AI SEO / GEO Recognition Audit™
What can AI find, understand and connect about you?
See how clearly the public web communicates who you are, what you know, and whether someone who needs your expertise can discover you without already knowing your name.
Free Recognition Audit
Three inputs. We discover the rest.
We don't ask for your website, LinkedIn, or company. We measure how much the public web and AI can reconstruct about your authority on their own.
Scope & Diagnostics
What the AI Recognition Audit Evaluates
Rather than auditing technical website code or running a generic keyword rank tracker, this audit evaluates how search indexers, knowledge graphs, and generative AI engines synthesize your authority across the public web.
Public Identity Clarity
Can search indexers and AI answer engines distinguish you unambiguously from namesakes and fragmented past profiles?
Declared vs. Observed Authority
Does your publicly accessible digital footprint align with the specific expertise or problem you want to be known for?
Unbranded Discovery Signal
When someone searches for what you know without knowing your name, can modern search and answer engines discover you?
Canonical Authority Source
Do you maintain a single verified canonical personal domain anchoring your entity narrative, or is your authority scattered?
Independent External Corroboration
Do credible third-party editorial publications, podcasts, and media corroborate your authority beyond self-managed channels?
Topical Knowledge Coverage
Does your accessible ecosystem contain coherent, machine-readable structured schema and deep topical evidence?
Your Audit Deliverables
What You Receive in Your Free Report
Personalized Executive Summary
A direct synthesis of what the public web currently communicates about your professional identity.
Declared vs. Observed vs. Discoverable Map
A three-part diagnostic separating your desired positioning from observed public evidence and discoverability.
Visual Recognition Map
Six canonical status indicators (Strong Evidence, Partial / Emerging, Not Found in Sample, Not Assessed).
One Primary Recognition Gap
The single highest-leverage misalignment holding back your AI search visibility.
Three Prioritized Actions
Specific, evidence-grounded steps to consolidate your presence and build durable Human Authority.
Reviewed Source Appendix & Print PDF
A full list of public links evaluated, ready to print or save cleanly to PDF.
Authorized Example
Dynamic Diagnostic StructureSample Report Overview (Anonymized)
Every audit is dynamically compiled from live public-web retrieval. Below is an illustrative excerpt showing the diagnostic structure.
Executive Summary (Sample)
"The public web clearly distinguishes this person as a senior technology consultant, with active profiles across professional networks and an established domain. However, unbranded discovery searches for 'enterprise AI implementation' surface industry aggregators, leaving their personal authority unindexed for category searches."
An established canonical domain anchors the individual's identity without namesake ambiguity.
Owned channels declare the specialization clearly, but third-party editorial validation is emerging.
Unbranded category searches predominantly surface high-authority market directories.
A personal canonical hub exists and articulates current professional positioning.
Independent editorial mentions were not verified in this initial public sample.
Thematic coverage is present across owned publications, though machine-readable schema can be strengthened.
Methodology & Scope
How the Audit Works — and Its Limitations
We believe in complete transparency about what automated public-web diagnostics can and cannot measure.
Public-Web Evidence Retrieval
We perform real-time retrieval across indexed public web pages, search indexers, and open knowledge bases. We do not access private records or paywalled internal databases.
Deterministic Signal Measurement
Signal states are computed deterministically by our recognition engine based on source classification, entity resolution, and structured schema verification — not invented by AI.
What We Do Not Claim
Public-web research does not prove whether ChatGPT, Gemini, or Claude will recommend you in private user conversations. It measures the public corroboration that those systems ingest.
Not a Technical SEO Audit
This tool does not measure Core Web Vitals, server response times, canonical tag conflicts, or full site crawling. It evaluates entity authority and discoverability.
Missing evidence in our sample does not mean you lack professional competence. It indicates that public machines currently have insufficient corroborating data to connect your name to that expertise.
Scope Note: This initial audit tracks the public exterior footprint indexed by AI. If you have hidden Schema markup on your site but your external channels are unlinked, our engine will detect an 'Ecosystem Disconnection Gap'. Once inside the program, you can connect your URLs directly to measure internal authority transfer.
Leadership
Created by Carolina Ghelfi
I created this tool to help professionals understand how clearly their expertise is represented across the public web — and where to start strengthening their Human Authority.
The audit is a starting point for connecting your identity, experience, and supporting evidence into a clearer, more discoverable professional presence.
Frequently Asked Questions
Questions & Practical Answers
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