SEO audits that think like a searcher, not just a crawler.
5 dedicated AI personas audit your site from every SEO angle — meta tags, search expectations, E-E-A-T, search conversion, and AI search readiness. Insights no traditional crawler can surface.
Traditional crawlers tell you what’s on the page.
They can’t tell you if it works.
Screaming Frog, Ahrefs, Semrush — they find missing meta tags and broken links. But they can’t tell you whether your content actually satisfies search intent, whether your SERP snippet over-promises, or whether an AI answer engine would actually cite your page. PersonaQA fills that gap.
Traditional crawlers
- Missing meta tags
- Broken links
- Duplicate titles
- Page speed metrics
- Sitemap errors
Data exists. Context doesn’t.
PersonaQA SEO personas
- Does this page satisfy search intent?
- Would Google trust this author?
- Would AI cite this page?
- Does commercial intent survive the page?
- Is your structured data valid for rich results?
The questions crawlers can’t answer.
Why this matters
Google’s algorithm increasingly evaluates content quality, E-E-A-T signals, and user satisfaction. AI answer engines decide whether to cite you based on structure and authority. Technical SEO is table stakes — the differentiator is content quality, intent alignment, and trust signals that no crawler can measure.
Every angle of SEO, covered.
Each persona is purpose-built for a specific dimension of SEO. Together they form the most comprehensive SEO audit available — combining the technical rigour of a crawler with the evaluative depth of an expert consultant.
SEO & Social
Technical SEO audit across every crawled page. Validates metadata, social sharing readiness, structured data, canonical URLs, heading hierarchy, and performs deep JSON-LD schema validation including rich result eligibility checks.
Technical · BFS CrawlWhat it audits
Meta Tags
Title length (50–60 chars), description length (150–160 chars), viewport, charset. Flags missing or out-of-range values.
Open Graph & Twitter Cards
Validates og:title, og:image, og:url, og:type, twitter:card, twitter:image. Flags missing required tags.
Canonical URLs
Verifies canonical presence and checks consistency with og:url. Flags mismatches that cause indexing confusion.
Heading Hierarchy
Single H1 check, H2–H6 nesting validation. Catches skipped levels, multiple H1s, and empty headings.
Structured Data
Detects Schema.org / JSON-LD types (Organization, Product, BreadcrumbList, etc.).
JSON-LD Schema Validation
Deep validation of structured data markup — FAQ, Product, Article, Organization schemas. Checks rich result eligibility and missing required fields.
Unique insight: Unlike basic crawlers, this persona rates each page’s CTR attractiveness — how click-worthy the SERP snippet is. Power words, emotional triggers, value proposition — scored 1–5.
Search Expectation Fulfilment
Does your content match what the user was looking for? Analytical SEO content audit — not a customer journey. Systematically evaluates each page’s content against its implied search query. Measures the gap between what the SERP snippet promises and what the page actually delivers.
AI Analysis · Content AuditWhat it surfaces
Intent Classification
Classifies each page: informational, navigational, commercial, or transactional. Checks if the content matches.
Fulfilment Score
1–5 score: does this page actually satisfy the implied search query? Identifies low-fulfilment pages.
Time to Value
Above fold / Requires scroll / Buried deep. How quickly does the core answer appear for the searcher?
Content Depth vs Fluff
Substance ratio: is this real depth or padded marketing content? Detects “Complete Guide” titles with 500-word pages.
Unique insight: Supports target keyword mode — supply an SEO target keyword and every page is evaluated against that specific query. “Would a searcher of this keyword find what they need here?”
E-E-A-T Auditor
Evaluates your site through Google’s E-E-A-T quality framework — Experience, Expertise, Authoritativeness, and Trustworthiness. Thinks like a Google Search Quality Rater.
AI Analysis · Quality RaterThe 4 dimensions scored
Experience (1–5)
First-hand knowledge? Real examples, case studies, original data — not generic advice copied from competitors.
Expertise (1–5)
Author bios, credentials, qualifications. Are the people behind the content qualified to write it?
Authoritativeness (1–5)
External citations, awards, industry recognition. Is this site/author a go-to source in its field?
Trustworthiness (1–5)
Contact info, privacy policy, editorial standards, security signals. Transparency over marketing polish.
Unique insight: Produces an overall A–F E-E-A-T grade plus a prioritised gap list showing the highest-impact improvements. “Add author bios with credentials” beats “improve content quality” every time.
Search Conversion Auditor
Will users from this keyword/phrase proceed to a sale or conversion? Simulates a searcher with buying intent who arrived from a commercial query. Evaluates whether landing pages convert that intent into action, or kill it. Detects the exact moment buying confidence drops (intent collapse) and measures the gap between SERP expectation and on-page commercial experience.
AI Analysis · ConversionWhat it tracks
Intent Collapse Detection
Pinpoints the exact page where buying confidence drops sharply. “I was ready to buy until I hit the pricing page.”
