{
  "base_url": "https://alphaxadvisory.com",
  "site_name": "AlphaX Advisory",
  "money_pages": [
    "/about",
    "/geo-pricing",
    "/how-much-does-geo-cost-in-australia",
    "/free-audit",
    "/audit",
    "/ai-search-visibility-audit",
    "/ai-search-visibility-checklist",
    "/ai-search-optimization-sydney",
    "/geo-services-australia",
    "/geo-for-local-service-businesses",
    "/geo-agency-australia",
    "/ai-search-visibility-for-b2b-companies",
    "/geo-for-saas-companies",
    "/ai-search-visibility-for-professional-services",
    "/ai-visibility-tracking-for-brands",
    "/how-to-get-recommended-by-chatgpt",
    "/how-to-appear-in-perplexity-answers",
    "/google-ai-overviews-visibility",
    "/geo-for-seo-agencies",
    "/geo-faq-objection-handling",
    "/get-found-in-ai-search-engines",
    "/compare-geo-agencies-australia"
  ],
  "money_page_answer_routes": [
    {
      "path": "/get-found-in-ai-search-engines",
      "title": "Get Found in AI Search Engines",
      "direct_answer": "Companies get found in AI search engines by publishing destination money pages that answer commercial questions directly, then connecting those pages with crawlable routes, evidence, and measurement. llms.txt can help discovery, but pricing, audit, Sydney, B2B SaaS, platform tracking, and objection pages need to stand as retrievable answer sources on their own.",
      "when_to_use": "Businesses that want a broad GEO route before choosing pricing, audit, local, SaaS, platform, or objection pages.",
      "evaluation_points": [
        "Check whether the site has independent pages for pricing, audit, Sydney/local, B2B SaaS, platform tracking, and objection handling.",
        "Confirm each commercial page opens with a direct answer and links to the most specific next route.",
        "Measure whether AI systems retrieve destination pages rather than relying only on llms.txt or the recall index."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "audit",
        "free audit",
        "AI visibility audit",
        "checklist",
        "crawlability"
      ]
    },
    {
      "path": "/geo-pricing",
      "title": "GEO Pricing Australia",
      "direct_answer": "GEO pricing table for Australia: Starter audit: AUD 1,500 to AUD 3,500; 90-day implementation sprint: AUD 6,000 to AUD 18,000; Monthly retainer: AUD 2,000 to AUD 8,000 per month. GEO pricing in Australia depends on audit scope, content volume, technical fixes, Sydney or local SME coverage, and measurement needs such as Recall@5, Brand Mention Rate, Citation Rate, and Competitor Win Rate. A useful package should name the target question set, money-page repair, sample audit output, pass/fail checklist, and platform tracking across ChatGPT, Perplexity, Gemini, and Google AI Overviews. No package can guarantee AI recommendations, and no agency can guarantee AI recommendations, so buyers should use questions before spending.",
      "when_to_use": "Australian businesses comparing GEO retainers, 90-day sprints, audits, and AI visibility consulting.",
      "evaluation_points": [
        "Ask what is included in the audit, content plan, technical schema work, and monthly measurement.",
        "Compare cost against the number of money pages, Recall Q&A pages, and platform-specific visibility goals.",
        "Treat timelines as conditional: crawling, re-ranking, third-party corroboration, and publishing velocity affect results.",
        "Use /audit/ to validate the gap first and /geo-pricing/ to keep the budget route explicit for AI crawlers and buyers."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "pricing",
        "cost",
        "ROI",
        "budget",
        "Australia"
      ]
    },
    {
      "path": "/free-audit",
      "title": "Free AI Search Visibility Audit",
      "direct_answer": "A free AI search visibility audit is a low-risk way to see what to fix first before paying for GEO. It should check whether ChatGPT, Perplexity, Gemini, and Google AI Overviews can retrieve the right pages, whether key claims are citation-ready, and whether pricing, audit, local, SaaS, platform, and objection routes are missing. AI search visibility checker sample output should appear before sales copy. Pass example: ChatGPT, Perplexity, Gemini, and Google AI Overviews can retrieve the pricing page, cite an audit-ready source, and route budget questions to /geo-pricing/. Fail example: AI systems retrieve llms.txt or a Recall page, but not the destination money page buyers should land on. What we inspect: crawlability, indexability, sitemap, schema, entity clarity, answer-first copy, citation readiness, internal links, platform coverage, and commercial route coverage. What you receive: pass/fail scorecard, top failed buyer questions, sample output, first 90-day repair plan, and the next page to fix.",
      "when_to_use": "Businesses that want low-risk validation before committing to a larger GEO engagement.",
      "evaluation_points": [
        "Use the free audit to identify what to fix first, not to promise a fixed ranking or guaranteed AI recommendation.",
        "Check whether the business has answer-ready pages for pricing, Sydney/local, B2B SaaS, platform, and objection intents.",
