GEO audit · zero-variance scoring

Your competitor is being cited in ChatGPT.

ChatGPT, Claude, Perplexity, Gemini, and Bing Copilot are quietly rewriting how buyers find software. We score every page for the queries you should be winning — then write the fixes for you. No more guessing what AI search wants.

Free with email signup<90s end-to-endNo credit card
The hidden funnel leak

Right now, ChatGPT is recommending your competitor to your buyers.

Google sends fewer commercial-intent clicks every quarter. ChatGPT, Claude, and Perplexity now answer those queries directly — and when they do, they cite 2-4 brands by name. If yours isn't one of them, you don't exist for that buyer. Not on page 4. Not at all.

Sample · what an AI-search query map looks like in your category
best CRM for small B2B teams
AI cites: hubspot.comyou: page 4
alternative to Pipedrive 2026
AI cites: close.comyou: not cited
AI sales coaching software
AI cites: gong.ioyou: not cited
how to set up lead routing
AI cites: salesforce.comyou: not cited
— Scores your site against five engines, every audit
ChatGPT
Claude
Perplexity
Gemini
Bing Copilot
— What we measure

Six dimensions, every audit.

Each Georank score is a weighted blend of six independent dimensions. Here's what each one looks at.

0

Citability

How well AI engines can quote your page.

Brand authority

Cross-platform mention footprint that AI models corroborate against.

E
E
A
T

Content E-E-A-T

Experience, expertise, authoritativeness, trustworthiness signals.

Technical GEO

Crawlability, render path, canonical chain, and page speed.

Schema

Structured data coverage and schema-org accuracy.

Platform optimization

Per-engine optimization across ChatGPT, Claude, Perplexity, Gemini, Bing Copilot.

— Live signal · last 24h

Every citation, every engine, tracked.

ChatGPTyourstore.com47×
Claudenotion.so/product31×
Perplexityvercel.com/docs89×
Geminifigma.com/community22×
Binglinear.app/method54×
ChatGPTsupabase.com/blog63×
Claudetailwindcss.com78×
Perplexitynextjs.org/learn104×
ChatGPTyourstore.com47×
Claudenotion.so/product31×
Perplexityvercel.com/docs89×
Geminifigma.com/community22×
Binglinear.app/method54×
ChatGPTsupabase.com/blog63×
Claudetailwindcss.com78×
Perplexitynextjs.org/learn104×
Geminiopenai.com/research58×
ChatGPTanthropic.com/news92×
Binggithub.com/features41×
Claudeshopify.com/blog67×
Perplexityairtable.com29×
Geminiwebflow.com/blog48×
ChatGPTretool.com/use-cases73×
Bingposthog.com/docs35×
Geminiopenai.com/research58×
ChatGPTanthropic.com/news92×
Binggithub.com/features41×
Claudeshopify.com/blog67×
Perplexityairtable.com29×
Geminiwebflow.com/blog48×
ChatGPTretool.com/use-cases73×
Bingposthog.com/docs35×
How it works

Three steps. Under 90 seconds.

Scroll. The mockup morphs as each step passes.

01Step 01

Paste any URL.

Blog post, product page, landing page. Georank normalizes it, fetches the rendered HTML, and queues the six analyzers.

  • Handles JS-rendered sites via headless fetch
  • SSRF + private-network URL rejection
  • Per-user rate limit to stop credit abuse
georank / input● LIVE
— paste a URL
https://yourstore.com
Fetching HTML
142 ms
Normalizing DOM
38 ms
Queueing 6 analyzers
run
Citability scorer
02Step 02

Six dimensions, weighted.

Citability, brand authority, content E-E-A-T, technical GEO, schema, platform-specific fit. Every analyzer runs at temperature zero — the same URL produces the same score.

  • Citations scored against 5 AI engines
  • Composite weighted by impact, not vibes
  • Variance measured, not estimated
georank / radar● LIVE
72/ 100
composite
Cit
88
Auth
71
EEAT
64
Tech
52
Sch
78
Plat
95
03Step 03

Copy-pasteable fixes.

Revised H1s, complete JSON-LD blocks, FAQ sections, robots directives. Drop them into your CMS — no rewriting, no translation.

  • Ranked by impact per dimension
  • JSON-LD validates in Google Rich Results
  • Diff view against your current markup
georank / fixes● LIVE
— fix queue4 ready
CITAdd FAQ schema to /pricing+6.2
EEATPublish author bios on 4 posts+4.1
TECHUnblock OAI-SearchBot in robots+8.2
SCHFix broken Open Graph tags+3.1
— generated json-ld · ready to pasteCopy
{"@context":"https://schema.org","@type":"FAQPage",
  "mainEntity":[{ "@type":"Question",
    "name":"What is zero-variance scoring?"…
Trend, not one-offs

See the delta between two audits.

