Do Best-Of Listicles Get You Cited by AI?
Best-of listicles get you cited by AI more than any other format: they took 21.9% of over 1 million AI citations in a 2026 study. But a list that ranks your own brand first gets cited far more often than it gets recommended. For best results, earn spots on other people’s lists and keep your own list fair.
Key Points
| Question | Short answer | The number |
|---|---|---|
| Do listicles get cited by AI? | Yes, more than any other format | 21.9% of all citations |
| What about shopping questions? | Even more often | 40.86% of citations |
| Does ranking yourself #1 work? | You get cited, not recommended | Left out 83% of the time |
| Can it hurt you in Google? | Yes, in bulk | 30% to 50% visibility drops |
| Whose lists count most? | Other people’s | About 4 to 1 over your own |
How Often Do Listicles Get Cited by AI?
Listicles get cited by AI in 21.9% of all citations, the largest share of any content format. That figure comes from a Wix AI Search Lab study of 75,000 AI answers and 1,056,727 citations across ChatGPT, Google AI Mode, and Perplexity. Articles took 16.7% and product pages 13.7%.
But the share swings with the kind of question. When a shopper asks “which one should I get,” the list share almost doubles, and when they ask how something works, articles take over.
- Commercial questions (“best heated socks for hunting”): listicles lead with 40.86% of citations.
- Informational questions (“how do heated socks work”): articles lead with 45.48%, and listicles take 21.68%.
- Transactional questions (“buy heated socks”): product pages lead with 24.88%, and listicles take 16.87%.
That same study found the type of question predicted the cited format better than the industry or the AI model did. So if your buyers ask “best” questions, lists are what the models go looking for. It matches what I found when I broke down how ChatGPT chooses which sites to cite: the model wants a source shaped like the answer.
A list is a pre-built answer, which is the whole reason this works. It already holds the picks, the criteria, and the tradeoffs, so the model can compress one page and skip stitching ten together.
The structure helps too. A numbered list with a clear subheading for each pick is easy to pull one item from, and easy to compare against the next list on the same topic. And when three lists agree that a product belongs in the top five, the model reads that as agreement and repeats it.
Just know that “cited” and “recommended” are two different results. A citation means the AI used the page as a source, and a recommendation means it told the shopper to buy a product. The rest of this post is about the gap between those two.
Self-Promotional Lists Get Cited but Not Recommended
Self-promotional lists get cited but not recommended 83% of the time in Google’s AI Overviews. That is the latest count from SEO analyst Lily Ray, who tracked 100 “best software” searches through 2026. In her June count, self-ranking lists were cited 323 times, and 69% of the time the publisher was missing from the picks.
“A citation is not a recommendation.”
That line is hers, and the trend since then backs it up. When she re-ran the same searches in September, the publisher was left out 83% of the time, and 38% fewer of those lists were cited at all. Her data covers software companies and comes from one analyst, so read it as a direction and not a law.
Ahrefs saw the same thing from the inside. It published 34 self-promotional pages and watched 9,886 AI answers over four months. For a brand-new product, its own pages did earn mentions, and 82% of the answers that named the product cited an Ahrefs page.
Even so, 43% of the answers that cited the page skipped the product. About a quarter of the citations also showed up once and never came back.
So the AI reads your list, takes the category overview, and recommends someone else. A list that crowns you gets the link, and the competitor gets the sale. I cover why those two outcomes split in AI citations vs mentions.
Can a Best-Of List Hurt Your Google Rankings?
Yes, a best-of list can hurt your Google rankings when you publish them in bulk and put yourself first. Search Engine Land reported in February 2026 that sites built on these lists lost 30% to 50% of their Google visibility. The drops sat in the blog folders where the lists lived.
Those sites were not publishing one or two lists. The seven sites in the original analysis held between 10 and 340 self-ranking lists each, and the declines picked up again during Google’s May 2026 core update.
Google has not confirmed a crackdown, and I want to be straight about that. But its rules already cover the pattern.
Google’s spam policies define scaled content abuse as pages “generated for the primary purpose of manipulating search rankings and not helping users.” Since May 2026, those same policies also cover attempts to manipulate the AI answers in Google Search. Fifty “best X” posts that all happen to rank your product first fit that description well.
If you already have a pile of these, cut them down to the few that are useful and fair. Open Search Console, filter to the blog folder, and sort the lists by clicks over the last 12 months. Keep the ones that earn traffic and would still read as fair if a competitor’s customer landed on them.
The rest are candidates for the same review I use when deciding whether to delete old blog posts. Lily Ray noted that even Shopify, which had over 100 of these lists, is reported to be trimming them.
Is the Listicle Window Closing?
