John Cole

How to Scrape Walmart Product and Seller Data as JSON

Get Walmart prices, rollbacks, ratings, and every marketplace seller on a listing as structured JSON, with no seller account.

How to Scrape Bing Search Results as Structured JSON

A Bing scraper API that returns organic SERP data, positions, and ads as JSON, billed per page. Run it via REST or from Claude with MCP.

Visual Product Search: Identify Products From a Photo With the Google Lens API

Use the Google Lens API to run visual product search, match a photo to live listings, and pull prices and stock as structured JSON.

How to Track LinkedIn Post Engagement as JSON (No LinkedIn API)

Pull public LinkedIn posts and their like, comment, and share counts as structured JSON from a profile or post URL, with no LinkedIn API partnership.

How to Compare APIs on RapidAPI by Price and Popularity

Turn the RapidAPI catalog into JSON and compare listings by pricing, popularity, and reliability with one API. No RapidAPI account or key required.

How to Find a Company's LinkedIn Page by Name

Turn a list of company names into LinkedIn URLs and firmographics as JSON with the LinkedIn Company API, no manual searching.

How to pull a full Yelp business profile by place ID with one API

The Yelp Business API turns any Yelp place ID into a full business profile as JSON: hours, amenities, popular dishes, and optional full menus.

How to Pull SEC 8-K Filings and Earnings Call Transcripts as JSON

A hosted scraper that turns parsed SEC 8-K filings and speaker-tagged earnings call transcripts into structured JSON, callable over REST or MCP.

How to Monitor Brave's AI Answers for Your Brand

Track what Brave Search's AI Mode says about your brand and which sources it cites, returned as structured JSON you can diff over time.

How to Build a Deal-Sourcing Sheet from PitchBook Profiles with One API

Turn a list of PitchBook profile URLs into structured JSON rows: funding, investors, the latest deal, and competitors, ready for your CRM.

How to Find Cheap Places to Fly From Your Airport With One API

Use the Google Travel Explore API to get ranked destinations with flight and hotel prices as JSON from any departure airport.

How to Build a Local Market Map from Apple Maps with One API

Map every business in a category across a city from Apple Maps as structured JSON: phone, ratings, hours, and GPS, with pay-per-result pricing.

How to Pull App Store Product Data and Pricing with One API

Fetch full iOS app details, prices, and in-app purchases as structured JSON by App Store ID, with REST and MCP.

How to Turn Google Local Services Ads into a Lead List with One API

Pull the Google Guaranteed and Google Screened pros for any US trade and city as clean JSON, with ratings, badges, and phone numbers.

How to Scrape LinkedIn Jobs by Keyword and Location With One API

A step-by-step guide to turning public LinkedIn job listings into structured JSON over REST and MCP, with pay-per-result pricing.

How to Turn Google Scholar Case Law Into Structured JSON With One API

Search US federal and state court opinions and citations as JSON over REST or MCP, with pay-per-result pricing and no captcha maintenance.

How to Scrape a Google Maps Reviewer's Full Review History with One API

The reviewer axis, not the place axis: turn one contributor ID into structured JSON for fraud and reputation research.

How to Build a Live Stock Watchlist Dataset with One API

Turn public Google Finance data into structured JSON you can refresh on a schedule.

How to Track App Store Keyword Rankings With One API

Turn App Store search into structured JSON and diff position by app_id across scheduled runs.

How to Get Naver Search Results as JSON with One API

A developer's guide to scraping Naver web, news, image, video, and shopping results as structured JSON rows, over REST and MCP.

How to Build an RIA Contact List from SEC Data with One API

Query 250,000+ SEC-registered investment advisor contacts and RIA firms as JSON. Filter by city, state, or CRD number and export a lead list.

How to Build a Local Lead List From Yelp With One API

Pull ranked Yelp business listings with ratings, review counts, and phone numbers as JSON, then export a local lead list without a Fusion API key.

