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 Get Your Site Mentioned in ChatGPT | AiVIS.biz

Getting your site mentioned in ChatGPT is achievable in a week. Not by paying, not by publishing more content — by fixing the three structural things GPTBot requires.

The three-step fix sequence

Step 1 — Unblock GPTBot. Edit your robots.txt to allow GPTBot explicitly. If you use Cloudflare, check Bot Fight Mode settings. Verify with: curl -A GPTBot https://yoursite.com/robots.txt

Step 2 — Ensure server-side rendering. If your site is a React/Vue/Angular SPA without SSR, ChatGPT receives empty HTML. Next.js, Astro, or static pre-rendering solves this. Check with View Source.

Step 3 — Add Organization JSON-LD. In your <head>: a single JSON-LD block with @type: Organization, name, url, sameAs links (LinkedIn, GitHub, Twitter). This gives ChatGPT a verified identity to attribute content to.

After the basics: maximize citation probability

Add Article schema with datePublished, author, and publisher to your top content pages.

Add FAQ schema to any page with question-answer format. ChatGPT heavily extracts FAQs for direct inclusion in answers.

Write specific, verifiable statements instead of marketing language. ChatGPT prefers factual claims over promotional copy.

Run an AiVIS.biz audit to find secondary blockers after the three primary issues are fixed.

Frequently Asked Questions

How long after fixing robots.txt will ChatGPT recrawl?: GPTBot crawl frequency varies, but most sites are recrawled within days to a few weeks after robots.txt changes. For browsing (real-time), the change takes effect on the next ChatGPT browsing session that queries your topic.
Does my page need to rank in Google to appear in ChatGPT?: No. ChatGPT's browsing crawls independently of Google. However, pages that rank well in Google tend to have stronger structural signals, which correlates with ChatGPT citation readiness.