GEO Audit Tool

The end-to-end process — run it manually, or let TurboAudit's GEO Audit run all 8 in ~2 minutes. Either way, ship the top 3 fixes within a week.

1. 1

   Confirm AI crawler access

   Check robots.txt for explicit allow/disallow rules covering GPTBot, PerplexityBot, ClaudeBot, and Google-Extended. A blanket User-agent: * Disallow is still the #1 blocker we see — even on pages ranking #1 in Google.

   Fix: Add explicit Allow directives per AI user-agent; verify with curl -A 'GPTBot' against the URL.

2. 2

   Test JavaScript rendering

   View-source (Ctrl+U) and compare to the rendered DOM. AI crawlers vary in JS execution — Perplexity and ClaudeBot render less aggressively than Googlebot. Critical content gated behind client-side hydration is invisible to them.

   Fix: Server-render or pre-render anything you need cited: headings, first paragraph, structured data, key data points.

3. 3

   Score answer-first structure

   Measure the distance in words from the page's primary query to its direct answer. The Pew Research summary norm for AI-cited content is a 67-word median answer block. If your first 50 words don't contain a citeable answer, AI engines will either skip the page or paraphrase from elsewhere.

   Fix: Lead with a 1–3 sentence answer block. Use TL;DR or definition openers. Bold the key claim.

4. 4

   Audit schema completeness with content match

   Article / FAQPage / HowTo / Product / Organization — required properties present, JSON-LD valid, and (crucially) the schema content must match the rendered page text. Ahrefs' 2025 study found schema alone is not a citation signal — but content-match schema is.

   Fix: Use Schema.org's validator, then diff schema strings against page DOM. Remove orphan FAQ entries that don't exist in body content.

5. 5

   Verify E-E-A-T signals

   Author byline visible on the page, linked to a credentialed bio page, with Organization schema sameAs pointing to social/Wikipedia. AI engines penalize anonymous and low-trust pages, even when content is accurate. This is the cheapest GEO win available.

   Fix: Add author byline + 1 sentence credential line + link to /author/<name>. Add organizationJsonLd with sameAs array.

6. 6

   Measure citeability density

   Princeton's GEO paper isolated which content edits move the needle: Quotation +42.6%, Statistics +32.8%, Authoritative cites +27.7%. Count specific data points, named studies, and exact quotes per 500 words. If the number is under 3, the page is below citation threshold.

   Fix: Add 3+ specific stats per 500 words. Quote primary sources directly. Name the studies you cite.

7. 7

   Check freshness signals

   datePublished + dateModified both present in schema and visible in body. Princeton's freshness signal correlated +27.7% with citation. A 12-month-stale date or a missing dateModified pushes the page out of freshness consideration.

   Fix: Add visible 'Updated [date]' line. Set dateModified in schema. Bump only when content actually changes.

8. 8

   Prioritize fixes by impact × effort

   Order: crawl access (blocking — fix first), schema content-match (high impact, low effort), answer-first restructure (high impact, medium effort), citeability density (high impact, higher effort), freshness (low effort, ongoing). Don't optimize Layer 8 before Layer 1.

   Fix: Run the audit, sort issues by severity × effort, ship the top 3 within a week.

GEO Audit vs SEO Audit: what's different

Both audits overlap on technical health and structured content. They diverge on what they prioritize — and on which crawlers, signals, and outcomes they actually measure.

Bottom line: most SEO audit wins (technical health, structured headings, schema basics) also help GEO. But GEO surfaces signals SEO audits don't check — crawler-specific access, schema content match, citeability density, and answer-first extractability. Do both. Prioritize GEO on pages that target informational queries where AI Overviews already trigger.

The minimum viable GEO audit. Walk a page through these 10 items — every miss is a citation eligibility leak.

• 1robots.txt explicitly allows GPTBot, PerplexityBot, ClaudeBot, Google-Extended
• 2Critical content visible in view-source (not JS-only)
• 3Direct answer in the first 50 words of body content
• 4One H1, semantic heading hierarchy without skipped levels
• 5Article + relevant secondary schema (FAQPage / HowTo / Product) with content match
• 6Author byline linked to credentialed bio page
• 7Organization schema present with sameAs to social/Wikipedia
• 8≥ 3 specific data points per 500 words (Princeton citeability density)
• 9datePublished + dateModified present, gap under 12 months
• 10Internal links from cluster cornerstones (topical authority)