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AI Found Your Content but Didn't Cite It? Here's How to Spot and Address Citation Gaps
AI responses use your client's pages as sources but cite others. Learn how to find these pages in AWR and earn citations.
Your client wants to know how they're performing in AI search, so you start by tracking the topics that matter most to their business.
As you review the prompts under the “Hand Mixers” Topic, something catches your attention: “hand held mixers” has a 12% Citation Share, while “handheld kitchen mixer”, which covers a similar intent, has a Citation Share of 0%.
And here's the interesting part: the same buyer's guide is relevant to both prompts, but it isn't getting cited in both AI responses.
So why is your client's page getting cited for one prompt but not the other?
TL;DR: What to Do When AI Finds Your Content but Doesn't Cite It
Just because AI is finding your client's pages doesn't mean it's citing them. Here's how you can spot where those citations are being missed and what you can do about it:
Head to the Citations report and look at Conversion Gap to find other pages that AI models are picking up but not always citing.
Check the Answers tab to see where your client's pages appear under “Sourced, not cited” and which websites are getting cited instead.
Take a look at the pages getting more citations. What are they doing differently? Comparing them with your client's content can help you spot things worth improving.
Keep an eye on Conversion Gap and Citation Share after making changes. Ideally, you'll see fewer missed citation opportunities and more actual citations, while your client's pages continue to be sourced.
See How AI Uses Your Client's Content
To take a closer look at what's happening, open the Prompts report and find your Topic. In our example, that's “Hand Mixers”.
Now, look at the prompts “hand held mixers” and “handheld kitchen mixer”. Even though they're asking practically the same thing, one has a 12% Citation Share, while the other has 0%.
Let's click on “hand held mixers” first to see where those citations are coming from. This opens a detailed view of the prompt, where you can explore its performance across the AI models you're tracking.
Now, head to the Answers tab to see the AI-generated responses for this prompt.
Here, you can see which AI models are citing your client's website. In our example, Allrecipes.com receives citations from Google AI Mode and AI Overviews.
You can also click on any answer to see exactly what each AI model said about the prompt, which sources it cited and how your client's website was included in the response.
Compare that with “handheld kitchen mixer”, which has a 0% Citation Share. Even though the prompts are very similar, your client's website isn't getting cited for this one.
Looking through the AI-generated answers, we can see that none of the models are citing our website. Instead, they often mention our competitor, KitchenAid, although Allrecipes.com does appear in some responses too.
There’s something else worth checking. Click on one of the answers and look at the “Sourced, not cited” section on the right. You'll notice that our buyer's guide from Allrecipes.com is listed there.
By checking this section across the different AI models, you can get a better idea of which websites they're using as sources, even when they don't cite them. You might also notice that some models don't list any sources at all. In our example, Gemini didn't show any sources for the answer we checked.
So, while our content is being picked up by AI, we're not always getting credit for it. And this isn't necessarily happening with just one page.
Find More Missed Citation Opportunities With the Citations Report
Now that you know how to spot pages that are sourced but not cited, how can you find other pages where the same thing is happening?
The Conversion Gap metric can help you spot them.
Head over to the Citations report, open the URLs tab and select “Hand Mixers” from the Topics dropdown to focus on the same Topic.
Here, you can see which pages are getting cited by AI models and how they compare with competing pages.
Take that buyer's guide from Allrecipes.com, for example. It's performing pretty well in the chart, with a 3% Citation Share, putting it among the top-cited pages for the “Hand Mixers” Topic.
Scroll down to see more details about the page. At first glance, the numbers look promising, with an average Cite Position of 3.3. But take a closer look and you'll notice something else: the page also has a 17.6% Conversion Gap.
This means there's still room to turn more of the page's appearances as an information source into actual citations. And chances are, this isn't the only page missing out.
To find more opportunities, open the “Domain type” dropdown and select “Owned” to show only your client's pages.
