find the best restaurants in Oakland</a> - the same search pointed at another coast: one saved task per market, run on demand.Works with MCPThrough Apify's MCP server, the Actor is callable from Claude, Claude Code, and Cursor as a tool. Ask "find the ten highest-rated plumbers in Chicago and give me their phone numbers" and the agent runs a real search instead of inventing plausible-sounding businesses. Setup is a one-time config.Pricing is pay per page: about one cent per results page (roughly 10 businesses) plus a one-cent setup fee, so a 100-listing pull costs about eleven cents. No subscription and no daily quota. New Apify accounts ship with free platform credit that covers early runs.A note on limits: the search results page does not show email addresses, full review text, or hours, so the Actor does not return those. It returns place IDs precisely so you can chain the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Yelp-Place-API?fpr=9n7kx3&amp;fp_sid=peerlist">Yelp Place API</a> for full detail and the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Yelp-Reviews-API?fpr=9n7kx3&amp;fp_sid=peerlist">Yelp Reviews API</a> for the review text. The <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api?fpr=9n7kx3&amp;fp_sid=peerlist">Google Local API</a> gives you the same market from Google's side for comparison.Keywords and Topicsyelp scraper, yelp search api, local lead generation, yelp mcp, business listings scraper, local business data, b2b lead lists, yelp data export, restaurant data api.

Yelp Search API for Lead Generation

The local pack is the map-plus-businesses block at the top of Google Search, and it decides who gets the call for "plumber near me" in every city. The Google Local API returns that block as clean JSON: business name, rating, review count, phone, hours, GPS coordinates, and place_id. Send a query and a city, target by country, language, and device, and pay per page of results. It is built for local SEO rank tracking, lead-list building, and AI agents that need real local business data.What it returnsEach local result comes back as one structured row: business name, rating, review count, address, phone, hours, GPS coordinates, and place_id. A desktop page holds about 20 businesses, a mobile page about 10, and billing is per page, so max_pages caps your spend. It returns phones and links, not email addresses, so email prospecting needs an enrichment step, and the pack is location and device specific, so a run reflects the city and device you asked for.Example Tasks &amp; Use CasesLead lists for home services, one trade per task:<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/build-a-roofer-contact-list-for-dallas-texas?fpr=9n7kx3&amp;fp_sid=peerlist">Build a roofer contact list for Dallas</a> - roofer names, phones, and ratings across the metro.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/find-hvac-contractor-leads-in-phoenix-arizona?fpr=9n7kx3&amp;fp_sid=peerlist">Find HVAC contractor leads in Phoenix</a> - HVAC prospects with phone numbers by city.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/find-local-plumber-leads-in-tampa-florida?fpr=9n7kx3&amp;fp_sid=peerlist">Find local plumber leads in Tampa</a> - plumbers from the local pack, ready for outreach.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/find-med-spas-in-scottsdale-with-ratings?fpr=9n7kx3&amp;fp_sid=peerlist">Find med spas in Scottsdale with ratings</a> - higher-ticket niche with review counts attached.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/find-dental-implant-leads-phoenix?fpr=9n7kx3&amp;fp_sid=peerlist">Find dental implant leads in Phoenix</a> - dental practices for a medical vertical.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/find-immigration-lawyer-leads-new-york?fpr=9n7kx3&amp;fp_sid=peerlist">Find immigration lawyer leads in New York</a> - professional-services prospecting by metro.Rank tracking for local SEO:<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/google-local-pack-rank-tracker-seo-agencies?fpr=9n7kx3&amp;fp_sid=peerlist">Google local pack rank tracker for SEO agencies</a> - the agency template for client position tracking.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/track-plumber-near-me-local-pack-rankings?fpr=9n7kx3&amp;fp_sid=peerlist">Track "plumber near me" local pack rankings</a> - covers the near-me query class.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/monitor-local-serp-visibility-for-dentist-seo?fpr=9n7kx3&amp;fp_sid=peerlist">Monitor local SERP visibility for dentist SEO</a> - ongoing visibility monitoring for one niche.No code, just a spreadsheet:<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api/examples/export-google-local-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Google Local results to CSV</a> - the Console-only path from search to sheet.Works with MCPThe Actor runs over the Model Context Protocol, so Claude, Claude Code, Cursor, and other MCP clients can call it as a tool. Ask "who ranks in the local pack for roofers in Denver, and what are their ratings?" and your agent runs it and answers from the live SERP, no scraping code required. See the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-local-api?fpr=9n7kx3&amp;fp_sid=peerlist">Google Local API</a> on Apify for setup.Keywords &amp; TopicsGoogle Local API, google local ai, google local data, local pack scraper, local SERP API, local rank tracker, local lead generation, Google Search local results, MCP tool for local business data.

