01
Trace every number
Every number traces to a primary source or a stated method.
01
The AI-visibility
research desk.
Shareof.ai research desk · Vol. 01 · Jul—Aug 2026The AI-Visibility
The AI-Visibility
Content Engine.
Original frameworks, technical field notes, and reproducible methods for understanding how AI systems retrieve, cite, and recommend brands.
02
Connect every framework
Every framework links to the evidence and the next practical step.
03
Separate the evidence
Every study separates observations, inference, and limitations.
Research archive
3 matching papers
24Buyer guides
What to Do When a Competitor Owns the AI Answer for Your Category
A staged counterattack for the moment you keep watching ChatGPT and Perplexity recommend a rival by name while you never come up.
22Buyer guides
How to Choose an AI Visibility Tracking Tool (An Honest Buyer's Guide)
A real evaluation rubric for buyers who want to know how ChatGPT, Claude, Gemini, and Perplexity see their brand, plus a scorecard you can apply to any vendor.
23Buyer guides
The 15-Minute AI Visibility Audit You Can Run Right Now
A timed, do-it-yourself pass that gives you a real read on whether ChatGPT, Claude, Gemini, and Perplexity name your brand, and points at the exact stage where you are losing.
See which part of the visibility funnel is losing your brand.
Run a free scan across real buyer questions, then use the field library to decide what to fix first.
Run the free scan ↗