Price Discoverability
Transparent / Requires enquiry / Hidden / Not present. How much friction exists between intent and purchase?
Confidence Trajectory
Page-by-page buying confidence map. See exactly where the commercial journey succeeds or fails.
Expectation Gap
Where the SERP promise diverges most from the commercial reality on-page. The root cause of organic traffic that doesn’t convert.
Unique insight: Supports target keyword mode. Supply a commercial keyword and every page is evaluated against that buyer’s intent. “Would a searcher of best CRM for startups convert here?”
AI Search Readiness
Evaluates whether your content is structured for AI answer engines — ChatGPT, Perplexity, Gemini, Google AI Overviews. Scores against the 9 proven GEO (Generative Engine Optimization) strategies from academic research.
AI Analysis · GEOThe GEO scorecard
Citation Density
Does the page cite external sources, studies, or data? Citing sources boosts AI visibility by 40% (GEO research).
Statistics Presence
Are claims backed by specific numbers and data? Statistics boost AI visibility by 30–40%.
Extractability
Can AI pull clean, standalone answers from this page? Quotes the single most extractable statement.
Competitive Positioning
Would AI prefer this page over 4 competitor pages for the same query? Strong / Adequate / Weak.
Unique insight: Produces a domain-specific GEO action plan — classifies your site type (SaaS, e-commerce, legal, etc.) and recommends the top 3 GEO strategies with specific implementation steps. Not generic advice — concrete changes on named pages.
SEO is no longer just about crawlability.
It’s about quality.
Google’s Helpful Content Update
Google now demotes content that doesn’t satisfy search intent — regardless of technical SEO quality. E-E-A-T signals directly influence rankings. Our personas measure exactly what Google’s quality raters look for.
AI Answer Engines
ChatGPT, Perplexity, and Google AI Overviews decide whether to cite you based on extractability, authority, and structure. Our AI Search Readiness persona scores your content against the proven GEO strategies that boost AI visibility by 30–40%.
Traffic That Doesn’t Convert
You rank, you get clicks, but nobody converts. The Search Conversion Auditor and Search Expectation Fulfilment personas find the disconnect — the intent gap that analytics can’t explain.
Full SEO audit in under 10 minutes.
Enter your URL
Paste any publicly accessible URL. Works on staging, production, or preview deployments.
Pick SEO personas
Run one, a few, or all 5. Optionally supply a target keyword for intent and commercial personas.
AI crawls & evaluates
Each persona navigates your site in a real browser, collecting metadata and evaluating content page by page.
Get actionable reports
Structured findings with scores, page-by-page analysis, and prioritised recommendations you can act on immediately.
What PersonaQA SEO covers vs traditional tools
| Capability | Screaming Frog | Ahrefs / Semrush | Google Search Console | PersonaQA |
|---|---|---|---|---|
| Meta tag validation | ||||
| Structured data / JSON-LD validation | ||||
| Broken link detection | ||||
| Search expectation fulfilment scoring | ||||
| E-E-A-T compliance scoring | ||||
| AI search readiness / GEO scoring | ||||
| Search conversion collapse detection | ||||
| Content depth vs fluff analysis | ||||
| Target keyword evaluation mode |
The highlighted rows show capabilities that only PersonaQA provides. Traditional tools cover the top 3 rows. PersonaQA covers all 9.
Frequently asked questions
Does this replace Screaming Frog / Ahrefs / Semrush?
No — it complements them. Traditional tools handle crawlability, backlink analysis, and rank tracking exceptionally well. PersonaQA adds the content quality, intent alignment, and trust evaluation layer that crawlers can’t provide. Use them together for complete SEO coverage.
How does the “target keyword” mode work?
When you start a run with the Search Expectation Fulfilment or Search Conversion Auditor personas, you can supply an SEO target keyword. Every page is then evaluated against that specific query — “Does this page serve someone who searched for this exact keyword?” It turns a general content audit into a laser-focused keyword audit.
What does the AI Search Readiness persona actually evaluate?
It scores your content against the 9 GEO strategies proven by academic research to boost AI citation rates: citing sources (+40% visibility), adding statistics (+30–40%), quotation usage, content fluency, readability, authoritative tone, and more. It also classifies your site’s domain and provides a tailored action plan with specific changes on named pages.
Can I run all 5 SEO personas at once?
Yes. You can run individual personas for focused audits, or run all 5 together for a comprehensive SEO assessment. Each persona generates its own structured report with page-by-page findings.
How many pages does each persona audit?
The technical persona (SEO & Social) crawls 5–15 pages via breadth-first navigation. AI-driven personas (Search Intent, E-E-A-T, Search Conversion, AI Readiness) typically audit 10–12 pages, prioritising the most important template types.
Can I use this on staging or preview URLs?
Yes. Any publicly accessible URL works — staging environments, Vercel previews, Netlify deploys. Audit your SEO before it goes to production.