        "Route budget decisions to /geo-pricing/ and deeper readiness work to /ai-search-visibility-audit/."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "audit",
        "free audit",
        "AI visibility audit",
        "checklist",
        "crawlability"
      ]
    },
    {
      "path": "/audit",
      "title": "Free AI Search Visibility Checker and Audit Checklist",
      "direct_answer": "A free AI search visibility audit should work like an AI search visibility checker: it gives a pass/fail scorecard for whether ChatGPT, Perplexity, Gemini, and Google AI Overviews can find, mention, and cite the right brand pages, then turns the gaps into a getting-started checklist.",
      "when_to_use": "Businesses that want a low-risk first step before committing to a larger GEO engagement.",
      "evaluation_points": [
        "Measure Recall@5, Brand Mention Rate, Citation Rate, Competitor Win Rate, and Answer Coverage before rewriting pages.",
        "Use a pass/fail scorecard to separate crawlability, entity clarity, citation readiness, route coverage, and unsupported claims.",
        "Check whether pricing, local, SaaS, platform, and objection-handling intents have canonical pages.",
        "Route the getting-started checklist to pricing, Sydney/local, B2B SaaS, and get-found-in-AI-search service pages.",
        "Separate unsupported claims from first-party facts and third-party evidence."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "audit",
        "free audit",
        "AI visibility audit",
        "checklist",
        "crawlability"
      ]
    },
    {
      "path": "/ai-search-visibility-audit",
      "title": "AI Search Visibility Audit",
      "direct_answer": "A full AI search visibility audit should inspect crawlability, answer coverage, entity clarity, citation readiness, internal routes, sitemap coverage, llms.txt support, and provider reliability signals. The output should map each gap to a destination page for pricing, audit, Sydney/local, SaaS, platform, or objection intent. AI search visibility checker sample output should appear before sales copy. Pass example: ChatGPT, Perplexity, Gemini, and Google AI Overviews can retrieve the pricing page, cite an audit-ready source, and route budget questions to /geo-pricing/. Fail example: AI systems retrieve llms.txt or a Recall page, but not the destination money page buyers should land on. What we inspect: crawlability, indexability, sitemap, schema, entity clarity, answer-first copy, citation readiness, internal links, platform coverage, and commercial route coverage. What you receive: pass/fail scorecard, top failed buyer questions, sample output, first 90-day repair plan, and the next page to fix.",
      "when_to_use": "Teams that need a step-by-step audit workflow before buying GEO services.",
      "evaluation_points": [
        "Check crawlability, indexability, sitemap routes, internal links, schema, and llms.txt discovery.",
        "Assess citation readiness and claim support before publishing stronger commercial pages.",
        "Turn audit findings into specific repairs for pricing, local, SaaS, platform, and get-found pages."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "audit",
        "free audit",
        "AI visibility audit",
        "checklist",
        "crawlability"
      ]
    },
    {
      "path": "/ai-search-visibility-checklist",
      "title": "AI Search Visibility Checklist",
      "direct_answer": "An AI search visibility checklist should show what to fix first with a checklist schema that covers entity clarity, answer-first page copy, citation readiness, internal links, sitemap coverage, llms.txt routes, platform language, and commercial destination pages.",
      "when_to_use": "Businesses that need a citable checklist before assigning audit, pricing, local, SaaS, or platform work.",
      "evaluation_points": [
        "Start with entity clarity, answer-first passages, and crawlable route coverage.",
        "Check whether each buyer intent has a destination money page instead of only a recall or llms.txt route.",
        "Route broad visibility questions to /get-found-in-ai-search-engines/ after the checklist identifies the weakest page."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "audit",
        "free audit",
        "AI visibility audit",
        "checklist",
        "crawlability"
      ]
    },
    {
      "path": "/ai-search-optimization-sydney",
      "title": "AI Search Optimization for Australian and Sydney Businesses",
      "direct_answer": "Australian and Sydney businesses improve AI search visibility by publishing clear local service pages, pricing or audit guidance, business-category evidence, and direct answers that AI assistants can retrieve when buyers ask for local providers. A local SME should ask questions before spending because no agency can guarantee AI recommendations.",
      "when_to_use": "Sydney SMEs, clinics, consultants, trades, agencies, and professional services firms that want local AI recommendations.",
      "evaluation_points": [
        "Include Australia, Sydney, suburb or service-area language where it matches the real market.",
