Software profile
OtterlyAI
OtterlyAI describes itself as an AI search monitoring and optimization platform. Its documentation explains prompt tracking for brand visibility and website citations.
AI Visibility Monitoring↗
Discover the AI visibility landscape
Find your place
in AI search.
Explore the software helping brands understand where they appear, what gets cited, and how AI search is changing.
A new layer of discovery
Questions→AI answers→Citations
A framework for exploration. Not live performance data.
A focused industry directoryVendor-sourced profiles249 countries & territoriesNo paid ranking claims
The directory
Explore AI visibility software
Understand the tools. Follow the sources. Build your shortlist.
Software profile
Peec AI
Peec AI provides AI search analytics for marketing teams. Its official website presents visibility, position, and sentiment as core metrics for understanding brand performance.
Brand and Competitor Intelligence↗
Software profile
Profound
Profound presents an AI marketing platform with Answer Engine Insights, Prompt Volumes, and Agent Analytics. Its official website also describes content workflows and integrations.
GEO Analytics and Reporting↗
Software profile
Scrunch
Scrunch offers AI search monitoring and citation analysis. Its official site also describes crawl diagnostics and an Agent Experience Platform for agent-facing content delivery.
Citation and Source Analytics↗
Map the landscape
Six ways to explore the field
Professional sections, each with its own dedicated archive.
A clearer starting point
The visibility field guide
Practical evaluation frameworks for a changing search landscape.
Field guide
Build a source-first GEO reporting workflow
A simple reporting process that connects prompt observations to source evidence and documented decisions.
GEO APIs and Integrations↗
Field guide
Mentions, citations, and referrals: keep the measures separate
A clear measurement framework for distinguishing a brand mention, a linked citation, and a visit to your website.
Citation and Source Analytics↗
Field guide
How to evaluate an AI visibility tool
A practical checklist for comparing prompt coverage, evidence, reporting, and the limits of AI visibility metrics.
AI Search Optimization Tools↗