Google Local API for AI Agents

Every stock trade a member of Congress makes is public record under the STOCK Act, filed as a Periodic Transaction Report on the House and Senate disclosure portals. Public does not mean usable: the filings are per-member documents split across two portals, and a fair number are scanned images. The Congress Financial Disclosures and Stock Trades API turns the whole record into a queryable dataset. Filter by member, ticker, or date range and get one clean JSON row per transaction: who traded, what, which direction, the filed amount bracket, and the dates and filing IDs to verify it.It is built for journalists doing accountability reporting, compliance and ESG teams screening for conflicts, quants testing whether disclosed trades carry signal, and transparency advocates who just want the record in a spreadsheet. Billing is per transaction returned with a hard cap you set, so a small query costs very little.Example Tasks &amp; Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/us-congress-financial-disclosures-and-stock-trading-data/examples/track-nancy-pelosi-stock-trades?fpr=9n7kx3&amp;fp_sid=peerlist">Track Nancy Pelosi stock trades</a> - the member-watch recipe: one last name, a date range, every disclosed transaction with brackets and filing IDs.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/us-congress-financial-disclosures-and-stock-trading-data/examples/track-congress-nvidia-stock-trades?fpr=9n7kx3&amp;fp_sid=peerlist">Track congress Nvidia stock trades</a> - flip the question to who in Congress is trading one ticker, with the same pattern ready for Tesla, Apple, and more.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/us-congress-financial-disclosures-and-stock-trading-data/examples/track-congress-tesla-stock-trades?fpr=9n7kx3&amp;fp_sid=peerlist">Track congress Tesla stock trades</a> - every disclosed Tesla transaction across all members, brackets and dates included.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/us-congress-financial-disclosures-and-stock-trading-data/examples/get-congress-stock-disclosures-last-year?fpr=9n7kx3&amp;fp_sid=peerlist">Get congress stock disclosures last year</a> - date range only, which produces the base dataset for any across-all-members analysis.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/us-congress-financial-disclosures-and-stock-trading-data/examples/track-us-congress-stock-trades-daily?fpr=9n7kx3&amp;fp_sid=peerlist">Track US congress stock trades daily</a> - pair it with an Apify Schedule so new disclosures land in your dataset the day they are filed, the way newsroom tip sheets get built.Works with MCPThe Actor runs over MCP, so Claude, Claude Code, and Cursor can call it as a tool. Ask which members traded semiconductor stocks this quarter and the agent returns rows with filing IDs instead of recollection. Start from the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/us-congress-financial-disclosures-and-stock-trading-data?fpr=9n7kx3&amp;fp_sid=peerlist">Congress Financial Disclosures and Stock Trades API</a>.Honest limitsFilings trail trades by 30 to 45 days under the reporting deadline, so this is research data, not a live feed. Amounts are the brackets members file (for example $1,001 to $15,000), because exact values do not exist in the source. Rows flagged as image quality came through OCR, so spot-check those against the source PDF when a number matters.Keywords &amp; Topicscongress stock trades api, track congress stock trades, congressional trading data, STOCK Act disclosures, periodic transaction reports, political trading tracker, accountability data API, MCP tool for AI agents.

US Congress Stock Trades API

The Yandex Reverse Image Search API turns any image URL into structured JSON. Give it a public image link and it queries Yandex's reverse image engine to find where that image appears online, visually similar images, other resolutions of the same file, product matches with prices, descriptive tags, and an entity card when the subject is recognizable. Every row is labeled by result_type, and toggles let you pick which kinds of matches a run returns. Billing is pay per result with a hard cap you set, so a small test run costs very little.It is built for photographers and brands tracking unauthorized image use, fact-checkers and OSINT researchers tracing a photo to its first appearance, and e-commerce teams hunting marketplace listings that copy their product photos.Example Tasks &amp; Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yandex-reverse-image-search/examples/reverse-image-search-with-yandex-results-as-json?fpr=9n7kx3&amp;fp_sid=peerlist">Reverse image search with Yandex, results as JSON</a> - the base call: one image URL in, typed result rows out, ready for CSV or a database.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yandex-reverse-image-search/examples/find-where-an-image-appears-online-with-yandex?fpr=9n7kx3&amp;fp_sid=peerlist">Find where an image appears online with Yandex</a> - matching pages with title, link, and snippet for usage tracking and takedowns.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yandex-reverse-image-search/examples/trace-an-image-to-its-original-source-with-yandex?fpr=9n7kx3&amp;fp_sid=peerlist">Trace an image to its original source with Yandex</a> - other sizes and earlier appearances for provenance and fact-checking work.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yandex-reverse-image-search/examples/find-visually-similar-images-from-an-image-url?fpr=9n7kx3&amp;fp_sid=peerlist">Find visually similar images from an image URL</a> - lookalikes with thumbnails and source links for ML datasets and content curation.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yandex-reverse-image-search/examples/find-products-from-an-image-with-yandex?fpr=9n7kx3&amp;fp_sid=peerlist">Find products from an image with Yandex</a> - e-commerce listings that match a product photo, with prices, for counterfeit detection.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yandex-reverse-image-search/examples/reverse-image-search-in-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Reverse image search in Claude via MCP</a> - run the whole thing as a tool call from an AI agent, no scraping code.Works with MCPThe Actor runs over MCP, so Claude, Claude Code, and Cursor can call it as a tool. Paste an image URL into a conversation and ask where else it appears online, and the agent returns structured rows straight from Yandex. Start from the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/yandex-reverse-image-search?fpr=9n7kx3&amp;fp_sid=peerlist">Yandex Reverse Image Search API</a>.Keywords &amp; Topicsreverse image search api, reverse image search, image usage tracking, brand protection, counterfeit detection, source hunting, OSINT image search, visual search API, Yandex images, MCP tool for AI agents.

