AI Visibility Audit · Citation Monitoring
Audit your AI visibility — then monitor it over time.
Buyers ask ChatGPT, Perplexity, Claude, and Gemini before they click a search result. GeoReady verifies that your URL can be reached, understood, and cited by those answer engines, gives you a 0–100 score and prioritized fixes across 8 signal categories — then re-checks weekly, so you see whether your visibility improves or regresses over time.
Free report, no account required.POST /api/audit
A single audit is a photograph — a point in time. Monitoring is the video sequence: it re-runs the same scoring on a schedule and tells you when your visibility moves.See monitoring plans.
- 970
- GitHub stars
- 8.4k
- downloads/mo
- 2.3k
- audits run
live · GET /api/stats
The eight gates every audit runs
models/config.py · SCORING · Σ = 100 pts
01Robots.txt18 ptsrobotsqueued
Whether citation crawlers are allowed to fetch the site at all.
02llms.txt18 ptsllmsqueued
Presence and depth of the root-level orientation file, including llms-full.txt.
03Schema JSON-LD16 ptsschemaqueued
Valid structured data: Organization, WebSite, Article, FAQ.
04Meta tags14 ptsmetaqueued
Title, description, canonical, and Open Graph completeness.
05Content12 ptscontentqueued
Heading hierarchy, word count, lists, front-loaded answers.
06Signals6 ptssignalsqueued
Declared language, feed availability, freshness date.
07AI discovery6 ptsai_discoveryqueued
The .well-known/ai.txt and /ai/*.json endpoints.
08Brand & entity10 ptsbrand_entityqueued
Naming coherence, Knowledge Graph readiness, topic authority.
AI SEO is not a checklist. It is a retrieval path.
Traditional SEO asks whether a page can rank. AI SEO asks whether an answer engine can reach it, parse it, trust it, and cite it.
01Access
Crawler permissions, HTTP behavior, and server-rendered content decide whether AI systems can reach the page.
02Meaning
llms.txt, schema, headings, and entity consistency help the model understand what the page is about.
03Citation
Self-contained answers and factual density make the page easier to quote inside generated responses.
How GeoReady works
1Enter a URL
Submit any public website address. The tool resolves and validates the URL, then fetches the page source for analysis.
2Get a GEO score
The scan evaluates eight signal categories and returns a 0–100 score with a per-category breakdown. These are the published weights — the same numbers the open-source engine uses, so any score can be recomputed by hand:
| Gate | Category | Points | What it measures |
|---|---|---|---|
| 01 | Robots.txtrobots | 18 | Whether citation crawlers are allowed to fetch the site at all. |
| 02 | llms.txtllms | 18 | Presence and depth of the root-level orientation file, including llms-full.txt. |
| 03 | Schema JSON-LDschema | 16 | Valid structured data: Organization, WebSite, Article, FAQ. |
| 04 | Meta tagsmeta | 14 | Title, description, canonical, and Open Graph completeness. |
| 05 | Contentcontent | 12 | Heading hierarchy, word count, lists, front-loaded answers. |
| 06 | Signalssignals | 6 | Declared language, feed availability, freshness date. |
| 07 | AI discoveryai_discovery | 6 | The .well-known/ai.txt and /ai/*.json endpoints. |
| 08 | Brand & entitybrand_entity | 10 | Naming coherence, Knowledge Graph readiness, topic authority. |
Bands: 86–100 excellent · 68–85 good · 36–67 foundation · 0–35 critical.
3Apply prioritized fixes
Each finding is ranked by impact and assigned a severity level. The report includes actionable recommendations with specific file changes and schema additions.
Run summary · what a typical site scores
exit 0We measured the sites scored through GeoReady, and our data shows the average scores 55.5 out of 100, with a median of 58. Only 58% publish an llms.txt file. A score in the fifties is therefore ordinary rather than alarming: most sites leave a large share of their AI-visibility points unclaimed, and the gaps sit in signals a tool can find mechanically.
Why trust this tool
Open source (MIT)
github.com/Auriti-Labs/geo-optimizer-skillFull methodology, scoring weights, and source code on GitHub. No proprietary scoring.
