Track answers, citations, and the evidence around them.
Listings distinguish observed answer signals from outcome claims.
Knowledge infrastructure for generative search
Make GEO tool selection a traceable research decision.
Research and compare the tools teams use to measure AI visibility, improve content structure, and understand citation signals—without treating a directory as a ranking promise.
82archived tools & platforms
6research dimensions
50method notes & guides
2026.09directory snapshot
This directory / research scope
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Connect content operations with machine-readable facts.
Evaluate content, entity, schema, and knowledge-graph workflows.
Choose with transparent scope and constraints.
Pricing, verification dates, and evidence confidence stay visible.
Directory / tool index
Latest directory entries.
Newly archived tools, ordered by their directory publication date.
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Outranking
Content OptimizationSERP-driven SEO research, AI-assisted drafting, content briefs, and on-page optimization
seogeoai-search
PaidVerified Sep 2026Research entry →
Ranked AI
Content OptimizationManaged SEO execution with AI-search visibility tracking and a client-facing dashboard
geoai-searchcontent-optimization
PaidVerified Sep 2026Research entry →
AI Rank Lab
Content OptimizationCredit-based SEO, AEO, and GEO optimization with AI visibility tracking
geoaeoai-visibility
FreemiumVerified Sep 2026Research entry →
Dageno AI
Ecommerce & AI ShoppingAI-search market intelligence with citation, shopping, and advertising visibility
geoai-searchai-shopping
PaidVerified Sep 2026Research entry →
GetCito
Content OptimizationOpen-source AI-search visibility tracking with optional managed GEO execution
geoai-searchai-visibility
FreemiumVerified Sep 2026Research entry →
Botric
Content OptimizationAI visibility audits, GEO actions, content, and AI customer support in one workflow
geoai-visibilitycontent-optimization
FreemiumVerified Sep 2026Research entry →
Explore the full index
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Signal board / directory status
Recently verified research entries.
| Entry | Research area | Pricing | Evidence | Verified |
|---|---|---|---|---|
| Goodie | Analytics | Paid | low | Sep 19, 2026 |
| Knowatoa | Analytics | Paid | medium | Sep 19, 2026 |
| Outranking | Content Optimization | Paid | medium | Sep 19, 2026 |
| WRITER | Content Generation | Paid | medium | Sep 19, 2026 |
| Bluefish AI | Analytics | Paid | medium | Sep 18, 2026 |
| Conductor | AI Search Monitoring | Paid | medium | Sep 18, 2026 |
Field notes / method insights
From tool selection to practical work.
Recent notes connect observed AI-search signals to a defensible workflow.
marketplace-geo
Marketplace GEO: How to Audit AI Product Discovery Across Sellers
A practical marketplace GEO framework for testing whether AI answers recommend the right products, sellers, prices, and sources—without treating catalog feeds or citations as guaranteed visibility.
Read note →
ai-searchAI Search Visibility Scores: How to Measure Them Without Inventing a Ranking
Learn what an AI Search visibility score can measure, how to audit its denominator and evidence, and why it does not automatically prove rankings, traffic, or revenue.
Read note →
ai-searchAI Search Answer Provenance: How to Verify Claims, Sources, and Context
A practical AI Search provenance workflow for checking which claims an answer makes, what its cited URLs support, and where the evidence stops.
Read note →