AI Citation Competitor Gap: Who Gets Cited Instead of You

Rankings used to be the scoreboard. Now there's another one. When someone asks an AI assistant "what's the best way to audit a small business website", the answer often cites a handful of pages. Those pages belong to a few domains, and they receive the visibility. If your competitors are in that list and you're not, that's your citation gap.

This post needs external data. You can't read it from your own website, so you have to ask the assistants.

Step 1: build a prompt set

Write 20 to 50 questions that your customers would realistically ask. Mix the types:

Type	Example
Informational	"What does a website audit include?"
Comparison	"Screaming Frog vs Sitebulb for small sites"
Problem-based	"Why is my new page not showing in Google?"
Recommendation	"Best SEO audit tools for freelancers"
Local or niche	"SEO auditor for dental clinics in Manchester"

Stick to the wording real people use. Avoid prompts that contain your brand name unless you're testing something specific.

Step 2: run the prompts

Run each prompt on each platform you care about. To make it fair:

• Use a fresh session or logged-out browser each time
• Run each prompt at least three times, on different days
• Record the date, platform and the exact wording

Step 3: record the cited domains

For each run, note every domain that appears as a source or link. A simple sheet works:

Prompt	Platform	Run	Cited domains	Your domain cited?
What does a website audit include?	Perplexity	1	moz.com, ahrefs.com, semrush.com	No

Step 4: summarise by domain

Count how often each domain appears across all runs and compute a rate:

• Citation rate = runs where a domain is cited / total runs

Sort by rate. The domains at the top are the ones the assistants rely on in your space. Where does yours sit? Where do your direct competitors sit?

Step 5: look at the gap in detail

Pick the top competitor and the prompts where they're cited and you aren't. Open the pages being cited and ask what they do that yours doesn't:

• Do they answer the question more directly? See question-to-answer distance.
• Do they carry data, original research or clear definitions?
• Are they more up to date?
• Do they have stronger third-party mentions? That's covered under third-party authority.
• Is your equivalent page even accessible to the crawlers? Check AI crawler access.

Step 6: act on specifics

Turn each finding into an action: improve a page, create a missing one, earn a mention on a source that keeps appearing, or fix a technical block. Tie each action to prompts so you can retest later.

Step 7: retest on a schedule

Repeat the same prompt set monthly or quarterly. Look at trends, not single runs.

Cautions

• Results vary by region, account and time, so treat numbers as indications.
• Small samples can mislead. Twenty prompts is a start, not a verdict.
• Some platforms don't show sources, which makes tracking harder.
• Check each service's terms before automating queries.

The point of the exercise is to replace guesses about AI visibility with a list of specific, fixable differences.

Further reading: Google's page on AI features and your website and Google's guidance on creating helpful, reliable content are good places to check the details straight from the source.