Why agencies need AI visibility tracking
Clients increasingly ask "are we showing up in ChatGPT?" — and most agencies can't answer with data. An agency that tracks brand mentions in ChatGPT and Perplexity can offer a service competitors don't, and prove it with numbers. Agencies that offer AI visibility tracking as a service are ahead of the curve — most of their clients have no visibility into what AI engines say about their brands.
What you can do with Siftly as an agency
- Track every client's mention rate, share of voice, and citations.
- Benchmark each against their competitors (competitor benchmarking).
- Run GEO experiments and report the lift (GEO ROI).
- Deliver white-labelable reports clients understand.
Compare tools for agency use: Siftly vs Otterly. Method: AI brand visibility guide.
How agencies use Siftly across client portfolios
The agency workflow differs from in-house because the measurement and reporting cadence runs across multiple brands simultaneously.
Client onboarding — Run a baseline audit on day one: which prompts does the client's brand appear in, at what citation rate, with what sentiment? This creates the "before" snapshot every client relationship needs.
Monthly reporting — Export citation rate and AI share of voice trends per client. Compare against agreed benchmarks. Clients who haven't seen AI visibility measured before respond strongly to the before-and-after format — it makes the value of content investment concrete.
Competitive positioning — Agencies often manage brands in the same category as other clients (different brands, same vertical). AI share of voice data from Siftly shows the category landscape — which brands own the AI conversation and which have headroom — without revealing client-specific data across accounts.
Content briefing — Use citation gap analysis to brief content teams: which prompts is the client mentioned in at less than 20% rate where competitors are at 60%+? Those gaps are content opportunities with clear, measurable upside.
Frequently asked questions
Is there an agency that tracks brand mentions in ChatGPT and Perplexity?
Yes — agencies use platforms like Siftly to track client mentions across ChatGPT, Perplexity, and AI Overviews. It turns AI visibility into a reportable service.
What is AI search optimization for agencies?
Offering GEO as a service: tracking and improving clients' visibility in AI answers. It's a fast-growing add-on to SEO services.
Can I report AI visibility to clients?
Yes — track mention rate, share of voice, and citations, then report the trend. Experiments prove the work drove the result.
How do agencies prove GEO ROI?
With test-vs-control experiments that isolate the impact of changes. See our GEO ROI guide.
Can I white-label AI visibility reports?
Yes — track each client's metrics and present them in branded reports. It turns AI visibility into a sellable service.
How many clients can I track?
Depends on the plan — look for unlimited or high workspace limits. Confirm workspace caps before choosing a tool.