AI citation test prompts: 18 examples for ChatGPT and AI search

The short answer

A useful AI citation test prompt set includes both brand-free and brand-named questions. Use the exact same wording across repeated runs, then record brand mentions, visible citations, cited URLs, answer accuracy, product, date, market, and visible mode separately. These 18 examples are a starting set, not a benchmark or a ranking system.

If you want the prompts filled in automatically, open the free AI citation test prompt builder. It replaces the bracketed fields and lets you copy one category or the complete set.

18 AI citation test prompts

Replace the bracketed fields with your brand, domain, category, audience, and market. Freeze the finished wording before viewing any results.

Brand-free discovery prompts

1. What are the best [category] options for [audience] in [market]?
2. Which companies help [audience] with [category]?
3. What should [audience] look for when choosing a [category] provider?

These questions do not name the brand. They test whether the brand enters the answer during category discovery and which sources are shown beside it.

Comparison prompts

4. Compare [brand] with other [category] options for [audience].
5. What are alternatives to [brand] for [category]?
6. Which [category] providers are best for [audience], and why?

Record whether the answer distinguishes the options accurately. A favorable phrase without a supporting source is not the same as a citation.

Known-brand retrieval prompts

7. What is [brand]?
8. Does [brand] offer [category] for [audience]?
9. Which pages on [domain] explain [brand]'s [category] work?

These questions check whether the answer can identify the named brand, describe its offer, and surface relevant pages from its domain.

Problem or need prompts

10. How can [audience] solve [category]?
11. What is the best way for [audience] to improve [category]?
12. What questions should [audience] ask before buying [category]?

Use the buyer's language for the problem or job. Do not insert your preferred product language unless buyers actually use it.

Local or service-fit prompts

13. Who provides [category] in [market]?
14. Is [brand] available for [market] customers?
15. What should [market] buyers check before hiring a [category] provider?

Keep the market field specific enough to reproduce. Record the market and language with every observation.

Evidence and credibility prompts

16. What evidence supports [brand] as a [category] provider?
17. What limitations or tradeoffs should I know about [brand]?
18. Which sources support recommendations for [category] options?

Check whether each cited page actually supports the statement attached to it. Keep unsupported praise, a visible brand mention, and an own-domain citation as separate observations.

How should I customize the prompts?

Use one meaning per field. If you want to test two audiences or markets, create two labeled prompt sets instead of blending them into one question.

How do I run an AI citation test?

1. Choose the questions before opening an AI product.
2. Save the exact wording, product, visible mode, market, account state, and test date.
3. Run the same prompt more than once without rewriting it between attempts.
4. Give every eligible answer its own row in the AI Citation Test Log.
5. Record brand mentions, visible own-domain citations, third-party citations, cited URLs, and incorrect statements separately.
6. Use the AI citation rate calculator only after the observation log is complete.

For the complete workflow, read how to check whether AI engines cite your website. For choosing repetition and reporting depth, read how many runs an AI citation test needs.

What can these prompts prove?

They can produce a documented set of observations under named test conditions. They cannot establish a permanent ranking, forecast future answers, reveal invisible retrieval, or prove that a page change caused an answer to change.

Should I mention the brand in every prompt?

No. Use both types. Brand-free prompts test category discovery without supplying the answer. Brand-named prompts test whether the system can identify, describe, and find pages for a known entity. Report the two groups separately because they answer different questions.

How many prompts should I use?

There is no universal prompt count. Choose enough questions to cover the buyer decisions you actually care about, then preserve that set for comparison. The 18 prompts above provide six distinct starting categories; they are not a statistically validated sample for every market.