{
  "name": "GrowthPilot AI Resource Index",
  "url": "https://growthpilot-ai.pages.dev/ai-resource-index.json",
  "version": "2026-06-05",
  "purpose": "Machine-readable index of GrowthPilot AI buyer resources for search engines, AI crawlers, directory reviewers, partners, and sales handoff workflows.",
  "publisher": {
    "name": "GrowthPilot AI",
    "url": "https://growthpilot-ai.pages.dev/",
    "discoveryManifest": "https://growthpilot-ai.pages.dev/ai-discovery.json",
    "llms": "https://growthpilot-ai.pages.dev/llms.txt",
    "llmsFull": "https://growthpilot-ai.pages.dev/llms-full.txt"
  },
  "primaryConversion": {
    "name": "Free AI SEO and Ad Growth Mini Audit",
    "url": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
    "intent": "request_url_specific_audit",
    "price": "free"
  },
  "boundaries": [
    "GrowthPilot AI does not guarantee SEO rankings.",
    "GrowthPilot AI does not guarantee AI answer inclusion, ChatGPT mentions, AI citations, or Google AI Overview placement.",
    "GrowthPilot AI does not guarantee traffic, leads, sales, revenue, ROAS, payback period, or ad ROI.",
    "Account-authorized posting, directory submissions, CRM writes, outreach, and paid ads require real account access or explicit budget approval."
  ],
  "resources": [
    {
      "id": "ai-seo-vendor-shortlist-builder",
      "type": "interactive_tool",
      "audience": ["founders", "marketing leads", "agency buyers", "SEO consultants"],
      "intent": ["compare_ai_seo_vendors", "avoid_bad_procurement", "choose_software_agency_consultant_or_diy"],
      "title": "AI SEO Vendor Shortlist Builder",
      "url": "https://growthpilot-ai.pages.dev/tools/ai-seo-vendor-shortlist-builder.html",
      "summary": "Build a weighted shortlist across AI SEO software, GEO consultants, agencies, content tools, and DIY internal workflows.",
      "cta": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/templates/ai-seo-vendor-scorecard.html",
        "https://growthpilot-ai.pages.dev/tools/ai-seo-rfp-question-generator.html",
        "https://growthpilot-ai.pages.dev/tools/ai-seo-proposal-grader.html"
      ]
    },
    {
      "id": "ai-seo-guarantee-checker",
      "type": "interactive_tool",
      "audience": ["founders", "agency buyers", "procurement teams"],
      "intent": ["review_vendor_claims", "avoid_ranking_or_roi_guarantees"],
      "title": "AI SEO Guarantee Checker",
      "url": "https://growthpilot-ai.pages.dev/tools/ai-seo-guarantee-checker.html",
      "summary": "Flags risky AI SEO claims around guaranteed rankings, ChatGPT mentions, citations, leads, revenue, and ROI.",
      "cta": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/ai-seo-guarantees.html",
        "https://growthpilot-ai.pages.dev/tools/ai-seo-contract-risk-grader.html"
      ]
    },
    {
      "id": "ai-seo-contract-risk-grader",
      "type": "interactive_tool",
      "audience": ["agency buyers", "founders", "operations leads"],
      "intent": ["review_ai_seo_contract", "identify_scope_and_guarantee_risk"],
      "title": "AI SEO Contract Risk Grader",
      "url": "https://growthpilot-ai.pages.dev/tools/ai-seo-contract-risk-grader.html",
      "summary": "Reviews contract-like wording for unclear scope, weak proof, risky guarantees, ownership gaps, and CRM handoff gaps.",
      "cta": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/ai-seo-contract-checklist.html",
        "https://growthpilot-ai.pages.dev/tools/ai-seo-guarantee-checker.html"
      ]
    },
    {
      "id": "ai-seo-rfp-question-generator",
      "type": "interactive_tool",
      "audience": ["founders", "marketing leads", "procurement teams"],
      "intent": ["write_ai_seo_rfp", "compare_vendor_responses"],
      "title": "AI SEO RFP Question Generator",
      "url": "https://growthpilot-ai.pages.dev/tools/ai-seo-rfp-question-generator.html",
