Prompt map
Commercial, comparison, category, reputation, and problem-led questions organized around the buying journey.
Service 02
AI Visibility
See the answers your buyers see, then keep the evidence close.
A brand can lead one prompt, vanish from the next, and be described differently across ChatGPT, Gemini, Claude, Perplexity, and Google AI. We track the questions that can change a buying decision and preserve the complete response behind every metric.
Talk about the service02
AI Visibility
The practical version
The useful unit is not a single visibility score. It is the prompt, platform, answer, mention, description, citation, competitor set, and date. We keep that record intact so the team can tell real movement from normal model variation.
What the work includes
Work you can inspect, use, and hand to the next person.
Answer tracking
Brand presence, answer position, sentiment, cited sources, competitors, and changes across leading platforms.
Opportunity report
A ranked list of missing sources, weak claims, content gaps, and placement targets tied to real answers.
Executive readout
A concise monthly view of what moved, why it may have moved, and what the team should do next.
How it moves
No disappearing into an agency black box.
- 01Choose the prompt set
- 02Capture a baseline
- 03Tag mentions and citations
- 04Compare the market
- 05Turn gaps into work
What you leave with
Evidence, decisions, and a clear next move.
- A defensible visibility baseline
- Competitor share of answer
- Citation and sentiment tracking
- A prioritized action list
Straight answers
The questions worth asking before the work starts.
01Which platforms do you track?+
The core set includes ChatGPT, Gemini, Claude, Perplexity, and Google AI experiences. The exact mix follows where your audience is most likely to ask.
02How often should prompts run?+
Frequent enough to see a pattern, but not so often that normal answer variation becomes noise. We set the cadence around the category and reporting need.
03Is one visibility score enough?+
No. A summary score can be useful, but it needs prompt-level answers, sources, and platform detail behind it. Otherwise it is hard to act on.
Keep exploring
The work connects. See the other ways Grailstar can help.
Start with a useful conversation
See whether AI Visibility is the right place to start.
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