Should You Rank Yourself #1? What the Data Says About Self-Promotional B2B Content

Summary

Self-promotional content can get your brand mentioned by AI, but it can just as easily send the recommendation to a competitor instead. See what the data says about when this tactic works and a simple framework for writing comparison content you can defend.

By Brittany Lieu, Marketing Consultant at Heinz Marketing

Should a comparison page, a “best RevOps tools” list, or a “top agencies for X” roundup include your own brand or product? SEO teams have already figured out that AI models can be nudged this way. Get your brand into a listicle or a review, and there’s a real chance the next AI assistant that answers a related query surfaces your name along with it.

I recently came across an Ahrefs article that tested that logic directly instead of just assuming it. The results split cleanly in two directions, and the split has nothing to do with luck.

What the Data Actually Shows

Here’s what the Ahref’s data showed: the pattern held across every brand tested. Self-promotional content worked when a brand had a real gap in AI’s knowledge to fill. It did almost nothing when the brand was already well known.

For a brand-new conference with no existing AI presence, the tactic worked. 82% of new mentions in previously empty AI answer slots came from answers that cited one of the self-promotional pages. AI didn’t know the brand belonged in the category. The self-promotional pages gave it that association.

For an already-established product, the same tactic did almost nothing. Only 6% of new mentions came from the self-promotional pages, while the other 94% came from third-party content the brand didn’t write. AI already had enough sources. Self-promotion had nothing left to add.

But here’s the catch. Among answers that cited one of the conference-promoting pages, 43% never mentioned the conference at all, with AI using the page as a research source and then recommending a competitor instead. Getting cited and getting recommended turned out to be two different things. Your page did the research legwork, and a competitor got the credit.

Four Questions Worth Asking Before You Publish

Ahrefs’ own advice was to fill the gap accurately and avoid manufacturing a ranking. That’s a principle, not a test. Here’s the version worth running against any comparison page, category roundup, or “best of” list before it goes live.

1. Would a neutral third party plausibly write this list without you asking them to? If the category genuinely has five to eight real players, and independent research would land on a similar shortlist, you’re filling a real gap. If the category has one obvious leader and you’re a smaller player writing the list, you’re not filling a gap. You’re building yourself a ranking that wouldn’t exist otherwise.

2. Are you the only source, or one of several? A list is more believable when other sources back it up, not when you’re the only one saying it. Check whether G2, an analyst report, or a competitor’s own comparison page ranks the category the same way you do. If they do, your list is confirming something already true. If you’re the only one making the claim, that’s a warning sign.

3. Does removing your brand change the list’s structure? Take your own product out of the list. Do the same categories, criteria, and ranking still make sense? If yes, you wrote an honest list and happened to include yourself. If the list falls apart without your entry holding it up, you wrote an ad and called it research.

4. Would you publish the same page if a competitor topped it? This is the hardest test to pass honestly. If you’d apply the same depth of research and the same criteria no matter who ranked first, the page is defensible. If the page only makes sense because your product wins, you didn’t write a list. You wrote an ad with footnotes.

Where This Actually Shows Up in B2B 

The riskiest content isn’t the obvious kind, like a “best CRM 2026” listicle. It’s the comparison content most B2B teams publish without ever running this test: integration pages, methodology comparisons, and category pages for markets the company helped create.

Category-creation content is the sharpest case. If your company invented the category, you’re the least neutral source available on who else belongs in it. The better move is to say plainly that you created the category, then let an outside voice, like an analyst, a customer panel, or an independent community, decide who else qualifies.

There’s a second, separate risk worth flagging: I’ve written before about how comparison pages and self-promotional listicles, published at scale, are two of the content patterns linked to steep drops in organic traffic once Google’s algorithm catches up to them. A page that fails these four questions isn’t only a trust problem. It can cost you search traffic too.

The Cost That Doesn’t Show Up in the Funnel Metrics

The same gap between being cited and being trusted shows up with human buying committees too. A technical evaluator on the buying committee notices that your “objective comparison” favors your own product. From that point on, they discount everything else your company has published, not just that one page.

Self-promotional content isn’t automatically dishonest. Ahrefs’ data proves that: it worked for a brand filling a real gap and did almost nothing for a brand that didn’t need the help. The problem isn’t writing about your own product. It’s publishing a ranking that only holds up because you wrote it.

Before you publish your next comparison page, run it through the four questions above. If it fails more than one, don’t scrap the idea. Just hand the page to someone who has nothing to gain from how it turns out, whether that’s a customer, an analyst, or a writer with no stake in your product’s ranking. The list will be more useful to your buyer, and more credible to whoever, or whatever, is reading it next.

Curious about how we help B2B brands create effective content? Connect with one of our experts today.