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.

How to Know If AI Can Read My Website | AiVIS.biz

You cannot see what AI sees on your site. Here is how to check — quickly, specifically, and without guessing.

Manual test sequence (5 minutes)

Test 1 — robots.txt: Visit yoursite.com/robots.txt. Search for GPTBot, ClaudeBot, PerplexityBot, anthropic-ai. If any say 'Disallow: /', that crawler is blocked.

Test 2 — View Source: Right-click your page, View Source (not Inspect). Look at the <body>. If it contains mostly script tags with minimal text content, your site is client-rendered. AI cannot read it.

Test 3 — JSON-LD check: In View Source, search for 'application/ld+json'. If not found, your site has no structured data. If found, check for @type: Organization at minimum.

Test 4 — Meta description: In View Source, search for 'name=\

'. If missing, your meta description is absent.

After manual checks: run a full audit

Manual checks cover the four most critical failure points. But there are 50+ extraction signals across seven dimensions. An AiVIS.biz audit checks all of them in under two minutes, assigns a composite score, and provides prioritized fix recommendations with BRAG evidence IDs.

Observer tier is free. Enter any URL and get your extraction readiness assessment with your top blockers identified.

Frequently Asked Questions

Is there a way to simulate exactly what GPTBot sees?: AiVIS.biz uses a headless Chromium browser with AI crawler user-agents to fetch pages, simulating the AI crawl experience more closely than standard tools. The rendering and extraction simulation is the closest proxy to actual GPTBot behavior.
My View Source shows some content, but not all of it — what does that mean?: Partial server-side rendering means some content is available to AI crawlers but some is not. The content missing from View Source is JavaScript-rendered and invisible to most AI crawlers. Run an AiVIS.biz audit to see exactly which content is and isn't extractable.