What is AI search visibility and why does it matter?

AI search visibility is the degree to which an AI system; such as ChatGPT, Perplexity, Claude or Google Gemini Overviews; can parse, trust and cite your website content in generated answers. A page that scores poorly for AI search visibility is unlikely to appear as a source or citation in AI generated responses, regardless of its traditional search ranking. AI search visibility depends on structured data quality, heading clarity, content depth, metadata completeness and machine readable formatting.

How does AiVIS.biz calculate a search visibility score?

AiVIS.biz runs a multi-stage audit pipeline: it crawls the target URL with a real browser, extracts structural signals (headings, schema, meta tags, body content, links), runs technical checks, then passes the evidence to a primary AI model for scoring. On Signal and Score Fix tiers, a second AI model peer-critiques the findings and a third validates the final result. The 0-100 CITE LEDGER score is a weighted composite across seven dimensions: Schema and Structured Data (20%), Content Depth (18%), Technical Trust (15%), Meta Tags and Open Graph (15%), AI Readability (12%), Heading Structure (10%), and Security and Trust (10%). Each finding is tied back to real page evidence.

What is the difference between AiVIS.biz and traditional query and answer engine tools?

Traditional SEO tools optimize for search engine crawlers and ranking signals like backlinks or keyword density. AiVIS.biz focuses specifically on answer engine readiness; whether AI systems can extract, trust and cite your content in generated responses. AiVIS.biz evaluates machine readability, entity clarity, schema coverage and citability rather than link authority. Every recommendation is evidence-linked, meaning it references the specific crawled signal that triggered it, not a generic checklist. The platform also tracks brand presence across citation sources and discussion platforms: Answer Engine Optimization (AEO).

What sources does brand mention tracking monitor?

Brand mention tracking scans 19 public sources: Reddit, Hacker News, Mastodon, DuckDuckGo site search, Bing site search, Google News RSS, GitHub repositories, Quora, Product Hunt, Stack Overflow, Wikipedia, Dev.to, Medium, YouTube, Lobsters, Bluesky, Twitter/X, Lemmy and GitHub Discussions. Available on the Alignment tier and above.

What plans does AiVIS.biz offer and what is included?

AiVIS.biz offers five tiers. Observer (free) includes 3 scans per month powered by open-weight AI models. Starter ($15/month) includes 15 scans per month with full recommendations, implementation code, PDF exports, and shareable links. Alignment (Core, $49/month) includes 60 scans per month with paid AI models, competitor tracking, brand mention scanning, reverse engineering tools, and WebMCP access. Signal (Pro, $149/month) includes 200 scans per month with a triple-check pipeline, citation testing, niche ranking, scheduled citation tests, team workspaces with 25 seats, full MCP/API access, and white-label reports. Score Fix (AutoFix PR, $299 one-time) uses higher capacity models and generates automated GitHub PRs with 250 credits.

AI Not Picking Up My Pages — Extraction Failures | AiVIS.biz

Your pages exist. They load fine in a browser. AI still does not use them. The browser experience and the AI crawl experience are not the same.

What 'not picking up' actually means

There are three distinct failure modes that all look like 'AI isn't finding my pages.'

Fail 1 — Access blocked: The crawler never reaches the page. Cause: robots.txt Disallow, CDN WAF, or rate limiting. Symptom: completely absent across all AI systems.

Fail 2 — Content not delivered: The crawler reaches the page but gets empty HTML. Cause: client-side rendering. Symptom: AI has no content to extract.

Fail 3 — No attribution: Content extracted but not attributed. Cause: missing schema. Symptom: AI may use your content but cite someone else, or generate a response without naming you.

Which pages to audit first

Start with your highest-value pages: primary service page, homepage, and one authoritative content page. If these fail extraction, everything downstream is irrelevant.

AiVIS.biz lets you audit any URL and tracks historical scores. Run baseline audits on your core pages, fix the blockers, and re-audit to measure improvement.

Frequently Asked Questions

Does page indexation in Google guarantee AI will pick it up?: No. Google indexation and AI extraction are completely independent processes. Use Google Search Console to verify Google indexation; use AiVIS.biz to verify AI extraction readiness.
Can a CDN prevent AI from picking up my pages?: Yes. Cloudflare Bot Fight Mode, Sucuri WAF, and similar services often block AI crawlers by default. Configure explicit allowances for GPTBot, ClaudeBot, and PerplexityBot.