AI Citation Diagnostics

AI Search Visibility Audit

Diagnose why ChatGPT, Perplexity, and Google AI Overviews don't cite your pages. Get a scored report with prioritized fixes in ~2 minutes.

250+

Signals checked

4+

AI systems covered

~2 min

Per audit

Free plan available · No credit card required

Sound familiar?

The following AI visibility problems are the most common issues TurboAudit diagnoses — and the specific fixes TurboAudit recommends.

The symptoms

  • You rank on page 1 but never appear in AI Overviews
  • Competitors are cited by Perplexity — your pages aren't
  • ChatGPT mentions your category but not your brand
  • AI Overviews cite outdated information instead of your updated content
  • Your schema passes validation but doesn't improve AI citation
  • Your content is thorough but AI still quotes simpler pages

What TurboAudit finds

  • Restructure content with direct answers in the first 50 words
  • Add Article, FAQPage, or Product schema with required AI properties
  • Strengthen author credentials with visible bylines and bio pages
  • Add specific, verifiable data points AI can extract and attribute
  • Ensure the page renders fully without JavaScript for AI crawlers
  • Update dateModified on every substantive content change

Your AI visibility score explained

TurboAudit produces an overall score (0–10) from 7 weighted dimensions. Each dimension surfaces specific issues and prioritized fixes.

example.com/blog/ai-search-guideScore: 6.1 / 10 — Needs Work
Technical Access8.5
Schema Markup4.0Add Article schema with author, datePublished
E-E-A-T Signals5.5Link author bio from byline
Content Quality7.0
AI Citeability4.5Add 3+ specific data points in first 300 words
Keyword & Intent7.5
Risk Signals8.0

3 priority fixes identified · Est. total effort: 1.5 hrs · Projected score improvement: +2.1 pts

Example scores shown above are illustrative. Actual scores are computed from TurboAudit's 7-dimension audit engine.

Fix roadmap by effort level

TurboAudit groups every fix by effort so teams know where to start for the fastest gains.

Quick win< 30 min
  • Add or complete Article / FAQPage schema
  • Add author byline with linked bio page
  • Restructure opening paragraph to answer the query directly
  • Update dateModified to reflect most recent edit
Medium-term1–2 weeks
  • Add specific stats, data points, and verifiable claims throughout
  • Create author authority page with credentials and publications
  • Add external citations to authoritative sources
  • Improve heading structure for easier AI extraction
Longer-term1–3 months
  • Build E-E-A-T through bylined expert content series
  • Establish entity recognition through consistent brand mentions
  • Earn citations from high-authority domains in your space
  • Develop original research and proprietary data to cite

How TurboAudit fits your toolstack

TurboAudit is not a replacement for existing SEO tools — TurboAudit fills the AI visibility gap that traditional SEO tools leave open.

ToolBest forAI visibility gap
Google Search ConsoleClick and impression dataDoesn't show AI citation status
Semrush / AhrefsKeyword rankings, backlinksNo AI-specific signal scoring
Screaming FrogTechnical site crawlNo E-E-A-T, schema AI-completeness, or citeability checks
Google Rich Results TestSchema validationValidates format only — not AI citation completeness
TurboAuditAI citation signal scoring across 7 dimensionsNot a site-wide crawler or backlink tool

Who runs AI visibility audits

Content marketers

Articles and guides that rank but never appear in AI Overviews or Perplexity

Growth teams

Landing pages not included in AI-generated comparison or recommendation responses

SEO specialists

Adding AI citation auditing to existing technical and on-page SEO services

Founders & PMs

Understanding why AI mentions competitors but doesn't cite their product pages

Simple, transparent pricing

Start free. Upgrade when you need higher audit volume.

Free

$0forever

  • 1 audit / month
  • 7-branch scoring
  • Limited issue visibility
Get started

Starter

$29.99per month

  • 5 audits / month
  • Full issue visibility
Get Starter

Pro

$129.99per month

  • 100 audits / month
  • Full issue visibility
  • Full recommendations and evidence
  • Action plan with code snippets
Get Pro

Pricing is indicative. See full pricing →

Deep-dive guides

Last updated: February 2026

Frequently asked questions

What is AI search visibility?+

AI search visibility is the likelihood that AI search systems — Google AI Overviews, Perplexity, ChatGPT, Copilot — will cite your pages in their responses. AI search visibility is determined by a combination of technical access, schema, trust signals, content structure, and citeability — not just traditional ranking factors.

Why can a page rank highly but not appear in AI results?+

Traditional rankings and AI citation use overlapping but different signals. AI systems prioritize direct-answer structure, verified author expertise, schema-marked content, and specific extractable claims. A page can rank for a keyword without meeting the citation requirements that ChatGPT, Perplexity, and AI Overviews evaluate.

What does TurboAudit's AI search visibility audit check?+

TurboAudit checks 7 dimensions: technical crawl access (robots.txt, JavaScript rendering), schema markup, E-E-A-T trust signals, content quality and depth, AI citeability (direct answers, data density), keyword and intent alignment, and risk signals that could suppress citation.

How quickly can I improve AI search visibility?+

Some fixes take days — adding schema, restructuring opening paragraphs, updating dateModified. E-E-A-T improvements (author bios, external citations) take longer to be evaluated by AI systems. According to SEO industry case studies, most pages see improvement in AI citation within 4–12 weeks of fixing priority issues.

Does TurboAudit work for all types of pages?+

Yes. TurboAudit audits any public page — blog posts, landing pages, product pages, pricing pages, comparison pages. Each page type has different AI citation patterns, and TurboAudit's 7-dimension scoring accounts for page-type differences automatically.

How is TurboAudit different from Google Search Console?+

Google Search Console shows clicks, impressions, and indexing status for traditional search. Search Console doesn't show whether AI systems are citing your pages or why they aren't. TurboAudit specifically evaluates the signals that determine AI citation eligibility — schema completeness, E-E-A-T, content structure, and citeability.

Which AI systems does TurboAudit optimise for?+

TurboAudit's scoring is calibrated for Google AI Overviews, Perplexity, ChatGPT Browse, and Bing Copilot. All four AI systems use similar underlying signals (schema, E-E-A-T, content structure, crawl access), so improvements typically benefit all AI search platforms simultaneously.

Can poor AI visibility hurt traditional SEO rankings?+

Indirectly, yes. Many AI visibility improvements — better content structure, clearer E-E-A-T signals, proper schema — also strengthen traditional ranking signals. Pages consistently passed over by AI citation may see declining organic traffic as AI Overviews push traditional results further down the page.

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