Market Positioning Intelligence for PR and communications teams.
We help you see exactly where your clients stand in AI answers, across ChatGPT, Claude, Gemini, and Grok, and turn that into clear, actionable Strategic Angles.
Visible everywhere, positioned nowhere.
Most teams can see that AI is talking about their clients. What they can’t see is whether those answers are consistent, whether the market is defined correctly, or which associations are actually strengthening or weakening the position.
The result is familiar: strong campaigns, solid coverage, and still no coherent position when a buyer asks an AI.
Everything starts with the market.
We define the right category, the real buyer, and the true rival set first. Then we read the associations forming across every major AI model against that same definition, not against whatever market the models guessed on their own.
- One clear baseline position
- Visibility into how new market events are shifting the associations that matter
- Strategic Angles you can take straight into client work
Built for the teams shaping what the market believes.
PR agencies and in-house communications teams who are responsible for how brands show up when the market asks AI for answers.
If your job is to shape what the market believes, and AI is now part of that market, this is the intelligence layer built for you.
Visibility is not position.
Mentions are not associations. And more content does not automatically create a coherent answer.
The brands that win in AI answers will be the ones that own consistent associations inside a correctly defined market. Everything else is just noise that gets rounded to the nearest familiar shape.
That’s the work we do.