AI Visibility Measurement
Measure how your brand is found, represented and acted on across search and AI answers, connected to real business outcomes.
You cannot manage AI visibility with a rank tracker. Generative answers vary by model, prompt, market and moment. Measurement here means sampled prompts, source analysis, representation quality, and a connection back to what actually happens on your site. We build that measurement system and the decisions on top of it.
What we deliver
- Measurement framework and KPI design.
- Prompt, topic and market sampling.
- Citation, sentiment and representation analysis.
- Dashboards, alerts and a prioritized optimization backlog.
What it informs
- Brand and category visibility tracking.
- Solution and product discoverability.
- Competitor and source intelligence.
- Content investment and refresh decisions.
Reporting documents sampling limits, tool coverage and variability. Probabilistic outputs are never presented as complete market truth.
Pairs with
AI practices that plug into this work
More Digital Marketing practices
The other crafts on the same foundation
Design your visibility scorecard
Every engagement starts with a conversation about the problem, not the tech.