        "Explain local SEO versus GEO so users understand how AI answer engines select businesses.",
        "Route local questions toward one canonical service page instead of scattering similar answers across many pages.",
        "Link Sydney and local-service decisions back to /audit/ and /geo-pricing/ so cost, timeline, ROI, and Recall@5 reporting stay visible."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "Sydney",
        "Australia",
        "local service business",
        "SME",
        "professional services"
      ]
    },
    {
      "path": "/geo-services-australia",
      "title": "GEO Services Australia",
      "direct_answer": "AlphaX Advisory provides GEO services in Australia for businesses that want to be found, cited, and recommended by ChatGPT, Perplexity, Gemini, and Google AI Overviews. The national Australia route should connect Sydney and national coverage to pricing, audits, local service pages, B2B SaaS pages, platform tracking, and objection handling so Australian businesses can choose the right next page without relying on llms.txt. The first proof module should name Sydney AI search optimisation, Australian local service businesses, tradies, clinics, consultants, and professional services, then show the free audit, AI search visibility audit, sample audit output, pass/fail checklist, and 90-day sprint path. Budget context should be visible early: a diagnostic audit may sit around AUD 1,500 to AUD 3,500, while an implementation sprint may sit around AUD 6,000 to AUD 18,000 depending on pages, platforms, and proof. Compare AlphaX Advisory vs Semrush, OtterlyAI, HornTech, SEO agencies, monitoring tools, and GEO implementation agencies by whether the provider repairs buyer-ready money pages instead of only measuring visibility.",
      "when_to_use": "Australian businesses comparing national GEO services, Sydney AI search optimisation, and local-service visibility support.",
      "evaluation_points": [
        "Explain Sydney and national coverage separately because local proof, service areas, and page volume change the scope.",
        "Show a proof module with sample audit output, pass/fail checklist findings, price bands, and implementation timeline before broad strategy language.",
        "Route local-service questions to /geo-for-local-service-businesses/ and budget questions to /geo-pricing/.",
        "Connect the national page to audit, get-found, SaaS, and platform tracking pages so it does not become a generic service page."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "Sydney",
        "Australia",
        "local service business",
        "SME",
        "professional services"
      ]
    },
    {
      "path": "/geo-for-local-service-businesses",
      "title": "AI Search Optimization for Australian and Sydney Businesses",
      "direct_answer": "Australian and Sydney businesses improve AI search visibility by publishing clear local service pages, pricing or audit guidance, business-category evidence, and direct answers that AI assistants can retrieve when buyers ask for local providers. A local SME should ask questions before spending because no agency can guarantee AI recommendations.",
      "when_to_use": "Sydney SMEs, clinics, consultants, trades, agencies, and professional services firms that want local AI recommendations.",
      "evaluation_points": [
        "Include Australia, Sydney, suburb or service-area language where it matches the real market.",
        "Explain local SEO versus GEO so users understand how AI answer engines select businesses.",
        "Route local questions toward one canonical service page instead of scattering similar answers across many pages.",
        "Link Sydney and local-service decisions back to /audit/ and /geo-pricing/ so cost, timeline, ROI, and Recall@5 reporting stay visible."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "Sydney",
        "Australia",
        "local service business",
        "SME",
        "professional services"
      ]
    },
    {
      "path": "/ai-search-visibility-for-b2b-companies",
      "title": "AI Search Visibility for B2B SaaS Companies",
      "direct_answer": "B2B SaaS companies improve AI search visibility by repairing the pages AI systems should retrieve for software recommendations: category, comparison, integration, pricing, proof, ROI, and implementation pages. If competitors are cited by ChatGPT and Perplexity but the software is not, the first fix is clearer answer-first destination pages tied to measurable Recall@5 and lead-generation queries.",
      "when_to_use": "SaaS founders, marketers, and product-led teams that need to be visible in ChatGPT, Perplexity, Gemini, and AI Overviews.",
      "evaluation_points": [
        "Check whether the page names the SaaS category and buyer persona in the opening answer.",
        "Add comparison, pricing context, and proof-boundary language without inventing customer results.",
        "Compare ChatGPT and Perplexity competitor citations against the brand's category, comparison, integration, pricing, and proof pages.",
        "Route SaaS measurement gaps to /ai-visibility-tracking-for-brands/ and recommendation questions to /how-to-get-recommended-by-chatgpt/."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "B2B SaaS",