Yandex Reverse Image Search API

The Google Scholar API scrapes Google Scholar at scale and returns clean, structured JSON. One actor covers six modes: search research papers, pull citation formats (MLA, APA, Chicago, Harvard, and Vancouver, plus BibTeX and EndNote export links), fetch author profiles with h-index and i10-index, page through an author's full publication list, view per-article citation history, and map an author's co-author network. Built for literature reviews, bibliometrics, citation tracking, and academic AI agents. Call it from code, a no-code tool, or an MCP client, with no quotas to manage.Pricing is pay-per-event: $0.02 setup per run, then $0.02 per page or call. A five-page search runs about $0.12, and a single author profile is $0.04. No subscription.Example Tasks &amp; Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-scholar-api/examples/get-citation-counts-for-every-paper-by-an-author?fpr=9n7kx3&amp;fp_sid=peerlist">Get citation counts for every paper by an author</a> - an author's full publication list with citation counts, years, and links, ready for an h-index dashboard.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-scholar-api/examples/find-papers-citing-attention-is-all-you-need?fpr=9n7kx3&amp;fp_sid=peerlist">Find papers citing Attention Is All You Need</a> - walk the citation tree of any landmark paper with the cites input.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-scholar-api/examples/search-google-scholar-from-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Search Google Scholar from Claude via MCP</a> - run a scholarly search from an AI agent and get structured results with citations.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-scholar-api/examples/export-google-scholar-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Google Scholar Results to CSV</a> - run a search, then download the dataset as CSV, JSON, or Excel.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-scholar-api/examples/google-scholar-api-for-papers-authors-and-citations?fpr=9n7kx3&amp;fp_sid=peerlist">Google Scholar API: Papers, Authors and Citations</a> - the broad starter that shows papers, author profiles, and citation records together.Works with MCPThe actor runs over the hosted Apify MCP server, so you can add it as a tool in Claude, Cursor, or any MCP client. Ask "pull Geoffrey Hinton's h-index and citation history" or "find the 20 newest papers on retrieval augmented generation" and the agent picks the right mode and runs it, no scraping code.It reads the same public result pages a browser sees, so coverage reflects what Google Scholar shows; it is not a curated bibliographic database, and pagination stops when Scholar runs out of matches.Keywords &amp; Topicsgoogle scholar api, google scholar scraper, google scholar mcp, citation tracking, bibliometrics, h-index, i10-index, author profiles, academic research API, literature review automation.

Google Scholar API for AI Agents

Google Maps Places Scraper pulls business listings from Google Maps in bulk and returns clean, structured JSON. Give it a search term and a location, and it returns one row per place with the business name, full address, latitude and longitude, rating and review count, category, phone number, website, opening hours, price level, and Google's own place IDs. No Google Cloud project, no API key, and it exports to CSV, Excel, or JSON.It is built for bulk research and lead lists, not contact enrichment. It returns phone numbers and websites but does not collect email addresses, individual review text, or popular-times data. Pricing is pay per result: you are charged only for the unique places you receive, starting at $0.002 per place on the Free plan, about $2 per 1,000 places.Example Tasks and Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/find-roofing-contractor-leads-in-tampa-with-phone-numbers?fpr=9n7kx3&amp;fp_sid=peerlist">Find roofing contractor leads in Tampa</a> - local trade leads with phone numbers, ready for a call sheet.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/extract-phone-numbers-from-google-maps-by-zip-code?fpr=9n7kx3&amp;fp_sid=peerlist">Extract phone numbers from Google Maps by zip code</a> - geography-first outreach lists, one postal area at a time.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/build-a-list-of-med-spas-in-miami-with-phone-numbers?fpr=9n7kx3&amp;fp_sid=peerlist">Build a list of med spas in Miami</a> - focused vertical lead lists by niche and city.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/extract-local-business-leads-from-google-maps-by-api?fpr=9n7kx3&amp;fp_sid=peerlist">Extract local business leads by API</a> - fire searches programmatically and get JSON leads for your CRM.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/generate-local-leads-in-claude-via-google-maps-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Generate local leads in Claude via MCP</a> - ask an AI agent in plain language, no code.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/export-google-maps-places-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Google Maps places to CSV</a> - one search to a shareable spreadsheet.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/piliang-daochu-google-ditu-shangjia-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Bulk export Google Maps businesses to CSV</a> - the CSV workflow documented for Chinese-speaking users.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples/luoshanji-zhongcanguan-mingdan-dianhua?fpr=9n7kx3&amp;fp_sid=peerlist">Build a Los Angeles restaurant list with phone numbers</a> - cuisine-and-city restaurant lists.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api/examples?fpr=9n7kx3&amp;fp_sid=peerlist">Browse all runnable examples</a>Works with MCPThe scraper runs over the Apify MCP server, so you can wire it into Claude or any MCP client as a tool. Ask "roofing contractors in Tampa with phone numbers" and it returns structured rows, no scraping code. See the full project and pricing on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-places-api?fpr=9n7kx3&amp;fp_sid=peerlist">Google Maps Places Scraper page</a>.Keywords and TopicsGoogle Maps scraper, Google Maps places API, local business data, lead generation, business listings, GPS coordinates, place data extraction, bulk Google Maps export.

Google Maps Places Scraper API

The Google Forums API turns Google Search's Forums tab into structured JSON. Send a query, get back forum threads, Q&amp;A posts, and community discussions from Reddit, Quora, LinkedIn, and niche forums, one dataset item per results page.Every thread record carries the rank, title, URL, source, snippet, displayed metadata, and post date. Each response also includes the effective query and localization context, total match counts, pages processed, and pagination state. The source field is the useful one: filter to Reddit only, or deliberately exclude it to surface the smaller forums where domain experts actually post.It runs as an MCP tool, so Claude, Claude Code, or Cursor can call it directly. Add the server URL and ask in plain language for the threads where people compare two products, or the top complaints about a competitor. The agent builds the input, runs it, and reads the JSON back.Localization covers 40 plus country and language markets. You can restrict the language of the results themselves rather than just the interface, stop Google from autocorrecting a deliberately odd query, suppress duplicates, emulate desktop, mobile, or tablet, and drain every available page.Common uses: brand and product sentiment monitoring across communities, competitor churn research, market research before building a feature, RAG corpus building from real conversations, and SEO or editorial research.Pricing is pay per event: a small setup charge per run plus roughly two cents per results page, and a page is about ten threads. A daily brand monitor on one query costs a few dollars a month.Worked examples on the Actor page cover finding Reddit threads that mention your brand, competitor analysis, market research, scraping the Forums tab into a dataset, and driving the whole thing from Claude via MCP.