Then, click on the Conversion Gap column header and set the sorting order to “Descending”. This brings the pages with the highest Conversion Gap to the top of the table, making it easier to spot where AI models are using your client's content as a source but aren't citing it.
By keeping an eye on these pages, you can see where your client's content is already being picked up by AI and where there's still an opportunity to earn more citations.
What Can You Do to Help These Pages Earn More Citations?
Once you've found the pages with the biggest Conversion Gaps, the next step is to take a closer look at where they're missing out on citations.
Click on one of the URLs to open its details. For this example, let's use the Allrecipes.com buyer's guide for best hand mixers, which has a 17.6% Conversion Gap.
Now, head to the Answers tab and set the Citation status filter to “Uncited sources”.
This shows you the AI-generated answers highlighted in gray, where your client's page was used as a source but wasn't cited. These are the same “Sourced, not cited” appearances you saw earlier when exploring individual AI answers.
Click on any of these answers to see what the AI model said, which websites it cited and where your client's page appeared as a source without getting credit.
For example, the Allrecipes buyer's guide appears under “Sourced, not cited”, meaning the AI model retrieved the page but didn't include it as a citation in its final answer. While this doesn't necessarily mean the model used information from the page, it shows that your client's content is being discovered by AI, even when it isn't receiving a citation.
Head back to the Citations report and look at the Top Cited URLs. In this example, five websites are ranking ahead of Allrecipes.com. So, what are they doing differently?
Take a closer look at those pages and compare them with your client's content. Are they answering questions more directly? Do they offer clearer product comparisons, more detailed recommendations or more up-to-date information?
By looking at what's getting cited more often, you can get a better idea of what might be worth improving on your client's page.
Maybe it needs clearer recommendations, updated product details or a better structure that makes specific information easier for AI models to find and cite.
The goal isn't to rewrite everything. It's to use what you've learned from the AI answers and top-cited pages to make targeted improvements that could help your client's content earn more citations.
How Do You Know if Your Changes Worked?
After making improvements to your client's pages, you'll want to see whether they're actually helping earn more citations.
To check this, head back to the Citations report and open the page you updated. In the Overview tab, switch the chart to Conversion Gap and enable “Compare previous” to see how the metric has changed over time.
Ideally, you'll want to see the Conversion Gap decrease while Citation Share increases.
A lower Conversion Gap is better because it means fewer missed citation opportunities relative to how often the page is sourced. This suggests that AI models are not only discovering your client's content but also citing it more often in their responses.
Just make sure the page is still being sourced regularly. A decreasing Conversion Gap is most encouraging when AI models continue to retrieve the page and cite it more consistently.
And don't focus on a single change. AI-generated answers can vary over time, so it's worth monitoring the results over a few weeks to see whether the improvements are consistent.
Turn Missed Citations Into Opportunities
Just because an AI model isn't citing your client's page doesn't mean it hasn't discovered it.
As you've seen with the Allrecipes buyer's guide for the prompt “best hand mixer reviews”, a page can be retrieved as a source without making it into the final citations.
With the Answers tab, you can see where this is happening, while Conversion Gap helps you find other pages that might be missing out.
And by comparing your client's content with the pages AI models are citing more often, you can identify what might be worth improving.
For example, Allrecipes already includes detailed product reviews, hands-on testing and recommendations for different needs.
But when you look at the competing pages cited for “best hand mixer reviews”, you'll notice different ways of presenting this information, from clear product categories to detailed testing results and pros and cons.
Comparing these approaches can help you spot opportunities to make your client's content easier to find and reference.
Instead of guessing which pages need attention, you can focus on the ones AI models are already finding and make targeted improvements that could help turn more of those opportunities into actual citations.
Do you have any questions about improving your client's visibility in AI search? Don't hesitate to get in touch with our dedicated support team.
Frequently Asked Questions
Does being mentioned in an AI response count as a citation?
Is it still valuable if AI mentions my client's website without citing it?
Why is AI finding my client's content but not citing it?
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