AI Search Readiness Measurement and Improvement

This product offers a comprehensive solution for understanding and enhancing how AI search engines perceive and interact with your digital content. It focuses on measuring the structural integrity of your website, ensuring that Large Language Models (LLMs) can effectively parse, understand, and cite your information.

• Measure AI Search Visibility: Evaluate how AI search engines interpret your website's structure, including DOM semantics, JSON-LD schema graphs, and crawler access policies.

• Generate Dry-Run Fix Packs: Receive actionable remediation suggestions in the form of fix packs that can be previewed without altering your live site.

• Rescore and Prove Lift: After applying fixes, rescore your site's readiness and obtain cryptographic proof receipts (HMAC) to validate improvements and establish machine authority.

• Competitor Analysis: Understand why AI might be quoting competitors and not your site by performing detailed teardowns of their structure.

• Agency Control Room: Manage multiple clients, generate white-label reports, and deliver monthly retainers with tools designed for agency growth.

• Developer & Engineering Lane: Utilize instant 1-command AST code fixes, CI score gates, and terminal audits via an integrated CLI.

• Content Strategy & SEO Lane: Analyze competitor LLM citations, generate answer-first H2 maps, and perform free AI Search Readiness audits.

• Legal & Enterprise Counsel Lane: Implement 1-click AI copyright and opt-out disclosures, and utilize machine opt-out disclosures for compliance.

The core methodology is a 4-step loop: measure, fix, apply, and rescore. This ensures a deterministic approach to improving your site's readiness for AI-driven search. The product emphasizes transparency and verifiable results, refusing to sell subjective LLM rankings and instead focusing on measurable structural improvements.

Key standards and documentation referenced include Schema.org, W3C WCAG 2.1, and specific crawler documentation from major AI providers, ensuring alignment with industry best practices for machine-readable content and bot accessibility.

Open-core:

• npx @aio-geo/[email protected] audit yourdomain.com

• Cursor / Claude MCP

• GitHub Actions score gate

Site: https://www.aiogeoprotocol.com

CLI: https://www.npmjs.com/package/@aio-geo/cli