How to Track Google Local Pack Rankings with One API

Track local pack positions for any keyword and city, then export the history to CSV. A pay-per-page API and MCP tool for local SEO.

How to Track Congressional Stock Trades by Member or Ticker

Give the US Congress Stock Trades API a member, a ticker, or a date range and get every disclosed transaction as JSON, with a filing ID on every row.

How to Find Where an Image Appears Online With One API

Give the Yandex Reverse Image Search API a public image URL and get every page that hosts that image as structured JSON, ready to filter and export.

How to Track a Researcher's Citation Count with One API

Pull any author's h-index, i10-index, and year-by-year citations from Google Scholar as clean JSON, from code or Claude via MCP.

How to Build a Local Business Lead List from Google Maps

Pull local business names, phone numbers, addresses, and ratings from Google Maps in bulk as clean JSON, with no API key.

How to Monitor What People Say About Your Product on Reddit

A cheap brand monitor built on Google's Forums tab, with no per platform API keys

How to Build an Image Dataset from Google Images with One API

Pull thousands of labeled image URLs with dimensions from Google Images in one API call, export to CSV or JSON, and refresh it on a schedule.

How to Get Driving Directions and ETA Without a Google Maps API Key

Scrape Google Driving Directions for Your App Automatically

How to Check Where Your Site Ranks on DuckDuckGo

Track your DuckDuckGo rankings with a pay-per-use scraper API: organic positions as JSON, scheduled daily checks, and MCP access from Claude.

How to Track a Product's Price Across Every Retailer With One API

Use the Google Shopping API to pull live prices, sellers, and deals for any product as clean JSON, on a schedule or from Claude via MCP.

How to Check If Your Brand Is Cited in Google AI Overview

Use one API to see whether Google's AI Overview names your brand for a query, and which sources it cites, as structured JSON.

How to Monitor Brand Mentions in Google News with One API

Track every article about your brand or a competitor in Google News and get title, source, link, and date back as clean JSON.

How to Search Baidu Without a Chinese Phone Number

A cheap Baidu search API that returns titles, links, snippets, and rank as JSON, no Chinese SIM or local account required.

How to Backfill a Job Board with Google Jobs Data

Launch with real inventory: structured job listings at $0.013 each, by API or MCP

How to Pull App Store Reviews as JSON With One API

Fetch iOS and macOS App Store reviews as structured JSON with one API call: ratings, text, versions, and helpfulness across 50+ country stores.

How to Scrape Google Events into JSON with One API

Turn Google Events search into clean JSON with the Google Events API: dates, venues, ticket links, and MCP support for AI agents.

How to Download YouTube Transcripts in Bulk (API + MCP)

Download YouTube transcripts in bulk with a pay-per-video scraper API: SRT, VTT, plain text, 15 languages, and MCP support for AI agents.

How to Build a Yandex Rank Tracker for 1,000 Keywords

Track Yandex rankings in bulk at $0.015 per result, export positions to CSV, and let Claude check your SERPs over MCP.

How to Get Live Hotel Prices with a Google Hotels Scraper API

Pull live nightly rates, ratings, and amenities from Google Hotels as JSON, call it as a REST API, or wire it into Claude over MCP.

Yandex Search API for AI Agents: Structured SERPs via MCP

Wire Yandex search into Claude or Cursor and pull ranked results, ads, and knowledge graph data in 19 languages.

Let your AI agent find your investors: 10,469 firms via MCP

Wire a database of VC, angel, and PE firms into Claude or Cursor and build your fundraising pipeline in plain English

Give your AI agent real flight prices: the Google Flights API guide

Wire Google Flights into Claude or Cursor via MCP and search live fares, itineraries, and booking links in plain English

Get Google Jobs listings as clean JSON: a developer's guide

Structured job data, apply links, and hiring signals for about a dollar per thousand listings

How to Get Live Gas Prices by ZIP, City, or GPS with One API

A pay-per-result fuel prices API on Apify that returns station-level gas and diesel data as JSON or CSV, and plugs into Claude over MCP.