Citation probe · question panel
Panel v1
The category questions Cited·Index pinned on 2026-08-26, kept for the editions that cite them. Collection is not currently running.
On this page
Corrected 5 September 2026. Not every question was asked to every engine on every pass. The questions are unchanged. See the current protocol.
Why the panel is frozen
Fixed questions show whether the answers changed rather than the questions. A new panel gets a new version number; the questions below never change.
Models requested for this panel
Each edition's data notes say which of these were actually asked.
| Engine | Model |
|---|---|
| ChatGPT | gpt-4o-mini |
| Claude | claude-haiku-4-5 |
| Perplexity | sonar |
| Gemini | gemini-2.5-flash |
How the category is bounded
Questions come from search-demand data, not from our own pages. A keyword had to match a word from the first list and none from the second.
In category
aillmgenaigenerativeanswer engineaeogeochatgptperplexitygeminiclaudecopilotai overview(s)sge
Excluded as another industry
real estaterealtorinsurancetravelrecruit
The 25 questions
In panel order. Each dated edition lists the questions it actually asked.
- ai rank4,400/mo when pinned
- ai search visibility tool1,000/mo when pinned
- ai visibility720/mo when pinned
- ai brand visibility tools590/mo when pinned
- ai search visibility480/mo when pinned
- leading software for ai visibility and generative engine optimization320/mo when pinned
- semrush ai search visibility checker260/mo when pinned
- how to rank in ai overview260/mo when pinned
- ai visibility checker260/mo when pinned
- ai visibility check260/mo when pinned
- what's the best ai optimization tool for visibility210/mo when pinned
- ai brand visibility210/mo when pinned
- ai content optimization210/mo when pinned
- best llm optimization tools for ai visibility170/mo when pinned
- which platform excels in ai visibility metrics170/mo when pinned
- best ai visibility platforms with seo capabilities170/mo when pinned
- seo ai google website rank checker170/mo when pinned
- ai visibility score170/mo when pinned
- brand rank ai170/mo when pinned
- peec ai alternatives170/mo when pinned
- which ai optimization software improves visibility the most140/mo when pinned
- how to rank in google's ai overviews140/mo when pinned
- ai content optimization tools140/mo when pinned
- ai visibility optimization140/mo when pinned
- ai visibility solutions with best generative engine optimization110/mo when pinned
Monthly search volumes as of the pin date. They are not updated.
Change history
This is the first version of the panel. No changes are recorded.