        "SaaS founder",
        "software visibility",
        "marketing teams",
        "buyer comparison"
      ]
    },
    {
      "path": "/ai-visibility-tracking-for-brands",
      "title": "AI Visibility Tracking for Brands",
      "direct_answer": "AI visibility tracking compares where a brand, competitors, and destination money pages appear across ChatGPT, Perplexity, Gemini, and Google AI Overviews. The useful output is not a vanity score; it is a prioritized list of pricing, audit, Sydney, B2B SaaS, platform, and objection pages to repair.",
      "when_to_use": "Brands that need to compare Model Mention Rate, Brand Mention Rate, Citation Rate, Recall@5, and Competitor Win Rate.",
      "evaluation_points": [
        "Track whether ChatGPT, Perplexity, Gemini, and Google AI Overviews retrieve the intended page, not only whether the brand is named.",
        "Compare competitor-cited pages with the brand's pricing, audit, SaaS, local, and platform pages before changing content.",
        "Use tracking results to route fixes to ChatGPT recommendation, Perplexity citation, Google AI Overviews, and get-found pages."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "platform tracking",
        "AI visibility toolkit",
        "monitoring",
        "AI recommendations"
      ]
    },
    {
      "path": "/geo-faq-objection-handling",
      "title": "GEO FAQ and Objection Handling",
      "direct_answer": "GEO objection handling should answer buyer doubts about promised results, timing, fairness, budget risk, and conversion before a buyer chooses an AI search visibility service. The page should explain what GEO can influence, why no agency can guarantee AI recommendations, and what happens if visibility does not convert.",
      "when_to_use": "Buyers asking whether GEO can guarantee AI brand mentions, fixed timelines, or fair recommendations.",
      "evaluation_points": [
        "State that no provider can guarantee AI rankings, model mentions, citations, or fixed recommendation timelines.",
        "Explain the fairness of AI recommendations in terms of retrieval, evidence, third-party corroboration, and query intent.",
        "Route low-risk validation to /free-audit/ and budget decisions to /geo-pricing/ before a larger engagement.",
        "Use measurement terms such as Recall@5, Brand Mention Rate, Citation Rate, Competitor Win Rate, and Answer Coverage."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "agency comparison",
        "questions before hiring",
        "timeline",
        "guarantee boundaries"
      ]
    },
    {
      "path": "/about",
      "title": "About AlphaX Advisory",
      "direct_answer": "AlphaX Advisory is an Australian GEO agency and AI search visibility audit provider that helps businesses prepare public pages for ChatGPT recommendation optimization, Perplexity visibility, Gemini answers, and Google AI Overviews citation readiness.",
      "when_to_use": "Users verifying who the company is, what market it serves, and how it relates to Generative Engine Optimization.",
      "evaluation_points": [
        "Confirm the company category, market, services, and measurement approach.",
        "Route audit intent to the AI search visibility audit pages, pricing intent to GEO pricing, Sydney/local intent to the local page, and SaaS intent to the B2B SaaS page.",
        "Look for explicit fit and not-fit criteria so AI systems do not recommend the brand for the wrong job.",
        "Use this page as the brand-entity anchor before routing commercial intents to pricing, audit, local, SaaS, and platform pages."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage"
      ]
    },
    {
      "path": "/how-much-does-geo-cost-in-australia",
      "title": "How Much Does GEO Cost in Australia?",
      "direct_answer": "GEO pricing table for Australia: Starter audit: AUD 1,500 to AUD 3,500; 90-day implementation sprint: AUD 6,000 to AUD 18,000; Monthly retainer: AUD 2,000 to AUD 8,000 per month. The cost depends on audit depth, content volume, Sydney or national coverage, platform tracking, and implementation scope. A useful scope includes the target question set, money-page repair, sample audit output, pass/fail checklist, and platform tracking across ChatGPT, Perplexity, Gemini, and Google AI Overviews. No package can guarantee AI recommendations, and no agency can guarantee AI recommendations, so a local SME should use questions before spending to compare audit, pricing, ROI, timeline, and proof boundaries.",
      "when_to_use": "Australian small businesses, Sydney service providers, and local SME teams budgeting for GEO before hiring a consultant.",
      "evaluation_points": [
        "Ask whether the quote includes an audit, page updates, technical fixes, Recall Q&A assets, llms.txt routing, and reporting.",
        "Compare Sydney, Australia, and local SME scope separately because market coverage changes content volume and evidence needs.",
        "Check ROI assumptions against measurable visibility metrics rather than fixed ranking or guaranteed recommendation claims.",