      "summary": "Generates practical RFP questions for AI-search readiness, proof, reporting, integrations, pricing, and boundaries.",
      "cta": "https://growthpilot-ai.pages.dev/templates/ai-seo-rfp-template.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/ai-seo-agency-rfp-checklist.html",
        "https://growthpilot-ai.pages.dev/templates/ai-seo-rfp-template.html"
      ]
    },
    {
      "id": "ai-search-readiness-checker",
      "type": "interactive_tool",
      "audience": ["ecommerce brands", "local-service businesses", "SaaS founders"],
      "intent": ["check_ai_search_readiness", "prioritize_page_fixes"],
      "title": "AI Search Readiness Checker",
      "url": "https://growthpilot-ai.pages.dev/tools/ai-search-readiness-checker.html",
      "summary": "Scores whether a page is easy for AI assistants and search answer surfaces to understand, compare, and cite.",
      "cta": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/ai-visibility-audit-checklist.html",
        "https://growthpilot-ai.pages.dev/templates/llm-visibility-audit-template.html"
      ]
    },
    {
      "id": "ai-answer-citation-gap-analyzer",
      "type": "interactive_tool",
      "audience": ["SEO consultants", "content teams", "founders"],
      "intent": ["analyze_ai_citation_gaps", "improve_answer_worthiness"],
      "title": "AI Answer Citation Gap Analyzer",
      "url": "https://growthpilot-ai.pages.dev/tools/ai-answer-citation-gap-analyzer.html",
      "summary": "Finds evidence, comparison, FAQ, and proof gaps that make competitors easier for AI answers to cite.",
      "cta": "https://growthpilot-ai.pages.dev/ai-citation-kit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/why-ai-answers-cite-competitors.html",
        "https://growthpilot-ai.pages.dev/answers/how-to-get-cited-by-chatgpt.html"
      ]
    },
    {
      "id": "ai-seo-pricing-calculator",
      "type": "interactive_tool",
      "audience": ["founders", "finance leads", "agency buyers"],
      "intent": ["estimate_ai_seo_budget", "compare_software_agency_content_and_ads"],
      "title": "AI SEO Pricing Calculator",
      "url": "https://growthpilot-ai.pages.dev/tools/ai-seo-pricing-calculator.html",
      "summary": "Estimates software, agency, content, paid-media, and CRM costs before committing to an AI SEO workflow.",
      "cta": "https://growthpilot-ai.pages.dev/pricing.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/how-much-does-ai-seo-cost.html",
        "https://growthpilot-ai.pages.dev/tools/ai-seo-roi-forecast-calculator.html"
      ]
    },
    {
      "id": "ai-seo-vendor-scorecard",
      "type": "template",
      "audience": ["agency buyers", "founders", "marketing leads"],
      "intent": ["score_ai_seo_vendor", "compare_evidence_before_buying"],
      "title": "AI SEO Vendor Scorecard",
      "url": "https://growthpilot-ai.pages.dev/templates/ai-seo-vendor-scorecard.html",
      "summary": "A copy-ready vendor scorecard for comparing diagnosis quality, AI-search readiness, proof, CRM handoff, and risk boundaries.",
      "cta": "https://growthpilot-ai.pages.dev/tools/ai-seo-vendor-shortlist-builder.html",
      "related": [
        "https://growthpilot-ai.pages.dev/tools/ai-seo-vendor-shortlist-builder.html",
        "https://growthpilot-ai.pages.dev/templates/ai-seo-rfp-template.html"
      ]
    },
    {
      "id": "free-ai-growth-audit",
      "type": "offer",
      "audience": ["ecommerce brands", "local-service businesses", "SaaS founders", "agencies"],
      "intent": ["request_free_mini_audit", "start_growthpilot_pilot"],
      "title": "Free AI Growth Audit",
      "url": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "summary": "Submit one public URL for a mini audit covering AI-search readiness, page clarity, ad hooks, and 7-day growth-test recommendations.",
