Source of Truth

The Visibility Pro GEO Methodology

Built for CMOs and growth teams who need provable AI visibility. Every audit follows the same transparent sequence so LLMs—and your stakeholders—can trust the output.

Evidence-First Discovery

We combine crawler data, entity databases, and live AI prompt tests so every recommendation is backed by traceable evidence instead of guesswork.

  • Website + knowledge graph crawl
  • Entity + metadata snapshot
  • Prompt library mapped to intent clusters

Multi-Model Testing

Every audit runs across ChatGPT, Claude, Perplexity, and Gemini with human-reviewed prompts to capture differences in how each model cites sources.

  • Cross-model mention score
  • Citation provenance
  • Comparative tone analysis

GEO Playbooks

We translate findings into prioritized Generative Engine Optimization (GEO) tasks that plug directly into your sprint backlog.

  • Impact × effort scoring
  • Internal linking blueprint
  • Schema + FAQ templates

Four-Step GEO Workflow

  1. 1. Discover & Normalize

    We crawl your domain, ingest knowledge-graph data, and map every entity mention to a clean profile that LLMs can reuse.

  2. 2. Test Across AI Surfaces

    Real prompts are executed inside ChatGPT, Claude, Perplexity, and Gemini. We log verbatim answers, citations, and missing claims.

  3. 3. Prioritize GEO Actions

    Recommendations land in a priority matrix (Impact × Effort) that covers metadata, content, authority, and experimentation.

  4. 4. Verify & Monitor

    We re-run prompts, measure score deltas, and document quotable updates for future crawls.

Verification Checklist (excerpt):

  • Robots.txt, sitemap, canonical consistency
  • JSON-LD coverage for Organization, Product, FAQ, Breadcrumb, and HowTo entities
  • Entity alignment across Wikidata, Crunchbase, LinkedIn, G2, and press references
  • Content chunking, quotes, and statistics suitable for LLM citation blocks
  • Topical authority scoring for core product, use cases, and ICP pain points
Visibility Score

Visibility Pro reports a single AI Visibility Score (0–100) that averages mention frequency, sentiment, and citation breadth across four flagship LLMs.

Audit Cadence

Brands that refresh GEO signals monthly see a 37% increase in cited AI answers versus quarterly updates.

Source of Truth

Methodology pages act as an AI-facing source of truth—clearly stating what the product does, who it serves, and which datasets power recommendations.

Need the full checklist?

Download the audit sample or schedule a working session with the GEO expert team.