Re-run the same URL a month later. Georank stores every audit, lets you compare any two, and shows you exactly which dimension moved.

— yourstore.com · last 30 days● IMPROVING
Mar 1
0/ 100
46
41
50
52
85
48
Apr 1
0/ 100
61
57
77
80
47
67
30-day trend5168
Composite delta+0
Compare your own
Compared to the rest

Built for the job the others can't do.

Most GEO tools are dashboards. Georank is an instrument. Side-by-side with the market leaders.

Swipe to compare →

— Capability
GeorankUs
Profound
Peec AI
Otterly.ai
AthenaHQ
Pay-per-audit pricingNo subscription, credits don't expire
Deterministic scoringSame URL → same score, every run
AI engines tracked
5
1 (Starter) → 10+ (Enterprise)
3
4 (+2 add-on)
8
Six weighted dimensionsCitability, authority, E-E-A-T, tech, schema, platform
Copy-pasteable JSON-LD fixesReal patches, not 'audit reports'
Brand authority scan across 5 platformsYouTube, Reddit, Wikipedia, LinkedIn, press
llms.txt generator
Head-to-head URL compare
API access
Enterprise only
Enterprise only
Starting price
$2.90/audit
$99/mo
€85/mo
$25/mo
$295/mo
YesPartialNo

Pricing sourced Apr 25, 2026 from tryprofound.com · peec.ai · otterly.ai · athenahq.ai

Early-access teams

Used by the people who report on AI visibility.

We finally stopped arguing about whether the score moved or just the LLM had a bad day. Same URL, same number, every time. That alone justifies the spend.
Maya ChenHead of Growth · B2B SaaS
The fix list is the part nobody else gets right. I don't need another color-coded chart — I need the JSON-LD I can paste into the page.
Adrien RousseauSEO Lead · DTC
Used it on a competitor URL and the head-to-head pulled out three things we hadn't even considered. Spent more on coffee that week than on the audit.
Sasha IversonContent Strategist · Media
I wanted something I could run before a board update without booking a four-hour analyst block. Took me 12 minutes the first time and the deck wrote itself.
Priya AnandFounder · Series A
We were quoting GEO retainers we couldn't actually deliver on. Now the audit is the deliverable. Clients see the diff month over month and stop asking what we do.
Marcus HollanderAgency Owner · 4-person team
The brand-mention scan caught two trade pubs that had been mis-citing our founder's title for a year. Pitched corrections the next day.
Yuki TanakaPR Director · Consumer Tech
We finally stopped arguing about whether the score moved or just the LLM had a bad day. Same URL, same number, every time. That alone justifies the spend.
Maya ChenHead of Growth · B2B SaaS
The fix list is the part nobody else gets right. I don't need another color-coded chart — I need the JSON-LD I can paste into the page.
Adrien RousseauSEO Lead · DTC
Used it on a competitor URL and the head-to-head pulled out three things we hadn't even considered. Spent more on coffee that week than on the audit.
Sasha IversonContent Strategist · Media
I wanted something I could run before a board update without booking a four-hour analyst block. Took me 12 minutes the first time and the deck wrote itself.
Priya AnandFounder · Series A
We were quoting GEO retainers we couldn't actually deliver on. Now the audit is the deliverable. Clients see the diff month over month and stop asking what we do.
Marcus HollanderAgency Owner · 4-person team
The brand-mention scan caught two trade pubs that had been mis-citing our founder's title for a year. Pitched corrections the next day.
Yuki TanakaPR Director · Consumer Tech
Most tools tell you what's wrong. This one tells you what to write. The rewrite suggestions on our pillar pages went straight into the editorial backlog.
Daniel OkaforContent Director · Fintech
I run it weekly on the URLs we care about most. The deltas are small but they're real, and that's what I needed — not another dashboard, a heartbeat.
Elena VossHead of SEO · Marketplace
Our content team kept asking why a page wasn't getting cited. Now we have a checklist instead of a guess. That conversation is much shorter.
Kwame AsanteGrowth Marketer · Series B
I'm a founder, not an SEO. I wanted something that would explain what was broken in plain English and tell me what to do about it. This does that.
Hannah BergströmFounder · Bootstrapped SaaS
The white-label PDF is the unsung hero. I send it to clients before our monthly call and the call is twenty minutes shorter because the questions are already answered.
Theo LambertAgency Owner · Boutique consultancy
Schema generation that actually validates is rarer than it should be. I haven't had to fix one by hand since we switched.
Reina PatelContent Lead · Healthcare
Most tools tell you what's wrong. This one tells you what to write. The rewrite suggestions on our pillar pages went straight into the editorial backlog.
Daniel OkaforContent Director · Fintech
I run it weekly on the URLs we care about most. The deltas are small but they're real, and that's what I needed — not another dashboard, a heartbeat.
Elena VossHead of SEO · Marketplace
Our content team kept asking why a page wasn't getting cited. Now we have a checklist instead of a guess. That conversation is much shorter.
Kwame AsanteGrowth Marketer · Series B
I'm a founder, not an SEO. I wanted something that would explain what was broken in plain English and tell me what to do about it. This does that.
Hannah BergströmFounder · Bootstrapped SaaS
The white-label PDF is the unsung hero. I send it to clients before our monthly call and the call is twenty minutes shorter because the questions are already answered.
Theo LambertAgency Owner · Boutique consultancy
Schema generation that actually validates is rarer than it should be. I haven't had to fix one by hand since we switched.
Reina PatelContent Lead · Healthcare
I bill by the hour and this gives me back about a day a week. The competitor diff alone replaces a tool I was paying triple for.
Owen McKinleySEO Consultant · Independent
We used to wait for the agency report at the end of the month. Now I can check the score before our weekly stand-up. It changes the whole rhythm.
Sofía MarínMarketing Director · E-commerce
It's the first audit tool I've used where the recommendations don't read like they were generated by another AI that hadn't read the page.
Jonas WeberHead of Content · B2B
The brand authority section maps cleanly onto the work we already do. I finally have a way to show comms ROI to people who only look at SEO numbers.
Amara DialloPR Manager · Lifestyle brand
Onboarding was three minutes. I had a usable audit before my coffee was cold. That's the bar for anything I keep paying for.
Liam O'SullivanFounder · Early-stage startup
What I like is that it doesn't pretend to know things it can't measure. When something is uncertain, it says so. That's a posture I trust.
Naomi GreenbergHead of Growth · Marketplace
I bill by the hour and this gives me back about a day a week. The competitor diff alone replaces a tool I was paying triple for.
Owen McKinleySEO Consultant · Independent
We used to wait for the agency report at the end of the month. Now I can check the score before our weekly stand-up. It changes the whole rhythm.
Sofía MarínMarketing Director · E-commerce
It's the first audit tool I've used where the recommendations don't read like they were generated by another AI that hadn't read the page.
Jonas WeberHead of Content · B2B
The brand authority section maps cleanly onto the work we already do. I finally have a way to show comms ROI to people who only look at SEO numbers.
Amara DialloPR Manager · Lifestyle brand
Onboarding was three minutes. I had a usable audit before my coffee was cold. That's the bar for anything I keep paying for.
Liam O'SullivanFounder · Early-stage startup
What I like is that it doesn't pretend to know things it can't measure. When something is uncertain, it says so. That's a posture I trust.
Naomi GreenbergHead of Growth · Marketplace
Pay per audit