      "cta": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/pricing.html",
        "https://growthpilot-ai.pages.dev/ops/lead-qualification.html"
      ]
    },
    {
      "id": "what-is-ai-seo-geo",
      "type": "answer_page",
      "audience": ["founders", "marketers", "SEO learners"],
      "intent": ["learn_ai_seo_geo", "understand_aeo"],
      "title": "What Is AI SEO and GEO?",
      "url": "https://growthpilot-ai.pages.dev/answers/what-is-ai-seo-geo.html",
      "summary": "Explains AI SEO, GEO, and AEO in practical terms for teams deciding whether their pages are answer-ready.",
      "cta": "https://growthpilot-ai.pages.dev/tools/ai-search-readiness-checker.html",
      "related": [
        "https://growthpilot-ai.pages.dev/learn/ai-seo-geo-guide.html",
        "https://growthpilot-ai.pages.dev/software/generative-engine-optimization-platform.html"
      ]
    },
    {
      "id": "how-to-choose-ai-seo-software",
      "type": "answer_page",
      "audience": ["software buyers", "founders", "agency buyers"],
      "intent": ["choose_ai_seo_software", "compare_buying_options"],
      "title": "How to Choose AI SEO Software",
      "url": "https://growthpilot-ai.pages.dev/answers/how-to-choose-ai-seo-software.html",
      "summary": "A buyer checklist for choosing AI SEO software without overbuying dashboards, content automation, or vague ranking promises.",
      "cta": "https://growthpilot-ai.pages.dev/tools/ai-seo-vendor-shortlist-builder.html",
      "related": [
        "https://growthpilot-ai.pages.dev/software/",
        "https://growthpilot-ai.pages.dev/compare/ai-seo-software-vs-agency.html"
      ]
    },
    {
      "id": "ai-search-visibility-tools-comparison",
      "type": "comparison_page",
      "audience": ["software buyers", "marketing leads", "SEO consultants", "founders"],
      "intent": ["compare_ai_search_visibility_tools", "choose_geo_or_aeo_platform", "avoid_overbuying_monitoring_before_diagnosis"],
      "title": "AI Search Visibility Tools Comparison",
      "url": "https://growthpilot-ai.pages.dev/compare/ai-search-visibility-tools.html",
      "summary": "Buyer comparison for GrowthPilot AI, Profound, Peec AI, Scrunch AI, Otterly.AI, AthenaHQ, Gumshoe, SEO suites, consultants, and agencies before buying GEO or AEO tools.",
      "cta": "https://growthpilot-ai.pages.dev/tools/ai-seo-vendor-shortlist-builder.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/how-to-choose-ai-seo-software.html",
        "https://growthpilot-ai.pages.dev/templates/ai-seo-vendor-scorecard.html"
      ]
    },
    {
      "id": "chatgpt-visibility-optimization",
      "type": "platform_guide",
      "audience": ["SEO teams", "content teams", "founders"],
      "intent": ["optimize_for_chatgpt_visibility", "prepare_pages_for_ai_assistants"],
      "title": "ChatGPT Visibility Optimization",
      "url": "https://growthpilot-ai.pages.dev/platforms/chatgpt-visibility-optimization.html",
      "summary": "Guidance for making pages clearer, more answerable, and less risky for AI assistants to summarize or cite.",
      "cta": "https://growthpilot-ai.pages.dev/templates/llm-visibility-audit-template.html",
      "related": [
        "https://growthpilot-ai.pages.dev/answers/how-to-get-cited-by-chatgpt.html",
        "https://growthpilot-ai.pages.dev/tools/ai-search-prompt-library.html"
      ]
    },
    {
      "id": "law-firm-ai-search",
      "type": "industry_page",
      "audience": ["law firms", "local-service marketers", "agency partners"],
      "intent": ["audit_law_firm_ai_visibility", "prioritize_local_service_proof"],
      "title": "AI Search Audit for Law Firms",
      "url": "https://growthpilot-ai.pages.dev/industries/law-firm-ai-search.html",
      "summary": "Industry-specific AI-search audit guidance for law firms that need clearer services, local proof, FAQs, and trust signals.",