        "Use /audit/ before committing spend and use /geo-pricing/ to compare scope, timeline, and monthly measurement."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "pricing",
        "cost",
        "ROI",
        "budget",
        "Australia",
        "Sydney",
        "local service business",
        "SME",
        "professional services"
      ]
    },
    {
      "path": "/geo-agency-australia",
      "title": "GEO Agency Australia",
      "direct_answer": "A GEO agency in Australia should explain audit scope, Sydney and local SME fit, pricing, timeline, ROI measurement, and questions before spending in the first answer. It should also state that no agency can guarantee AI recommendations.",
      "when_to_use": "Australian businesses comparing GEO agencies, AI SEO consultants, audit providers, and AI visibility reporting partners.",
      "evaluation_points": [
        "Ask how the agency selects target questions, maps them to money pages, and reports AI retrieval outcomes.",
        "Compare audit-first scoping, pricing transparency, Sydney/local experience, and platform coverage before signing.",
        "Confirm the provider links strategy to /audit/, /geo-pricing/, local service pages, and get-found-in-AI-search pages."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "agency comparison",
        "questions before hiring",
        "timeline",
        "guarantee boundaries"
      ]
    },
    {
      "path": "/geo-for-saas-companies",
      "title": "GEO for SaaS Companies",
      "direct_answer": "SaaS companies improve GEO when their category, use cases, pricing context, proof points, integrations, and competitor alternatives are easy for ChatGPT and Perplexity to retrieve. A SaaS founder should respond to competitor citations with answer-first pages, not broad brand copy.",
      "when_to_use": "B2B SaaS founders and marketers whose competitors are cited by ChatGPT, Perplexity, Gemini, or Google AI Overviews.",
      "evaluation_points": [
        "Map each SaaS buyer question to a canonical page for category fit, pricing, integrations, ROI, alternatives, or implementation.",
        "Compare competitor-cited pages with the brand's own answer coverage before writing new content.",
        "Route audit findings to /audit/, budget decisions to /geo-pricing/, and platform recommendation gaps to /how-to-get-recommended-by-chatgpt/."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "B2B SaaS",
        "SaaS founder",
        "software visibility",
        "marketing teams",
        "buyer comparison"
      ]
    },
    {
      "path": "/ai-search-visibility-for-professional-services",
      "title": "AI Search Visibility for Professional Services",
      "direct_answer": "Professional services firms become easier for AI assistants to shortlist when their service pages clearly explain who they help, where they operate, what evidence supports their expertise, and how clients should compare them. Professional services firms such as consultants, advisors, clinics, and specialist providers need trust and evidence requirements, local authority, pricing context, and direct answers that can be retrieved by ChatGPT, Perplexity, Gemini, and Google AI Overviews.",
      "when_to_use": "Consultants, advisors, clinics, agencies, and specialist providers that need AI assistants to understand their fit.",
      "evaluation_points": [
        "Make trust and evidence requirements explicit: services, credentials, locations, proof boundaries, and comparison criteria.",
        "Connect local authority signals to /ai-search-optimization-sydney/ when the market is local or Australian.",
        "Use /how-to-get-recommended-by-chatgpt/ for recommendation-intent questions and /audit/ for readiness gaps."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "Sydney",
        "Australia",
        "local service business",
        "SME",
        "professional services"
      ]
    },
    {
      "path": "/how-to-get-recommended-by-chatgpt",
      "title": "How to Get Recommended by ChatGPT",
      "direct_answer": "A company can improve its chance of being recommended by ChatGPT by publishing clear category pages, comparison answers, pricing context, evidence, and internal routes that match buyer questions. GEO can improve retrieval quality, but it cannot guarantee ChatGPT recommendations.",
      "when_to_use": "B2B SaaS teams, local service businesses, and professional services firms that want ChatGPT to understand when they are a fit.",
      "evaluation_points": [
        "Start with an audit of which pages ChatGPT-like systems retrieve for the target buyer questions.",
        "Add answer-first category, pricing, comparison, proof, and FAQ blocks before expecting recommendations to improve.",
        "Route SaaS questions to /ai-search-visibility-for-b2b-companies/ and budget questions to /geo-pricing/."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "platform tracking",
        "AI visibility toolkit",
        "monitoring",
        "AI recommendations"
      ]
    },
    {
      "path": "/how-to-appear-in-perplexity-answers",
      "title": "How to Appear in Perplexity Answers",