No subscription, no seat pricing.

One credit, one full audit. Credits never expire.

Starter

Perfect for individuals auditing a handful of pages.

$29

10 credits · $2.90/audit

Best for

Solo founder testing AI visibility on one site.

What you can do
  • Audit your 10 most important pages once
  • Run an llms.txt scan + 9 page audits
  • 3 head-to-head competitor compares (3 credits each) + 1 audit
Get started
Recommended

Growth

Great for small agencies and growing content teams.

$99

50 credits · $1.98/audit

Best for

Small agency on a monthly client cadence.

What you can do
  • Re-audit 12 pages monthly for a quarter
  • 16 head-to-head competitor compares (3 credits each)
  • 25 brand authority scans (2 credits each)
Get started

Agency

High-volume auditing for agencies with multiple clients.

$299

200 credits · $1.50/audit

Best for

High-volume consultancy across many clients.

What you can do
  • Monthly cadence on 16 client pages all year
  • 66 head-to-head competitor compares (3 credits each)
  • 100 brand authority scans (2 credits each)
Get started
— Every plan includes

The full audit engine. Every tier.

Tiers differ on credit volume — never on features. Same scoring, same outputs, same tools.

  • Scored across 5 AI engines (ChatGPT, Claude, Perplexity, Gemini, Bing Copilot)
  • Six weighted dimensions (citability, brand, E-E-A-T, technical, schema, platform)
  • Copy-pasteable JSON-LD patches
  • Prose rewrites for headings + paragraphs
  • Unwatermarked PDF for client deliverables
  • Audit history with side-by-side compare
  • 3-tool suite (llms.txt generator, brand authority scan, head-to-head compare)
  • API access (POST /api/v1/audits, bearer auth)
  • Deterministic scoring — same URL, same score, every time
  • Credits never expire
  • Failed audits auto-refund the credit
  • AI-crawler-friendly robots.txt + llms.txt generation
FAQ

Questions, answered.

The free tier is the whole product

Get your score. Trend it. Fix it.

Free score in under 90 seconds. No credit card for the free tier.

georank

GEO audit tooling that tells you exactly how AI search engines see your site — and what to fix.

Product

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Zero-variance GEO scoring