Common questions
How do agencies use friction AI for client reporting?
Agencies use friction AI to add an AI visibility layer to client reporting. You can show how often AI assistants mention a client, how sentiment changes, which competitors are recommended instead, and which sources AI cites when forming its answers.
Can I manage multiple client brands?
Yes. friction AI is built for teams that manage more than one brand. Agencies can separate client workspaces, track each client against their own competitors, and keep reporting focused on the market each client actually cares about.
What does a client-ready AI visibility report include?
A typical report includes AI mention rate, recommendation share, sentiment, competitor benchmarks, cited sources, and action items from Improve. The goal is to give clients a clear answer to what AI says about them and what should change next.
How quickly can an agency launch an AI visibility service?
Most agencies can run a first client audit in minutes once the brand and competitors are set. A recurring service can start with baseline measurement, then expand into monthly reporting, content fixes, source analysis, and prompt experiments.
Can each client be benchmarked against their own competitors?
Yes. Each client can be measured against a specific competitor set, so the analysis reflects their category and market. That makes the output more useful than a generic AI visibility score or one-size-fits-all benchmark.
Which plan is best for agencies?
Enterprise is usually the best fit for agencies managing multiple clients or needing custom regions, prompt limits, competitor deep dives, and onboarding. Smaller agencies can start with a self-serve plan for one brand, then move to Enterprise when the client portfolio grows.
Is client data separated and secure?
Yes. Client prompts, competitors, reports, and visibility data are kept separate by brand/workspace. Data is encrypted in transit and at rest, and proprietary client insights are not shared with third parties.