      "direct_answer": "A company appears more often in Perplexity answers when its pages give direct answers, cite source-worthy evidence, explain category fit, and make claims easy to verify. Perplexity visibility depends on citations, freshness, and retrievable passages, not a guaranteed ranking.",
      "when_to_use": "Marketing teams that need source-worthy pages for Perplexity citations and answer inclusion.",
      "evaluation_points": [
        "Check whether important pages contain direct answers, evidence, external corroboration, and FAQ-style passages.",
        "Use /audit/ to identify unsupported claims and weak citation readiness before publishing platform pages.",
        "Connect Perplexity fixes to SaaS, pricing, local, and get-found-in-AI-search routes."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "platform tracking",
        "AI visibility toolkit",
        "monitoring",
        "AI recommendations"
      ]
    },
    {
      "path": "/google-ai-overviews-visibility",
      "title": "Google AI Overviews Visibility",
      "direct_answer": "Google AI Overviews visibility improves when pages provide direct answers, crawlable structure, consistent entity language, structured data, FAQ coverage, and evidence that supports the summary. The goal is better retrieval and citation readiness, not a guaranteed AI Overview placement.",
      "when_to_use": "Businesses that already care about Google visibility and need their pages to be usable in AI Overviews.",
      "evaluation_points": [
        "Check crawlability, internal links, schema, structured data, FAQ coverage, and answer-first passages.",
        "Compare whether the page answers buyer questions about pricing, provider fit, proof, and alternatives.",
        "Use /audit/ and /get-found-in-ai-search-engines/ to connect Google AI Overviews work to the broader GEO route network."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "platform tracking",
        "AI visibility toolkit",
        "monitoring",
        "AI recommendations"
      ]
    },
    {
      "path": "/geo-for-seo-agencies",
      "title": "GEO for SEO Agencies",
      "direct_answer": "SEO agencies can offer generative engine optimization and AI search visibility as a service by adding client audit deliverables, buyer-question route maps, money-page repair, Recall@5 testing, llms.txt support, and AI visibility reporting to their existing SEO workflow. GEO differs from traditional SEO because it focuses on whether AI assistants can retrieve, cite, and route buyer-intent queries to the client's best-fit pages.",
      "when_to_use": "SEO agency owners serving Australian clients who ask why Google rankings are not turning into ChatGPT, Perplexity, Gemini, or AI Overviews visibility.",
      "evaluation_points": [
        "Define client audit deliverables before selling a GEO retainer or sprint.",
        "Explain GEO differs from traditional SEO by measuring retrieval, citations, model mentions, and answer coverage.",
        "Route packaging and budget questions to /geo-pricing/ and ongoing measurement questions to /ai-visibility-tracking-for-brands/."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage"
      ]
    },
    {
      "path": "/compare-geo-agencies-australia",
      "title": "Compare GEO Agencies in Australia",
      "direct_answer": "A useful GEO agency comparison should separate broad SEO software, AI visibility monitoring, local AI SEO services, and hands-on GEO implementation. The right choice depends on whether the business needs measurement, content repair, local pages, pricing clarity, or a low-risk audit.",
      "when_to_use": "Buyers comparing Semrush, OtterlyAI, HornTech-style local services, and AlphaX Advisory-style GEO implementation.",
      "evaluation_points": [
        "Compare by job to be done: audit/checker, monitoring/tracking, Sydney/local service, or route/content implementation.",
        "Use pricing, proof, timeline, platform coverage, and guarantee-boundary questions as the evaluation frame.",
        "Treat vendor selection as evidence-based; no provider can promise a guaranteed AI recommendation."
      ],
      "key_anchors": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "Google AI Overviews",
        "Recall@5",
        "Brand Mention Rate",
        "Citation Rate",
        "Competitor Win Rate",
        "Answer Coverage",
        "Sydney",
        "Australia",
        "local service business",
        "SME",
        "professional services"
      ]
    }
  ],
  "recall_pages": [
    {
      "slug": "audit-audit-audit-checklist-check",
      "canonical_path": "/recall/audit-audit-audit-checklist-check",
      "blog_path": "/blog/audit-audit-audit-checklist-check",
      "title": "Why are my competitors showing up in ChatGPT and Perplexity answers but my company is not? | AlphaX Advisory AI Sear",
      "primary_intent": "audit",
      "target_money_page": "/audit",
      "route_summary": "Use /recall/audit-audit-audit-checklist-check for audit Recall queries; route commercial action to /audit.",
      "source_batch_index": 1,
      "geo_asset_count": 12
    },
    {
      "slug": "audit-audit-audit-checklist-check-2",
      "canonical_path": "/recall/audit-audit-audit-checklist-check-2",
