Configured research · For teams & organizations
AI-perception research, configured for your organization.
For brand, marketing, and customer-insights teams: we configure AlphaCitation to your brands, competitors, categories, and markets — and deliver recurring, board-ready reads on how AI represents you across the conversations your buyers are having.
What an engagement includes
Configured to your world
Your brand portfolio, the real competitive set, your categories, target markets, and the buyer personas that matter — not a generic scan.
Recurring briefings
Scheduled perception tracking with change alerts when AI starts steering buyers toward a competitor. An ongoing read, not a one-off snapshot.
Analyst-led & board-ready
The why behind the numbers and the recommended interventions — written for leadership, not a dashboard you have to interpret.
Cross-portfolio & multi-market
Track many brands across many markets in one engagement, with consistent methodology so the reads are comparable.
How it works
Discovery & configuration
We map your brands, real competitors, categories, target markets, and buyer personas with your team.
Ongoing measurement
We measure how ChatGPT, Claude, Gemini, and Perplexity represent and recommend you across the questions your buyers ask.
Recurring briefings
Your team receives board-ready reads on a set cadence, plus alerts when the AI narrative shifts.
How we keep it honest
We measure how AI represents your brand — grounded in the actual answers the models give, with a stated confidence band on every read. We do not fabricate market data. Where a real-world market position is independently citable, we anchor the read to that source so the gap between commercial reality and AI mindshare is honest, not guesswork.
Request a briefing
Tell us your brands and the markets that matter. We'll come back with a scoped, configured engagement — not a self-serve plan.