Google Forums API for AI Agents

The <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api?fpr=9n7kx3&amp;fp_sid=peerlist">Google Images API</a> scrapes Google Images in bulk and returns clean, structured JSON: the full-size image URL with width and height, a thumbnail, the source site and domain, the page the image appears on, and the query and position it ranked at. Pass one or more queries, set how many results you want per query, and optionally localize by country and language. Pay per image from $0.10 per 1,000 results, with no setup or per-run fee.It is the fast, cheap way to get bulk image search data for training datasets, SEO and brand research, moodboards, or an AI agent. It does not download the raw image files, run reverse-image search, or do visual de-duplication; it hands you the image search results as data, and you follow the link to fetch a file yourself.Example Tasks &amp; Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/get-google-images-results-without-an-api-key?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Images results without an API key</a> - Search Google Images with no key and no quota setup, and pay only for the images that come back.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/download-google-images-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Download Google Images results to CSV</a> - Export image URL, dimensions, thumbnail, source site, domain, and page link for every result to a spreadsheet.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/run-image-serp-research-in-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Run image SERP research in Claude via MCP</a> - Do Google Images SERP research inside Claude with the Actor added as an MCP tool.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/build-image-dataset-for-machine-learning?fpr=9n7kx3&amp;fp_sid=peerlist">Build an image dataset for machine learning</a> - Pass class labels as queries and pull thousands of labeled image URLs with dimensions for a vision pipeline.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/get-google-images-results-in-python?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Images results in Python</a> - Call the API from Python with the apify-client package for any keyword.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/pull-google-images-into-n8n?fpr=9n7kx3&amp;fp_sid=peerlist">Pull Google Images into n8n by API</a> - Wire image results into an n8n workflow with the community node for a no-code monitor.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/find-high-resolution-images-by-keyword?fpr=9n7kx3&amp;fp_sid=peerlist">Find high-resolution images by keyword</a> - Filter on width and height to surface only the large images for print, hero shots, or design.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-images-api/examples/track-google-images-rankings?fpr=9n7kx3&amp;fp_sid=peerlist">Track Google Images rankings for a keyword</a> - Run on a schedule and watch how the images ranking for your brand or product shift over time.Works with MCPThe Actor runs over the Model Context Protocol, so AI agents in Claude, Cursor, or ChatGPT can call it as a tool. Add the hosted Apify MCP server and ask something like "get me 100 image results for vintage road bikes," and the agent works with the JSON directly, no scraping code.Keywords &amp; TopicsGoogle Images API, Google Images scraper, bulk image search, image dataset for machine learning, image SERP research, high-resolution image search, image rank tracking, pay-per-result scraping, MCP tool for AI agents.

Google Images API for AI Agents

Get Google Maps directions between any origin and destination as structured JSON. Driving, transit, walking, cycling, flight, and two-wheeler route options come back in a single call, each with distance, ETA, traffic-aware duration ranges, and turn-by-turn steps. No Google Cloud key, no per-element quotas, no billing setup.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-directions-api?fpr=9n7kx3&amp;fp_sid=peerlist">Google Maps Directions API on Apify Store</a>Why it exists. The official maps API is rate limited, quota bound, and billed per element, and it makes you stand up a Google Cloud project before you can measure a single drive time. A plain scraper hands back messy HTML you still have to parse. This Actor sits in between: send an origin and a destination, get every route option as clean JSON.What comes back. best_duration and best_distance for the recommended option (formatted like 3 hr 38 min and 215 miles), a directions array with each option carrying its mode, via summary, and turn-by-turn trips, typical_duration_range for the traffic-aware spread, a durations array comparing travel time across every mode for the same pair, places_info with resolved addresses, place IDs, and GPS coordinates, and a google_maps_directions_url that opens the same route in a browser.Flexible input. Provide addresses, GPS coordinates, or Google Maps place IDs. Avoid tolls, highways, or ferries. Set a departure or arrival time with time_type and time_value, which matters most for transit and also informs driving traffic estimates. Choose miles or kilometers. Coordinates take precedence over place ID, which takes precedence over address.MCP-ready for AI agents. The Actor is MCP-server-compatible, so Claude, Cursor, and any other MCP client can call it as a tool through Apify hosted MCP server at https://mcp.apify.com/?tools=actors,docs,johnvc/google-maps-directions-api. Your agent answers "how long is the drive from A to B in current traffic?" with live data instead of guessing. A trip-planning agent works out drive time between stops; a logistics agent prices a delivery lane; a support agent answers "how far is it?" in conversation.Built for schedules. One run answers one question, but a route ETA is not a constant. Save a task per corridor you watch (a delivery lane, a commute, a store-to-store leg), attach a schedule, and distance, ETA, and traffic-aware duration refresh every morning or every six hours. One schedule can trigger many tasks at once, so a whole set of routes refreshes in a single pass. Push each run into Supabase and you have a route history you can analyze.Pricing. Pay-per-event and predictable: $0.01 setup per run plus $0.015 per route lookup, so one lookup is $0.025 flat. That single charge covers every route option the default best mode returns.Integrations. An n8n community node (n8n-nodes-google-maps-directions-api) ships with it, and it connects to Make, Zapier, Slack, and webhooks on ACTOR.RUN.SUCCEEDED through Apify integrations.Ready-to-run tasks:<ul><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-directions-api/examples/get-google-maps-directions-via-mcp-in-ai-agents?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Maps directions via MCP in AI agents</a></li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-directions-api/examples/get-google-maps-directions-in-claude-cowork?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Maps directions in Claude Cowork</a></li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-directions-api/examples/get-google-maps-directions-by-api-as-json?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Maps directions by API as JSON</a></li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-directions-api/examples/get-google-maps-directions-without-api-key?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Maps Directions without an API key</a></li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-maps-directions-api/examples/travel-time-between-two-addresses?fpr=9n7kx3&amp;fp_sid=peerlist">Get travel time between two addresses by API</a></li></ul>Python examples: https://github.com/johnisanerd/Apify-Google-Maps-Directions-API

