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GAVILAN

GAVILÁN Metrics

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AI VISIBILITY INTELLIGENCE

Is your brand visible when AI answers?

GAVILÁN reveals how generative AI systems interpret, cite, and rank your domain inside AI-generated answers. See when — and why — your brand appears in AI-generated answers.

Start AI Visibility Diagnostic

Production data when available · First analysis free

Run a free diagnostic of your domain

Enter your domain to diagnose how generative models interpret and cite your brand inside AI-generated answers.

No credit card required Results appear in your dashboard Starter quota resets every 30 days

Takes ~10 seconds • No signup required

SAIV 66.4 ↑2.1CITATION FREQ 34%ZERO-CLICK RISK HIGHSTRUCTURAL SCORE 81/100SAIV 66.4 ↑2.1CITATION FREQ 34%ZERO-CLICK RISK HIGHSTRUCTURAL SCORE 81/100

Trust

Content, SEO and marketing teams are already exploring their AI visibility using GAVILÁN.

GEO Metrics

Primary AI Visibility Metrics

These metrics quantify how generative AI systems recognize, cite and synthesize a domain inside AI-generated answers. Together they form the diagnostic foundation of AI visibility analysis.

SAIV
SAIV — AI Visibility Score

Observational score of explicit citation presence across generative engines (0–100).

CF
Citation Frequency (AI)

How often your domain is cited in AI answers and in what contexts.

ZCV
Zero-Click Value

Measures AI answers that resolve intent without requiring a click.

EV
Entity Velocity

Momentum of key entities and how fast they gain visibility over time.

CPP
Cross-Platform Presence

Signals of your domain across multiple platforms and engines.

RRVS
Failure Matrix

Structural positioning of Authority × Distribution derived from diagnostic signals.

GEO 101

What is GEO (Generative Engine Optimization)?

SEO optimizes for Google. GEO optimizes for AI engines. While GEO focuses on optimizing for generative engines, GAVILÁN focuses on diagnosing how those systems interpret and cite a domain.

Content no longer competes only for Google rankings. It competes to be cited, mentioned, or used as a reference by ChatGPT, Gemini, Claude, and Perplexity.

AI engines surface a single answer. That answer depends on structural clarity, source reliability, and contextual authority within each vertical.

GEO measures visibility inside generative engines so your content is understood and cited when it matters.

GAVILÁN analyzes how generative AI systems interpret, cite and synthesize a domain inside answers generated by models such as ChatGPT, Gemini and Perplexity. From these responses it extracts structural AI visibility signals that reveal when and why a brand appears inside AI-generated answers.

GEO ANSWERS
  • How often is your domain cited by AI?
  • How do models interpret and summarize your content?
  • Which structural constraints suppress AI visibility?
  • Where are you missing authority or distribution signals?

Demo

See what an AI visibility diagnostic looks like

Explore a real analysis showing how generative AI systems interpret and cite a domain, including visibility signals and structural diagnostics.

View sample analysis

Interactive demo

Interactive demo

Is your website ready for AI answers?

Run a diagnostic to see how generative engines interpret your domain and whether your brand appears in AI-generated responses.

Audiences

Who GAVILÁN Metrics is for

AI visibility diagnostics help marketing, SEO and product teams understand how generative engines interpret their domains.

SEO / GEO agencies

Diagnose citability and structural visibility constraints for client domains. GEO exports + prioritized diagnostic insights not found in traditional SEO tools.

Webmasters, Devs, and Technical Teams

Detect structural issues that affect how AI models interpret your site. HTML, semantics, and structured data validation.

Content creators and media

Evaluate how citable your content is and diagnose structural signals behind AI answer visibility.

SMBs and Enterprises

Monitor presence in digital conversations and understand how AI recommends your brand.

Enterprise / Corporates

Large-scale diagnostics of semantic authority and AI reputation across multiple domains.

Use cases

How GAVILÁN Metrics adapts to every team

GEO visibility, citability, and trust signals designed for agencies, technical teams, media, and corporates.

For SEO / GEO Agencies

Scale AI visibility diagnostics and client reporting.

Problem

  • Hard to prove visibility in generative engines.
  • Manual, slow processes to capture AI citations.
  • Lack of reliable metrics to justify retainers.

How we solve it

  • Full GEO visibility matrix by model and vertical.
  • Automated alerts when citability or semantic authority drop.
  • Exportable evidence ready for decks and QBRs.

Impact and GEO metrics

Generative visibility +40% on average.Lower operational hours in recurring diagnostics.Account retention by showing ROI with tangible metrics.
Download export example

Frequently asked questions

Frequently asked questions

We answer the most common questions before your first analysis.

Up to 5 real analyses per month (1 per day), Starter dashboard access, and core GEO KPIs.

PRICING

AI Visibility Diagnostic Access

Time-bound access to deterministic diagnostic platform for visibility in generative engines. Not consulting. Not licensing. Not optimization. Structural diagnostics. Guidance is diagnostic and non-executive.

Institutional Access Preview

Preview a diagnostic access window

Review a live Snapshot view built from diagnostic access data. No account required.

View Snapshot Preview

BASIC (snapshot)

Snapshot

$14930-day diagnostic access

Limited structural diagnostic access for one domain.

  • SAIV — AI Visibility Score (0–100)
  • RRVS baseline (retrieval stability)
  • Inclusion frequency indicators
  • Executive summary
  • Exportable evidence artifact (Due Diligence PDF)
Not included
  • • Full deterministic classification depth
  • • Cross-engine reinforcement map
  • • Contextual Intelligence Overlay
  • • Strategic session
Access Snapshot

STANDARD (structured)

Structured Diagnostic

Recommended

Deterministic technical classification and structural interpretation layer.

  • Complete generative visibility evaluation
  • Deterministic classification (Canon V1)
  • Entity inclusion mapping
  • Cross-engine reinforcement signals
  • Structural interpretive layer (non-prescriptive)
  • Executive export (AI Visibility Due Diligence)
Not included
  • • Live strategic briefing
  • • Implementation guidance
  • • Execution services

Secure checkout via PayPal.

PREMIUM (strategic)

Strategic Audit

Intake required

Full diagnostic access plus executive contextual interpretation. The overlay is interpretive, non-causal, and does not alter SAIV.

  • Everything in Structured Diagnostic
  • Contextual Intelligence Overlay (Executive Interpretive Layer)
  • Executive interpretive declaration
  • Strategic briefing (60 min)
  • Q&A session
Not included
  • • Implementation / execution services
Schedule intake session

Institutional note: All tiers operate on the same deterministic metric core. Pricing defines access scope and interpretive depth, not scoring logic. SAIV and structural classification are never altered by tier.

Access

Start now — your first diagnostic is free.

Run a real diagnostic of your domain and understand your position in the AI visibility economy.