Use cases / Agency workflow

Agency workflow

White-label AI visibility reporting for agencies

Show every client how ChatGPT, Claude, Gemini, and Perplexity describe and recommend their brand, and bill it per client instead of per seat.

Agency white-label AI visibility reporting

The problem

You have added GEO and AEO to the menu, and clients are already asking the question: does ChatGPT mention us, and what does it say? For most agencies the honest answer is that there is no data to point to. The tools that do exist were priced and built for a single in-house brand watching itself, not for an agency running the same analysis across a dozen client brands at once.

SurfaceMap.cc is built for the multi-client workflow. You run a full audit per client, on demand, and pay only for the runs you use. There is no per-seat license to spread across accounts and no monthly minimum sitting idle between engagements. The cost maps cleanly onto how you already bill: per client, per report.

When this shows up

  • A client asks whether ChatGPT or Perplexity mention their brand, and you have no data to answer.
  • You are adding GEO or AEO to the service menu and need a reportable, sellable deliverable.
  • You need to bill audits per client without committing to a fixed monthly per-seat tool.

Who it is for

  • Agency Principal
  • Head of SEO / GEO
  • Client Services Lead

Typical economic buyer

Agency Principal

What SurfaceMap.cc shows you

Every audit runs the same locked query set across the four models your clients' buyers actually use, and logs the verbatim response from each one. Nothing is a black-box score, so when a client asks why a number moved, you can show them the exact answer the model gave.

Reports are built to hand over. Segment by service line, use case, customer archetype, and region, then schedule the run monthly, weekly, or daily so the trendline keeps building between reviews.

Client-ready SurfaceMap.cc report

Not the right fit if

  • A single in-house team monitoring only its own brand, with no multi-client reporting need.
  • Buyers who expect the tool to automatically fix content, rather than diagnose and report on visibility.

How you will know it is working

  • Number of clients with active, tracked query sets.
  • Cost per client report.
  • Time to produce a client-ready report.
  • Client retention tied to demonstrated visibility movement.

See where you stand

Every signup includes one full audit, free. No subscription, no card required.

See Where You Stand