Google Maps Directions API for AI Agents

DuckDuckGo does not personalize search results, so the same query returns the same page for everyone in a region. That makes it the cleanest source for rank tracking, competitive research, and giving an AI agent reliable web results. This Actor returns DuckDuckGo search as structured JSON: organic results, ads, knowledge graph, news, inline images and videos, and related searches, one dataset item per page.Set a query, pick from 40+ regions, choose a safe-search level, and page as deep as you need. There is no monthly rental and no browser to run. It is pay-per-event and works from the API, from MCP, or as an n8n node.What it returns per page<ul><li>Organic results with title, link, snippet, and position</li><li>Ads, knowledge graph, and news blocks when DuckDuckGo shows them</li><li>Inline images and videos, plus related searches</li></ul>Example tasks and use cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/DuckDuckGo-Scraper-for-serp-rankings/examples/add-duckduckgo-web-search-to-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Add DuckDuckGo web search to Claude via MCP</a> - give Claude a private web search tool it can call in the middle of a conversation.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/DuckDuckGo-Scraper-for-serp-rankings/examples/scrape-duckduckgo-search-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Scrape DuckDuckGo search results to CSV</a> - run a query and download a clean CSV of organic results for a spreadsheet or BI tool.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/DuckDuckGo-Scraper-for-serp-rankings/examples/check-your-domain-rankings-on-duckduckgo?fpr=9n7kx3&amp;fp_sid=peerlist">Check your domain rankings on DuckDuckGo</a> - find exactly where your domain sits, with no personalization skewing the position.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/DuckDuckGo-Scraper-for-serp-rankings/examples/check-your-podcast-search-rankings-on-duckduckgo?fpr=9n7kx3&amp;fp_sid=peerlist">Check your podcast search rankings on DuckDuckGo</a> - track how a show surfaces for its topic terms as episodes ship.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/DuckDuckGo-Scraper-for-serp-rankings/examples/monitor-duckduckgo-news-for-a-topic?fpr=9n7kx3&amp;fp_sid=peerlist">Monitor DuckDuckGo news for a topic</a> - filter to the past day or week and pull fresh news for a brand or subject.Works with MCPThe Actor runs over the Apify MCP server, so Claude, Cursor, or any MCP client can call it as a tool. Ask "search DuckDuckGo for best cold brew coffee maker in us-en and list the top 10 with positions" and it returns structured rows, no scraping code. See the full listing and pricing on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/DuckDuckGo-Scraper-for-serp-rankings?fpr=9n7kx3&amp;fp_sid=peerlist">DuckDuckGo Search API</a> page.Keywords and topicsDuckDuckGo search API, DuckDuckGo scraper, SERP API, rank tracking, private search, SEO monitoring, AI agent web search, structured search results.