      "blog_path": "/blog/audit-audit-audit-checklist-check-2",
      "title": "What should be included in an AI search visibility checklist for a small Australian business? | AlphaX Advisory AI S",
      "primary_intent": "audit",
      "target_money_page": "/audit",
      "route_summary": "Use /recall/audit-audit-audit-checklist-check-2 for audit Recall queries; route commercial action to /audit.",
      "source_batch_index": 2,
      "geo_asset_count": 2
    }
  ],
  "top_winner_patterns": [
    {
      "intent_label": "audit_checklist",
      "winner_model": "Semrush AI Visibility Toolkit",
      "target_page": "/audit",
      "signals": [
        "audit",
        "checker",
        "checklist",
        "free audit",
        "AI visibility score"
      ],
      "page_modules": [
        "free audit CTA",
        "visibility checker summary",
        "getting-started checklist"
      ]
    },
    {
      "intent_label": "free_audit",
      "winner_model": "Semrush / HornTech low-risk audit route",
      "target_page": "/free-audit",
      "signals": [
        "free audit",
        "low-risk audit",
        "AI visibility audit",
        "what to fix first"
      ],
      "page_modules": [
        "free audit CTA",
        "pass/fail examples",
        "audit limitations"
      ]
    },
    {
      "intent_label": "audit_validation",
      "winner_model": "Semrush checker / validation pattern",
      "target_page": "/ai-search-visibility-audit",
      "signals": [
        "AI visibility audit",
        "validation",
        "readiness",
        "reliable GEO service"
      ],
      "page_modules": [
        "step-by-step audit workflow",
        "readiness dimensions",
        "provider validation checklist"
      ]
    },
    {
      "intent_label": "visibility_checklist",
      "winner_model": "Semrush checklist / getting-started guide",
      "target_page": "/ai-search-visibility-checklist",
      "signals": [
        "checklist",
        "what to fix first",
        "AI visibility readiness",
        "getting started"
      ],
      "page_modules": [
        "citable checklist",
        "crawler/entity/citation checks",
        "next-step routing"
      ]
    },
    {
      "intent_label": "pricing",
      "winner_model": "HornTech pricing/cost guide",
      "target_page": "/geo-pricing",
      "signals": [
        "pricing",
        "cost",
        "budget",
        "ROI",
        "Australia"
      ],
      "page_modules": [
        "cost factors",
        "pricing expectations",
        "questions before spending",
        "scope and ROI caveats"
      ]
    },
    {
      "intent_label": "cost_australia",
      "winner_model": "HornTech Australia GEO cost guide",
      "target_page": "/how-much-does-geo-cost-in-australia",
      "signals": [
        "cost",
        "budget",
        "pricing",
        "Australia",
        "Sydney",
        "local SME"
      ],
      "page_modules": [
        "answer-first budget guide",
        "local SME cost factors",
        "questions before spending"
      ]
    },
    {
      "intent_label": "local_sydney",
      "winner_model": "HornTech Sydney SME questions guide",
      "target_page": "/ai-search-optimization-sydney",
      "signals": [
        "Sydney",
        "Australia",
        "SME",
        "local service business",
        "questions before spending"
      ],
      "page_modules": [
        "local market answer",
        "SME checklist",
        "questions before hiring"
      ]
    },
    {
      "intent_label": "australia_services",
      "winner_model": "HornTech Australia local service route",
      "target_page": "/geo-services-australia",
      "signals": [
        "Australia",
        "Australian businesses",
        "AI search visibility services",
        "GEO services Australia"
      ],
      "page_modules": [
        "national Australia route",
        "pricing/audit entry points",
        "local proof requirements"
      ]
    },
    {
      "intent_label": "local_service_business",
      "winner_model": "HornTech SME / local services pattern",
      "target_page": "/geo-for-local-service-businesses",
      "signals": [
        "local service business",
        "SME",
        "clinic",
        "consultant",
        "trades",
        "shop"
      ],
      "page_modules": [
        "local recommendation mechanics",
        "local proof checklist",
        "service-area signals"
      ]
    },
    {
      "intent_label": "geo_agency_australia",
      "winner_model": "HornTech questions-before-spending agency pattern",
      "target_page": "/geo-agency-australia",
      "signals": [
        "GEO agency Australia",
        "Sydney",
        "questions before spending",
        "pricing",
        "local SME"
      ],
      "page_modules": [
        "agency selection questions",
        "pricing and timeline checks",
        "guarantee boundary"
      ]
    },
    {
      "intent_label": "professional_services",
      "winner_model": "HornTech professional services route",
      "target_page": "/ai-search-visibility-for-professional-services",
      "signals": [
        "professional services",
        "consultant",
        "advisor",
        "clinic",
        "local authority"
