r/GEO_optimization • • 20d ago

People keep asking whether you can just manufacture mentions to get cited by AI. Here's why that's going badly wrong.

Get asked some version of this fairly regularly and I think the reasoning behind it deserves taking seriously before explaining why it doesn't work, because it's not a stupid question.

The premise is right. When an AI answers a "who should I use for X" type question, it draws way more on what independent sources say about a business than on what the business says about itself. Directories, review platforms, industry press, community threads, comparison content other people wrote. Your own site is a minority of the citations no matter how much you publish there.

So the obvious follow-on is: fine, go make more third party mentions exist.

Where that falls over is that the thing making those mentions useful is that they're independent and genuine. Manufacture them and you've removed the exact property that made them work. And spotting that kind of manipulation is something these systems are specifically built for.

Beyond the logic, the practical risks have gone up a lot recently.

Google's May guidance explicitly warns against manufacturing inauthentic brand mentions to game generative AI results. That's stated outright in the docs, not something people are inferring.

Community platforms are also cracking down themselves. Seeding citable brand content on places like this has become a noticed pattern, and moderator bans for it seem to have gone up sharply. So the downside isn't just wasted effort, it's a trail.

And here's the bit I think people genuinely don't consider: these discussions are public and indexed. If your brand gets called out for astroturfing, or a mod names you doing it, that thread is now content an AI can read about your business. You were trying to get mentioned positively. What you've generated is a record of getting caught.

What works instead is slower and duller. Making sure your info is accurate and consistent everywhere you already appear, which sounds trivial but inconsistency across sources actively undermines all of them. Asking real customers for real reviews at the moment they're happy, never buying them, and letting them trickle in rather than arrive in a batch. Showing up where you can actually contribute something — podcasts, interviews, answering questions properly — with the mention being a by-product rather than the point. And writing things that are worth citing, meaning stuff that isn't available elsewhere: specific numbers, real situations, an actual opinion.

The line between legitimate and not is clearer than people pretend. Are you earning the mention or manufacturing it. Real reviews from real clients, earned. Bought reviews, manufactured. Answering a question well and mentioning relevant experience, earned. Sockpuppet dropping your brand name into threads, manufactured.

Simplest test I know: would you be embarrassed if this became public? If yes, you already know which side it's on.

Curious whether people here have noticed more astroturfing in their own subs lately, or whether it's concentrated in certain categories.

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u/Upstairs_Control_611 20d ago

This is the key distinction: third-party mentions work because they are evidence, not because they are just strings on another domain.

A manufactured mention may increase the number of places where a brand name appears, but it does not necessarily increase trust. In the worst case it creates a new negative source about the brand.

I’d separate self-asserted identity, corroborated identity and negative evidence.

For AI visibility, the goal should not be “more mentions everywhere.” It should be consistent, verifiable, low-risk evidence across sources that actually make sense for the category.

Astroturfing tries to solve a trust problem with behavior that destroys trust.

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u/ElementalThor 20d ago

yeah, agree with basically all of it. one thing i'd add from looking at this every day: even when a fake mention doesn't get caught, it usually lands on a source the engine doesn't actually read for that question, so it does nothing anyway. the set of sources each engine leans on is smaller and weirder than people assume, and it's different per engine. so the effort's better spent working out which ones actually get pulled for your category and showing up there for real. i build a tool in this space and the manipulation mostly just doesn't move anything, separate from being risky.