# “What should I look for when buying AI visibility report?” — ChatGPT prompt for AI visibility report

Use this ChatGPT prompt to test AI visibility report: what to ask, how to read the answer, which citations to check and how to track the result.

Canonical: https://citekit.apps.antelligen.com/prompts/ai-visibility-report-chatgpt-557

This is a ChatGPT prompt for AI visibility report, with the reading guide that makes it useful. Run it logged out, in the same region, twice. The answer is a data point; the citations are the finding.
The short answer
Ask the prompt exactly as written, then record three things: whether your brand appears, which URLs are cited, and what claim is made about you. Do not edit the wording between runs; comparability is the whole point.

## The prompt

ChatGPT · AI visibility report
Copy
What should I look for when buying AI visibility report?

## Why it works

The prompt forces a recommendation rather than a definition. ChatGPT has to choose sources, rank them and commit to an answer. That is the same decision your buyer sees, which makes it a better measurement than a generic “what is” query.

## How to read the answer

Reading a ChatGPT answer.
Signal
What it means
Action
You are absent
Not retrieved
Check crawl access and the page
You are mentioned, not cited
Known but not trusted
Add proof and a source
A competitor is cited
They own the source
Find the gap and close it
The claim is wrong
Stale or confused entity
Fix the page and sameAs
You are cited first
Strong source
Protect and refresh it

## What to record

- The exact prompt, engine, date, region and logged-out state.

- The cited URLs, in order.

- The claim made about your brand, verbatim.

- Whether a competitor appears and where.

## Variations to test

- “What should I look for when buying AI visibility report?” with a company-size qualifier.

- “What should I look for when buying AI visibility report?” with a geography qualifier.

- “What should I look for when buying AI visibility report?” as a comparison request.

## Frequently asked questions

Why run it twice?
Answers vary by sampling and personalisation. Two runs separate a stable result from noise.
Does logged-in state matter?
Yes. Use logged-out, no-memory sessions for a comparable baseline.
How often should I re-run it?
Weekly for revenue prompts, monthly for the long tail.
Start with the free trial

## See what Citekit says about your brand

Track six AI engines, find your citation gaps and get the briefs that close them. 14-day trial, no card.

See plans

## Methodology and sources

- Citekit product and pricing data, 9 November 2026.

- Vendor pricing pages and product documentation, checked November 2026. Verify current pricing with each vendor before purchase.

- Public documentation for schema.org, llms.txt and the AI engines named on this page.

What Citekit does

- Six-engine visibility tracking. Daily checks across ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude and Microsoft Copilot.

- Citation intelligence. Every answer is broken into the sources it cites, the claims it makes and the pages it ignores.

- Competitor share of voice. Track how often each competitor appears in the same answer set and where they are cited.

Prices
Starter $49/mo · Growth $149/mo · Scale $399/mo. Enterprise from $1,200/mo.

Compare every plan →

## How Citekit compares

Citekit is measured against Profound, Scrunch AI, Otterly.AI and nine other tools in the category. The table is the short version; every comparison has a full, sourced page.
Entry pricing checked November 2026. Full comparisons are linked below.
Tool
Entry price
Engines
Best fit
Profound
from $499/mo
4
Enterprise teams with a dedicated analyst
Scrunch AI
from $250/mo
5
Mid-market content teams
Otterly.AI
from $29/mo
4
Small teams testing AI visibility
Full comparisons: 
Profound
 · 
Scrunch AI
 · 
Otterly.AI
 · 
all 12 competitors
Cite this page

Citekit Research. ““What should I look for when buying AI visibility report?” — ChatGPT prompt for AI visibility report.” Citekit, updated 25 February 2026. https://citekit.apps.antelligen.com/prompts/ai-visibility-report-chatgpt-557
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## Keep reading

Prompts
“What are the alternatives to the biggest AI visibility report vendors?” — Google AI Overviews prompt for AI visibility report
Prompts
“What is the best AI visibility report in 2026?” — ChatGPT prompt for AI visibility report
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“Compare the top AI visibility report options for a mid-market team.” — Gemini prompt for AI visibility report
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“Is best AI visibility platform worth it for a 20-person marketing team?” — ChatGPT prompt for best AI visibility platform
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“How do I evaluate best AI visibility platform in a two-week trial?” — Gemini prompt for best AI visibility platform
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“Build a shortlist of best AI visibility platform with prices and trade-offs.” — Perplexity prompt for best AI visibility platform