DuckDuckGo Search API for AI Agents

Google Shopping API turns a Google Shopping search into clean, structured JSON. Send a product query and get back live product listings: titles, prices, sellers, ratings, delivery info, and sale tags, for any query in any country. It runs on Apify with pay-per-event pricing, about $0.04 for a page of roughly 40 products, so you only pay for the results you pull.What it returnsFor each product you get the title and product ID, the display price and a numeric extracted price, the old price on sale items, the seller name, rating and review count, a snippet, badge extensions like "20% off", delivery info, a thumbnail, and the product link. Filter by minimum and maximum price, sort cheapest or most expensive first, and restrict to free-shipping or on-sale items. Target any market with gl, hl, location, and google_domain. It returns roughly 40 products per page and max_pages controls how deep you go. It reads what Google Shopping publicly shows, prices are localized by your country and language settings, and the filters list comes back on the first page only.Example Tasks and Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/air-fryer-price-tracker-deals-api?fpr=9n7kx3&amp;fp_sid=peerlist">Track air fryer prices and deals across retailers</a> - watch a category and pull every seller's price, sale marker, rating, and link.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/espresso-machine-price-tracker-deals-api?fpr=9n7kx3&amp;fp_sid=peerlist">Track espresso machine prices and deals by brand</a> - compare coffee machine prices and discounts across sellers.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/track-ps5-pro-prices-across-retailers?fpr=9n7kx3&amp;fp_sid=peerlist">Track PS5 Pro prices across retailers</a> - every retailer's PS5 Pro listing with seller, price, and product link.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/dyson-airwrap-price-tracker-deals-api?fpr=9n7kx3&amp;fp_sid=peerlist">Track Dyson Airwrap prices and deals by retailer</a> - hair tool prices and deals grouped by retailer.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/google-shopping-prices-python-api?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Shopping prices in Python</a> - product prices as clean JSON from a simple Python call.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/check-live-product-prices-in-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Check live product prices in Claude via MCP</a> - live price checks in chat, with sellers and deals.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/export-google-shopping-products-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Google Shopping products to CSV</a> - product listings, prices, sellers, and links exported to CSV.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/ecommerce-product-data-api?fpr=9n7kx3&amp;fp_sid=peerlist">Ecommerce product data API for live prices and sellers</a> - structured product data ready for repricing models.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/minimum-advertised-price-map-violation-monitoring?fpr=9n7kx3&amp;fp_sid=peerlist">Monitor minimum advertised price (MAP) violations by seller</a> - flag sellers advertising below your MAP.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/seller-retailer-discovery-for-a-product?fpr=9n7kx3&amp;fp_sid=peerlist">Find which retailers sell a product and their price</a> - list every retailer with price, delivery, and link.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/free-shipping-product-deal-finder?fpr=9n7kx3&amp;fp_sid=peerlist">Find products with free shipping across retailers</a> - free-shipping listings with sellers and prices.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples/google-shopping-uk-price-data?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google Shopping UK price data by product</a> - localized UK pricing preset for any product.See all 31 runnable examples on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals/examples?fpr=9n7kx3&amp;fp_sid=peerlist">Google Shopping API examples page</a>, or open the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-shopping-api-google-shopping-products-prices-deals?fpr=9n7kx3&amp;fp_sid=peerlist">Google Shopping API on Apify Store</a>.Works with MCPThe API runs over the Apify MCP server, so any AI client such as Claude, Cursor, or VS Code can call it as a tool. Ask "what is the cheapest wireless headphone on Google Shopping right now?" and it returns structured rows, no scraping code required.Keywords and Topicsgoogle shopping api, google shopping scraper, product price api, price monitoring, price comparison, ecommerce data, deal tracking, MAP monitoring, product data for AI agents.

Google Shopping API for AI Agents

Google's AI Overview now answers many searches before anyone clicks. This API tells you what that answer says and which sources it cites. Send any query and get Google's AI Overview back as structured JSON: the answer text blocks plus every cited source with its title, link, and snippet. When Google defers the overview behind a short-lived token, the API resolves the full answer for you inside the same run.It is built for GEO and AEO monitoring: track whether your brand is cited, see which pages win the answer box for a keyword, and study how the AI phrases a topic. Send one query or hundreds, target a country and language, and export the rows as JSON, CSV, or Excel. Pricing is pay-per-event: $0.01 to start a run plus $0.015 per retrieval.Limitations: Google shows an AI Overview mainly for question-style English searches in a limited set of countries. Queries with no overview come back with ai_overview_present set to false and a short note.<h3>Example Tasks and Use Cases</h3><ul><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Google-AI-Overview-API/examples/check-if-your-brand-appears-in-google-ai-overviews?fpr=9n7kx3&amp;fp_sid=peerlist">Check if your brand appears in Google AI Overviews</a> - the full AI Overview answer and cited sources for any brand query.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Google-AI-Overview-API/examples/see-which-sites-google-ai-overview-cites-for-a-keyword?fpr=9n7kx3&amp;fp_sid=peerlist">See which sites Google AI Overview cites for a keyword</a> - every source the overview cites for a keyword, with its link and position.</li><li><a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Google-AI-Overview-API/examples/monitor-google-ai-overviews-from-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Monitor Google AI Overviews from Claude via MCP</a> - AI Overview answers and citations inside Claude chat, no code needed.</li></ul><h3>Works with MCP</h3>The API is MCP-ready, so Claude, Cursor, and other MCP clients can call it as a tool. Ask "is my domain cited in the Google AI Overview for these ten queries" and your agent runs the check and reads back the sources. Explore the full <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-ai-overview-api?fpr=9n7kx3&amp;fp_sid=peerlist">Google AI Overview API</a> on Apify.<h3>Keywords and Topics</h3>google ai overview api, ai overview scraper, GEO monitoring, answer engine optimization, brand citation tracking, SERP AI answers, Google AI Overview JSON.