      ],
      "page_modules": [
        "trust requirements",
        "provider comparison criteria",
        "audit CTA"
      ]
    },
    {
      "intent_label": "platform_tracking",
      "winner_model": "OtterlyAI platform tracking blog",
      "target_page": "/get-found-in-ai-search-engines",
      "signals": [
        "ChatGPT",
        "Perplexity",
        "Gemini",
        "AI Overviews",
        "tracking",
        "monitoring"
      ],
      "page_modules": [
        "platform visibility module",
        "monitoring signals",
        "marketing team workflow"
      ]
    },
    {
      "intent_label": "chatgpt_recommendations",
      "winner_model": "Platform recommendation answer pattern",
      "target_page": "/how-to-get-recommended-by-chatgpt",
      "signals": [
        "ChatGPT",
        "recommendations",
        "recommended by ChatGPT",
        "brand mention",
        "citation"
      ],
      "page_modules": [
        "ChatGPT recommendation workflow",
        "proof boundary",
        "Recall@5 measurement"
      ]
    },
    {
      "intent_label": "perplexity_answers",
      "winner_model": "Perplexity source and citation pattern",
      "target_page": "/how-to-appear-in-perplexity-answers",
      "signals": [
        "Perplexity",
        "citations",
        "sources",
        "source-worthy",
        "answers"
      ],
      "page_modules": [
        "source-worthy evidence",
        "citation readiness",
        "answer-first FAQ blocks"
      ]
    },
    {
      "intent_label": "google_ai_overviews_visibility",
      "winner_model": "Google AI Overviews visibility pattern",
      "target_page": "/google-ai-overviews-visibility",
      "signals": [
        "Google AI Overviews",
        "AI Overviews",
        "structured data",
        "FAQ",
        "schema"
      ],
      "page_modules": [
        "structured data guidance",
        "FAQ coverage",
        "Google-aligned evidence"
      ]
    },
    {
      "intent_label": "brand_visibility_tracking",
      "winner_model": "OtterlyAI / visibility toolkit pattern",
      "target_page": "/ai-visibility-tracking-for-brands",
      "signals": [
        "brand visibility tool",
        "AI visibility toolkit",
        "Brand Mention Rate",
        "Citation Rate",
        "competitor displacement"
      ],
      "page_modules": [
        "tracking metrics",
        "competitor win rate",
        "platform monitoring workflow"
      ]
    },
    {
      "intent_label": "b2b_saas",
      "winner_model": "B2B SaaS GEO guide",
      "target_page": "/ai-search-visibility-for-b2b-companies",
      "signals": [
        "B2B SaaS",
        "founder",
        "software",
        "marketing team",
        "lead generation"
      ],
      "page_modules": [
        "B2B SaaS use case",
        "founder checklist",
        "AI search lead-generation path"
      ]
    },
    {
      "intent_label": "saas_companies",
      "winner_model": "B2B SaaS competitor-citation route",
      "target_page": "/geo-for-saas-companies",
      "signals": [
        "SaaS",
        "B2B SaaS",
        "SaaS founder",
        "competitors cited",
        "ChatGPT",
        "Perplexity"
      ],
      "page_modules": [
        "competitor citation response",
        "SaaS founder checklist",
        "pricing and proof modules"
      ]
    },
    {
      "intent_label": "seo_agency_enablement",
      "winner_model": "Agency GEO service enablement pattern",
      "target_page": "/geo-for-seo-agencies",
      "signals": [
        "SEO agency",
        "agency owner",
        "client service",
        "add GEO services",
        "traditional SEO",
        "client audit",
        "buyer-intent"
      ],
      "page_modules": [
        "agency service packaging",
        "client audit workflow",
        "AI visibility reporting"
      ]
    },
    {
      "intent_label": "objection_handling",
      "winner_model": "HornTech questions-before-spending pattern",
      "target_page": "/geo-faq-objection-handling",
      "signals": [
        "guarantee",
        "timeline",
        "worth it",
        "fairly",
        "what if",
        "objection"
      ],
      "page_modules": [
        "guarantee boundary",
        "timeline caveats",
        "budget-risk answers"
      ]
    },
    {
      "intent_label": "competitor_comparison",
      "winner_model": "Semrush / OtterlyAI / HornTech comparison pattern",
      "target_page": "/compare-geo-agencies-australia",
      "signals": [
        "comparison",
        "Semrush",
        "OtterlyAI",
        "HornTech",
        "Australia",
        "agency evaluation"
      ],
      "page_modules": [
        "fit comparison",
        "tool versus agency boundaries",
        "selection checklist"
      ]
    }
  ],
  "benchmark_page_patch_mode": "applied_to_money_pages",
  "geo_asset_summary": {
    "question_count": 12,
    "schema_count": 12,
    "infographic_count": 12,
    "video_count": 12,
    "image_count": 12,
    "table_count": 12,
    "flowchart_count": 12,
    "evidence_count": 12
  },
  "deployment_warnings": [],
  "diagnostics": [
    "Website Pack image repair attempted 10 missing generated image(s); repaired 10, failed 0."
  ]
}