The listicle window is narrowing in ChatGPT and holding steady in Google. Seer Interactive studied over 2 million AI citations and measured listicles at 17.8% of ChatGPT’s citations in November 2025 and 15.5% in January 2026.
| Month | Listicle share of ChatGPT citations |
|---|---|
| November 2025 | 17.8% |
| December 2025 | 17.2% |
| January 2026 | 15.5% |
| February 2026 (partial month) | 16.7% |
The headline on that study is a 30% drop in one month, but that is the raw count. ChatGPT cited fewer pages of every kind that month, so the share is the fairer number, and the share slipped about two points. In Google’s AI Overviews, listicle citations stayed flat or rose over the same stretch.
So lists are not dead. The easy version is fading, where any page titled “best X” got picked up. Product pages are taking some of that ground in shopping answers, which is one more reason to work on getting ChatGPT to recommend your products directly.
Third-Party Lists Beat Your Own List
Third-party lists beat your own list by about four to one in the citation data. In the Wix study’s look at professional services, 80.9% of citations went to neutral third-party sites and 19.1% to self-promotional pages. AI models treat someone else’s roundup as more trustworthy than yours.
The Ahrefs test points the same way for known brands. For its established product, only 6% of new AI mentions came from its own pages, and 94% came from third parties. Your own list can introduce a new brand, but other people’s lists are what keep a known one in the answer.
I saw this play out with Fieldsheer. Travel + Leisure named its heated jacket Best Overall for Women in March 2026, and that spring ChatGPT named it the #1 pick for the same question. One outside list did what no page on the store’s own blog could, and the full story is in the Fieldsheer case study.
Get your brand into other people’s lists before you polish your own. The pitch does not need to be fancy. Search “best” plus your category, write down the first five lists, and note which brands are on each one and what the writer says about them.
Then offer each writer something concrete, like a review unit, test data, or a customer number they can’t get elsewhere. Follow up once after two weeks and move to the next list. Most stores never ask, so the ones that do get in.
Write a List AI Wants to Quote
To write a list AI wants to quote, include 10 to 20 real options, show how you picked them, and date it this year. Those three traits are what Seer found in the lists that kept gaining citations while the rest slipped.
Your own site is still the one place you control the criteria and the freshness, so a fair list is worth having. These are the rules I follow on client lists as part of my AI search services:
- Put the number in the title and the top pick in the first paragraph
- Give each pick one clear reason, like “best for wide feet,” and a current price
- Include products you don’t sell, and let one of them win when it deserves to
- Add a short “how I picked these” section with what you tested or compared
- Re-check picks each season and swap out anything discontinued
After that, place your own product where a fair reviewer would put it. If it is the best pick for one kind of buyer, say which buyer and why. A list where you win every category reads like an ad to a person, and the models are getting better at reading it the same way.
Picture a store that sells standing desks. “The 12 Best Standing Desks for Small Apartments” can name its own compact desk as the pick for renters who need to move it often, and name a competitor’s desk as the pick for the lowest price. That list helps the shopper, and it still puts the store’s product in front of the right buyer.
Listicle Questions Store Owners Ask Me
How often should you update a best-of list?
You should update a best-of list at least once a year, and once a season is better. Seer found the lists that kept earning citations carried the current year on the page. So re-check every pick, swap out discontinued products, fix the prices, and change the year only after you have done that work.
How many best-of lists should a store publish?
A store should publish 3 to 5 best-of lists, one for each main category it sells in. The sites that lost Google visibility had 10 to 340 of them. A handful of lists you keep current will do more for you than dozens you published once and forgot.
Should your own product be on your own list?
Yes, your own product should be on your own list, but not in first place by default. Ahrefs summed up its test with the advice to add yourself to the right contexts and not crown yourself. Put it where your customers’ reviews say it belongs.
Does any of this apply to Shopify stores, or only software?
It applies to Shopify stores, but most of the hard data comes from software companies. The Wix numbers cover many industries, while the self-ranking studies from Lily Ray and Ahrefs looked at software lists. I have not seen a store-only study yet, so I treat the 83% figure as a warning and the Wix shopping figure of 40.86% as the opportunity.
Want Your Brand in the Lists AI Reads?
Listicles are still the most cited format in AI answers, but the citation only pays when the list recommends you. That happens far more often on someone else’s list than on your own, and bulk self-ranking lists now carry a real risk in Google.
If you want help with it, book a call and I’ll show you which “best” questions in your category AI answers today and who it cites for them. If you want the outreach and the lists handled every month, that is what my AI search services are for.
Sources:
- Wix AI Search Lab: The content types most cited by LLMs
- Lily Ray: Why calling yourself the best could backfire
- Lily Ray: September 2026 follow-up on self-promotional listicles
- Ahrefs: Self-promotional content AI SEO experiment
- Search Engine Land: Google and self-promotional best-of listicles
- Google Search Central: Spam policies for Google web search
- Seer Interactive: The listicle window in AI search