Google AI Overview API

The Google News API turns any keyword into structured Google News data: article titles, sources, links, snippets, and publication dates, returned as clean JSON. Use it for news monitoring, market research, and content aggregation, or wire it into an AI agent for live headlines. No Google Cloud key, no quotas, and no browser to babysit.What you can controlSearch by keyword with optional location, language, and Google domain targeting. Turn on safe search, exclude auto-corrected queries, and filter duplicate content. Google News returns about 10 articles per page; set max_pages to pull more, or 0 to page through everything available. Results come back as JSON, CSV, or Excel. Pricing is pay as you go: a small setup fee plus a per-page charge, with no subscription.Example Tasks and Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/GoogleNewsAPI/examples/track-nvidia-news-headlines-by-keyword?fpr=9n7kx3&amp;fp_sid=peerlist">Track Nvidia news headlines by keyword</a> - pull every recent article on one company or ticker as structured JSON for a daily monitoring feed.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/GoogleNewsAPI/examples/get-google-news-results-by-keyword-as-json?fpr=9n7kx3&amp;fp_sid=peerlist">Get Google News results by keyword as JSON</a> - the general workhorse: any phrase in, a clean array of articles out, ready to parse.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/GoogleNewsAPI/examples/monitor-brand-mentions-in-google-news-for-pr?fpr=9n7kx3&amp;fp_sid=peerlist">Monitor brand mentions in Google News for PR</a> - track your company, product, or a competitor and get each article as a JSON row for a PR dashboard or alert.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/GoogleNewsAPI/examples/pull-google-news-headlines-into-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Pull Google News headlines into Claude via MCP</a> - run the API as a tool inside Claude and pull live headlines with sources by just asking.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/GoogleNewsAPI/examples/google-news-api-for-n8n-workflows?fpr=9n7kx3&amp;fp_sid=peerlist">Google News API for n8n workflows</a> - drop it into an n8n automation as a community node or an HTTP call for scheduled monitoring.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/GoogleNewsAPI/examples/export-google-news-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Google News Results to CSV</a> - run a search and get a flat file you can open in Excel or Google Sheets, no reshaping needed.Works with MCPThe Actor runs over the hosted Apify MCP server, so AI clients like Claude and Cursor can call it as a tool. Ask "what are today's headlines about AI regulation, with sources and links?" and the agent returns structured rows, no scraping code. See all runnable examples on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/GoogleNewsAPI/examples?fpr=9n7kx3&amp;fp_sid=peerlist">Google News API examples page</a>.Keywords and Topicsgoogle news api, google news scraper, news monitoring api, brand mention tracking, news data for AI agents, MCP news tool, google news to JSON, media monitoring API.

Google News API for AI Agents

Baidu is the biggest search engine in China, but pulling clean data out of it usually means a Chinese phone number, a local account, and constant anti-bot friction. This <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper?fpr=9n7kx3&amp;fp_sid=peerlist">Baidu search API</a> skips all of that. Give it a query and get back structured JSON: title, URL, snippet, and rank position for every result. You pay per page, with no monthly rental.What it returnsEach run gives you one clean row per organic result, with the title, destination URL, display URL, snippet text, and the position on the page. Export to CSV or JSON, or read it straight from the API. Device targeting, localization, and time filtering are built in, and pagination is handled for you, so you can pull the first result or the first ten pages without babysitting it.Example tasks and use cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/baidu-search-scraper/examples/export-baidu-search-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Baidu Search Results to CSV</a> - run any query and download the title, link, snippet, and rank as a spreadsheet.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/baidu-search-scraper/examples/get-baidu-search-results-in-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Get Baidu Search Results in Claude via MCP</a> - ask Claude to search Baidu and it calls the Actor as a tool, no code needed.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/baidu-search-scraper/examples/check-how-your-brand-ranks-on-baidu?fpr=9n7kx3&amp;fp_sid=peerlist">Check How Your Brand Ranks on Baidu</a> - track where your keywords land in Baidu organic results over time.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/baidu-search-scraper/examples/search-baidu-by-api-without-a-chinese-number?fpr=9n7kx3&amp;fp_sid=peerlist">Search Baidu by API Without a Chinese Number</a> - query Baidu from anywhere, no local SIM or account required.There are Chinese-language versions of each example on the project page too.Works with MCPThe Actor runs over MCP, so AI clients like Claude or Cursor can call it as a tool. Ask "what are the top Baidu results for 新能源汽车" and it returns structured rows you can reason over, with no scraping code in your prompt.Keywords and topicsbaidu search api, baidu scraper, baidu serp api, china search data, baidu rank tracker, search baidu without a chinese number, baidu results as json, mcp search tool for ai agents.

Baidu Search API for AI Agents

The Baidu Search Scraper API returns structured Baidu search results as JSON: position, title, link, and snippet for every organic result, plus answer boxes, related searches, related videos, and top searches when Baidu shows them. No Chinese phone number, no local Baidu account, no proxy setup.Baidu handles most search traffic in China, and getting data out of it from abroad is painful: registration wants a Chinese mobile number, and scraping directly means fighting IP blocks and shifting markup. This Actor turns all of that into one API call.What you controlDevice targeting (desktop, mobile, tablet), language localization (all, Simplified Chinese, Traditional Chinese), time filtering by date range, and pagination up to 50 results per page. Only the query is required; everything else has defaults. Results export as JSON, CSV, or Excel.PricingPay per use: $0.012 per search start plus $0.02 per results page on the free tier, cheaper at higher Apify tiers. A typical 3-page run costs about seven cents. No subscription.Example tasks and use cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/search-baidu-by-api-without-a-chinese-number?fpr=9n7kx3&amp;fp_sid=peerlist">Search Baidu by API without a Chinese phone number</a> - the headline use case: one call, every organic result as clean JSON.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/check-how-your-brand-ranks-on-baidu?fpr=9n7kx3&amp;fp_sid=peerlist">Check how your brand ranks on Baidu</a> - a China SEO rank report in one run: position, title, URL, and snippet for any keyword.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/get-baidu-search-results-in-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Get Baidu search results in Claude via MCP</a> - give your AI agent live visibility into Chinese search, in English or Chinese.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/export-baidu-search-results-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export Baidu search results to CSV</a> - one row per result, opens straight in Excel or Google Sheets.All four tasks also ship in Chinese: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/search-baidu-by-api-without-a-chinese-number-zh?fpr=9n7kx3&amp;fp_sid=peerlist">百度搜索 API</a>, <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/check-how-your-brand-ranks-on-baidu-zh?fpr=9n7kx3&amp;fp_sid=peerlist">百度品牌排名查询</a>, <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/get-baidu-search-results-in-claude-via-mcp-zh?fpr=9n7kx3&amp;fp_sid=peerlist">百度搜索结果 Claude MCP</a>, and <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper/examples/export-baidu-search-results-to-csv-zh?fpr=9n7kx3&amp;fp_sid=peerlist">百度搜索结果导出 CSV</a>.Works with MCPAdd the Actor to Claude, Cursor, or any MCP client and it becomes a callable Baidu search tool. Ask "what does Baidu show for 电动汽车?" and your agent gets structured results back, no scraping code. This is the fastest way to ground an AI agent in Chinese-language search.Honest limitsIt covers Baidu web search only (not Baidu Maps, Baike, or Tieba), tops out at 50 results per page, and returns what Baidu serves at query time. Get started on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/Baidu-Search-Scraper?fpr=9n7kx3&amp;fp_sid=peerlist">Baidu Search Scraper API page</a>.Keywords: baidu search api, baidu scraper, baidu serp api, china seo, baidu rank tracker, search baidu without chinese phone number, baidu mcp, chinese search engine data.

