Discovery prompts
“Who offers [service] near [place]?” reveals unprompted visibility.
ChatGPT visibility checker
See how ChatGPT describes and recommends your business
A branded search is the easy test. The useful test is whether your business appears when a buyer describes a need without naming you—and whether the answer gets your facts right.
Run a quick citation check, then use this prompt framework for a defensible baseline.
Comparison prompts
“What should I compare when choosing…?” exposes the criteria and sources ChatGPT uses.
Verification prompts
Ask about your hours, service area, specialties and credentials to uncover factual gaps.
Practical framework
Copy this ChatGPT test set
Replace the bracketed terms, run each prompt several times, and save the answer date and sources.
Discover
Local recommendation
What are reputable [category] businesses serving [city or neighborhood]?
Intent
Specific service
Who can help with [specific problem] in [place]?
Evaluate
Shortlist comparison
Compare the leading [category] options in [place] for [buyer priority].
Accuracy
Brand verification
What is [business] known for, and what services and areas does it cover?
Proof
Trust check
What evidence should I review before choosing a [category] provider?
Citations
Source check
Which sources support those recommendations?
Workflow
Turn observations into an action plan
- 1
Separate mention from recommendation
Being named is not the same as being presented as a strong fit. Record both.
- 2
Trace claims to sources
Check whether the cited pages are current, independent and consistent with your own site.
- 3
Fix factual ambiguity
Make business identity, services, locations, credentials and policies explicit on crawlable pages.
- 4
Measure a stable query set
Use the same representative prompts in future checks so changes are interpretable.
Questions
Frequently asked questions
Straight answers, including the limits of what any audit or visibility tool can know.
Does ChatGPT use the same sources every time?+
No. Availability, browsing mode, model behavior and response variability can change the answer and citations.
Can I optimize only for ChatGPT?+
That is rarely sensible. Build clear first-party content and trustworthy third-party signals that help customers and multiple search or answer systems.
Why does ChatGPT know an old business detail?+
The outdated fact may persist across your site, listings or third-party pages. Find the conflicting sources and correct the authoritative ones first.
Keep exploring
Turn the framework into a real audit
Start with a quick check, then see how NovaScope turns evidence into a prioritized, client-ready report.