Before buying AI visibility monitoring, make sure the site is crawlable, answerable, structured, trustworthy, accessible and ready to convert the traffic it earns.
Tracking platforms can tell you where you appear. This checklist focuses on whether your public site deserves to appear at all.
Answer engines cannot cite what normal search systems cannot access, render or understand.
AEO starts when a page directly answers the questions a buyer or assistant is likely to ask.
AI systems need consistent names, relationships and categories before tracking data becomes useful.
Tracking mentions is premature if the public site gives answer engines no reason to trust or cite it.
AI-built sites often look finished while missing the basics that search, accessibility and conversion depend on.
Readiness work should produce fixes first, then tracking once the site has something worth measuring.
Google's public guidance keeps generative AI Search tied to normal Search eligibility and helpful content. Specialist AI visibility platforms then measure mentions, prompts, citations, sentiment and competitors. PageLens AI sits before that: it checks whether the live site is ready to be understood, cited and trusted.
Google frames AI Overviews and AI Mode around normal Search eligibility, helpful content and indexed pages.
Official referenceGoogle's guidance says foundational SEO remains relevant for generative AI features.
Official referenceAI visibility tracking focuses on mentions, prompts, competitors, sentiment and blockers.
Official referenceProfound positions tracking around visibility, share of voice, sentiment, citations and competitors.
Official referencePeec tracks visibility, mentions, competitor performance and the sources shaping AI answers.
Official referenceThe FAQ schema and visible answers match so visitors, Google and answer engines see the same guidance.
AEO readiness means the public site is crawlable, understandable, answerable, trustworthy and structured enough for answer engines to summarize or cite it. It is not the same as live AI rank tracking.
Usually no. If the site is thin, unclear, inaccessible, blocked from crawling or missing trust signals, tracking tools may only confirm that the brand is not cited. Fix readiness first, then track prompts that matter.
SEO and AEO overlap. Search basics still matter: indexing, helpful content, technical quality and trust. AEO adds emphasis on direct answers, entity clarity, comparison-friendly content, citation evidence and structured information that answer engines can quote safely.
AI visibility monitoring becomes useful when you have enough content, authority and clear buyer pages to benchmark. At that point, tools can show mentions, citations, sentiment, competitor gaps and prompts to prioritize.
PageLens AI scans the live site for readiness blockers across SEO, AI search, accessibility, performance, trust, tracking, security and conversion, then turns findings into fix prompts and re-scan proof.
Run a free preview when you want the first answer. Use Launch Pack when you need desktop and mobile evidence, fix prompts and one included re-scan before public traffic or AI visibility work.
Get the AEO readiness checklist by email
We will send the checklist, the free scan link and the Launch Pack path for when your site needs a repair loop before AI visibility tracking.