Baidu Search Scraper API

Every new job board faces the same cold start: no listings, no visitors. This API fixes that. It pulls structured job listings straight out of Google Jobs, which already aggregates LinkedIn, Indeed, ZipRecruiter, company career pages, and hundreds of niche boards into one deduplicated feed.<h3>What it does</h3>One query returns up to 1,000 listings with title, company, location, full description, job highlights, apply links, and posting metadata. The via field tells you which board each listing came from. Filter out entire sources with via_filter_list (say, Indeed if you already have their feed) or exclude employers with company_filter_list.<h3>Pricing that fits a backfill budget</h3>Pay per result: $13.00 per 1,000 listings, so $0.013 per job. No monthly rental. Backfilling a 5,000-listing board costs about $65, and you can cap spend with ACTOR_MAX_PAID_DATASET_ITEMS.<h3>Works as an MCP tool</h3>Claude, Cursor, or any MCP client can call it directly. Ask your agent to find remote nursing jobs or data science roles in New York, and structured JSON comes back ready to pipe into your database.Try it: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-jobs-scraper---pay-per-result?fpr=9n7kx3&amp;fp_sid=peerlist">Google Jobs Scraper API - Pay Per Result</a>. Ready-made example tasks include <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-jobs-scraper---pay-per-result/examples/backfill-job-board-with-google-jobs?fpr=9n7kx3&amp;fp_sid=peerlist">backfill a job board</a>, <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-jobs-scraper---pay-per-result/examples/find-remote-nursing-jobs-by-api?fpr=9n7kx3&amp;fp_sid=peerlist">find remote nursing jobs</a>, and <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/google-jobs-scraper---pay-per-result/examples/export-google-jobs-listings-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">export listings to CSV</a>.

Job Postings API for Job Boards

The Apple App Store Reviews API fetches iOS and macOS app reviews on demand and returns them as clean, structured JSON. Pass a numeric App Store product ID or just an app name and get back ratings, review titles and text, dates, the app version, the author, and helpfulness counts across 50+ country stores. Sort by most recent, most helpful, most favorable, or most critical. It is built MCP-first for app store optimization, sentiment analysis, and AI agent workflows. Pricing is pay-per-result, from $0.01 per 1,000 results, so pulling a few hundred reviews costs almost nothing.Example Tasks &amp; Use Cases<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-reviews-api/examples/export-tiktok-app-store-reviews-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export TikTok App Store reviews to CSV</a> - pull a big, well-known app's reviews into a spreadsheet-ready CSV in a single run, and reuse it as a template for any title.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-reviews-api/examples/pull-a-competitor-app-s-one-star-reviews?fpr=9n7kx3&amp;fp_sid=peerlist">Pull a competitor app's one-star reviews</a> - sort by most critical to surface the exact complaints, missing features, and dealbreakers pushing their users away.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-reviews-api/examples/analyze-your-ios-app-reviews-in-claude-via-mcp?fpr=9n7kx3&amp;fp_sid=peerlist">Analyze your iOS app reviews in Claude via MCP</a> - wire the actor into Claude as a tool and ask, in plain English, for your app's latest reviews and a summary of the themes.<a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-reviews-api/examples/export-app-store-reviews-to-csv?fpr=9n7kx3&amp;fp_sid=peerlist">Export App Store reviews to CSV</a> - point it at any app by product ID or name and export clean review data ready for Excel, Sheets, or a pandas dataframe.Browse all runnable examples on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-reviews-api/examples?fpr=9n7kx3&amp;fp_sid=peerlist">App Store Reviews API examples page</a>, or open the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="break-all link-break text-gray-500 hover:underline" href="https://apify.com/johnvc/apple-app-store-reviews-api?fpr=9n7kx3&amp;fp_sid=peerlist">Apple App Store Reviews API on Apify</a>.Works with MCPThe actor runs over MCP, so Claude, Cursor, and other AI clients can discover it and call it as a tool. Ask your agent to pull the 100 most-recent reviews for an app in a given country store and bucket them by star rating, and it returns structured rows with no scraping code on your side. One honest limitation: it reads what Apple publishes on the public store, so coverage and freshness track the store itself, and an unlimited pull is capped internally at 50 pages.Keywords &amp; Topicsapp store reviews api, apple app store scraper, ios app reviews, app review scraper, app store optimization data, app sentiment analysis, mobile app reviews json, apple reviews api, macos app reviews, mcp