Map customer prompts
We find the questions, comparisons, and category terms customers use to find businesses like yours.

AI SEARCH / MEASURED AND IMPROVED
Our software measures how ChatGPT, Gemini, Perplexity and Claude describe your brand. Our content engineers then execute the content, technical and authority work in house to improve AI visibility and Google search.



THE OPEN WEBCUSTOMERS NOW ASK FOR ANSWERS
Brands are no longer just competing for human attention. They're competing for machine understanding. AI systems can compare businesses and compose an answer before a customer visits a website. Google search still matters. We work on both discovery layers.
They show you the data. We show you the data and fix it.
A PRACTICAL PROCESS
We find the questions, comparisons, and category terms customers use to find businesses like yours.
Our software tracks how AI systems describe, cite, compare, and recommend your brand.
We benchmark tone and sentiment by engine and against the competitors that matter.
Our content engineers execute the technical, content, and authority work in house, for AI search and Google.
A CONSISTENT MEASURE
Our GEO Health Grade is a weighted model that turns six signals into an A-F grade. We use fixed, versioned prompt libraries so results remain comparable over time.
Does the brand appear?
Where does it appear?
How often is it included?
What sources support the answer?
Is the mention useful for the prompt?
How is the brand described?
We score sentiment overall, by dimension, and by AI engine, then benchmark it against competitors. Reports track the GEO Health Grade and the underlying signals so the next action is clear.
AUDIT, STRATEGY, EXECUTION
We assess GEO, sentiment, SEO, competitors, and the market context. You receive a current-state view, a 12-month roadmap, and KPIs for baseline, 3, 6, and 12 months.
Our content engineers write, structure and publish the content AI engines cite, and handle the technical work that makes it readable to machines. They work across technical GEO and SEO, on-page GEO, off-page GEO, and tracking and reporting.
We review performance against the roadmap KPIs, explain what changed, and set the next priorities. AI systems are not fully observable, so we report the evidence without promising a result we cannot control.
ADVERTISE ON CHATGPT
We manage ChatGPT advertising campaigns, from creative and targeting through measurement. Paid placement complements the work we do to improve your organic AI search visibility.
PART OF OAKPOOL
Built by the team behind oakpool, an agency serving hospitality, CPG, wine and spirits, outdoor, financial services and entertainment brands for nearly a decade.
Learn about oakpoolSTART WITH A FREE AUDIT
Choose a visibility audit or a sentiment audit. Both give you a clear place to start.
FAQ