      "cta": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/tools/local-service-ai-visibility-checker.html",
        "https://growthpilot-ai.pages.dev/use-cases/local-service-ai-visibility.html"
      ]
    },
    {
      "id": "shopify-ai-growth-audit",
      "type": "industry_page",
      "audience": ["Shopify brands", "ecommerce operators", "agency partners"],
      "intent": ["audit_shopify_ai_visibility", "plan_ecommerce_growth_test"],
      "title": "Shopify AI Growth Audit",
      "url": "https://growthpilot-ai.pages.dev/industries/shopify-ai-growth-audit.html",
      "summary": "AI-search and ad-growth audit path for Shopify brands that need page clarity, competitor context, and paid-media guardrails.",
      "cta": "https://growthpilot-ai.pages.dev/use-cases/ecommerce-growth-test.html",
      "related": [
        "https://growthpilot-ai.pages.dev/solutions/ecommerce.html",
        "https://growthpilot-ai.pages.dev/case-studies/footwear-ai-growth-test.html"
      ]
    },
    {
      "id": "ai-directory-exposure-targets",
      "type": "exposure_asset",
      "audience": ["founders", "growth operators", "directory reviewers", "launch operators"],
      "intent": ["plan_ai_directory_submission", "avoid_fake_or_paid_exposure_claims", "record_real_submission_evidence"],
      "title": "AI Directory and Community Exposure Targets",
      "url": "https://growthpilot-ai.pages.dev/growth/ai-directory-exposure-targets.md",
      "summary": "Stable-URL execution target list for Product Hunt, Show HN, AI tool directories, founder communities, LinkedIn, Reddit, Chinese channels, paid-listing holds, and evidence recording rules.",
      "cta": "https://growthpilot-ai.pages.dev/directories/",
      "related": [
        "https://growthpilot-ai.pages.dev/launch-actions.html",
        "https://growthpilot-ai.pages.dev/resources/"
      ]
    },
    {
      "id": "ai-tool-directory-submission-checklist",
      "type": "exposure_asset",
      "audience": ["founders", "growth operators", "directory reviewers", "AI tool makers"],
      "intent": ["prepare_ai_tool_directory_submission", "build_directory_listing_pack", "avoid_fake_launch_or_backlink_claims"],
      "title": "AI Tool Directory Submission Checklist",
      "url": "https://growthpilot-ai.pages.dev/directories/ai-tool-directory-submission-checklist.html",
      "summary": "A practical checklist for preparing AI tool directory submissions with listing copy, proof links, screenshots, stable URLs, UTM tracking, and evidence boundaries.",
      "cta": "https://growthpilot-ai.pages.dev/directories/growthpilot-ai-listing.json",
      "related": [
        "https://growthpilot-ai.pages.dev/directories/",
        "https://growthpilot-ai.pages.dev/press.html",
        "https://growthpilot-ai.pages.dev/launch-evidence.html"
      ]
    },
    {
      "id": "chinese-ai-seo-geo-audit",
      "type": "localized_landing_page",
      "audience": ["Chinese founders", "cross-border ecommerce teams", "independent store operators", "agencies"],
      "intent": ["learn_ai_seo_geo_in_chinese", "request_chinese_growth_audit", "audit_cross_border_ai_visibility"],
      "title": "AI SEO/GEO 增长审计",
      "url": "https://growthpilot-ai.pages.dev/zh/ai-seo-geo-audit.html",
      "summary": "Chinese landing page explaining AI SEO/GEO growth audits, AI-search visibility checks, competitor citation gaps, ad hooks, paid-media guardrails, and no-guarantee boundaries.",
      "cta": "https://growthpilot-ai.pages.dev/offers/free-ai-growth-audit.html",
      "related": [
        "https://growthpilot-ai.pages.dev/zh/",
        "https://growthpilot-ai.pages.dev/tools/ai-search-readiness-checker.html",
        "https://growthpilot-ai.pages.dev/compare/ai-search-visibility-tools.html"
      ]
    }
  ]
}