View on GitHubResearch-backed
arXiv 2311.09735 · 2510.11438Scoring grounded in Princeton KDD 2024 and AutoGEO ICLR 2026 research on AI search retrieval.
Read the researchAuditable scoring
models/config.py · SCORINGEvery signal is traceable to a published rule. Score breakdowns show per-category contributions.
Machine-readable output
geo audit --format jsonJSON format designed for CI/CD pipelines, integrations, and the GeoReady platform API.
Documented in print
ISBN 979-8172934568The methodology behind this tool is written up in full in AI Search Engineering — 992 pages on GEO, AI citations, and agent-ready websites.
About the book
What you can do today
Run a free check
Available nowEnter any public URL above — no account required.
Use the open-source CLI
Free foreverpip install geo-optimizer-skill — scoring, access simulation, crawler log analysis. MIT licensed.
Read the research
DocumentationPrinceton KDD 2024 and AutoGEO ICLR 2026 behind the scoring methodology.
View plans
Live nowPro monitoring, history, and alerts. Founding price, locked for life.
One audit gives the baseline. Monitoring tells you when the baseline moves.
paid plans · founding price
The free AI SEO auditanswers one question: what does your site look like to AI crawlersright now. It cannot tell you whether that changes with your edits. Monitoring runs the same open-source scoring engine on a schedule, keeps the score history, and flags the days your visibility moves — up or down. It measures your site. It does not promise a ranking.
Pro
$19/mo1 domain · weekly
Turns one audit into an ongoing signal for a single site.
Studio
$49/mo15 domains · daily
For consultants running a portfolio of sites and client-ready reports.
Agency
$89/mo50 domains · daily
For teams managing many client domains with shared access and bulk runs.
Free stays free— the audit, the CLI, and 5 runs a day never expire or paywall.View full pricing
Frequently asked questions
What is Generative Engine Optimization?
GEO is the practice of making websites discoverable, readable, and citable by AI search engines such as ChatGPT, Perplexity, Claude, and Gemini. It focuses on structured data, content hierarchy, and technical signals that AI crawlers prioritize.
What does GeoReady check?
GeoReady audits 8 categories: robots.txt, llms.txt, JSON-LD schema, meta tags, content quality, technical signals, AI discovery paths, and brand entity signals. It also detects prompt injection patterns and negative signals through the same open-source GEO Optimizer engine. The CLI additionally offers Agent Access Audit (bot vs browser access simulation via `geo access`) and AI Crawler Activity Analytics (server log parsing via `geo logs`).
How is GEO different from traditional SEO?
Traditional SEO optimizes for keyword rankings and backlinks in conventional search engines. GEO optimizes for AI citation signals: structured data, clear content architecture, AI crawler permissions, and self-contained answer blocks. The two complement rather than replace each other.
Is the Pro plan available now?
Yes. Pick a plan and your account activates immediately. No sales call, no waitlist.
Is GeoReady open source?
The core GEO Optimizer engine is MIT licensed. Source code, scoring weights, and methodology are publicly available on GitHub. The CLI and the free web audit remain free; GeoReady Pro adds monitoring, history, alerts, exports, and team workflows.
Does the audit store submitted URLs?
URLs are processed in real time. No persistent storage of submitted URLs is declared unless explicitly configured in the backend. See the Privacy Policy for details.
Auditable by design — every number below is public
GET / api / public / benchmark · GET /api/stats
- GitHub stars — MIT open source
- 970★
- 1500+ audited sites · live cohort
- 55.5/100 avg
- This site's own score
- 91/100
Full methodology and scoring weights in public. No proprietary scoring.View on GitHub
Only 58% of audited sites publish an llms.txt.Browse the live benchmark
Run the same audit on geoready.dev and check it. Free, no account — it takes about a minute.Check a URL
AI search is already deciding which sites get cited.
Verdict · your site: pending — check it free, no account
The signals are documented, the research is published, and the audit is free — it takes about a minute, no account. If you already have your score, that's where monitoring starts: a single report is a photograph; a trend is what you can act on.
