Search Engine Roundtable covered it under a headline that says the quiet part plainly: AI Overview local results are pulling from low-quality listicles. A self-promotional roundup, written by a competitor, became the authoritative voice describing several businesses to their own potential customers.

It is tempting to file this under “AI is still buggy” and move on. That reading misses what it tells you.

What this actually reveals about how the answer gets built

A business website is a first-person source. It says “we do X, we serve Y area, we have been doing this since 2011.” A listicle is a third-person source. It says “Firm A is best for personal injury, Firm B is best for family law, Firm C has the fastest response times.”

The second format is directly usable as a comparative answer. The first is not. When a model is asked to produce one short, differentiating sentence about each of five nearby businesses, the listicle already contains exactly that sentence, in exactly that shape, for all five. Your homepage contains a sentence about you, written the way you want to be described, in a format that does not slot into a comparison.

So the model does not pick the listicle because the listicle is better. It picks it because it is structurally convenient. Quality did not lose to spam. Quality lost to formatting.

That is the uncomfortable finding, and it is a different problem from the one most people are shouting about.

Where this gets messy

The obvious response is to write your own listicle. Publish “The 7 Best Plumbers in Leeds”, put yourself at the top, and hope the model quotes you describing yourself.

Plenty of people are already doing this, which is exactly why the citations look the way they do. It works for a while. It also produces a web where every business in a category has written a ranking of its own category, all of them self-serving, all of them technically citable. If that is where this ends up, the citations stop meaning anything and Google will eventually have to demote the whole format. Anyone who built their visibility on it will lose it in a single update.

There is a real accountability gap underneath this too. The businesses being described by a competitor’s article had no part in it, no notification, and no correction path. They are not misrepresented by a review they can flag or a profile they can edit. They are misrepresented by a third party’s marketing asset that the AI decided to trust. Nothing in the current system gives them standing to object. That is a harder version of the problem covered in what you can actually correct when an AI Overview gets your business wrong, because here there is no source you own to fix.

What actually matters instead

If comparative framing is what gets cited, the useful move is to publish comparative information about yourself honestly, rather than to publish a fake ranking.

That means writing the sentences a comparison needs, on your own site, in plain language. Who you are best for. Who you are not right for. What your typical turnaround is. What you charge, or at least what range. What you do not do. A page that says “we handle residential conveyancing in West Yorkshire, typically completing in eight to ten weeks, and we do not take commercial work” gives a model something usable in a comparison without inventing a ranking.

Most businesses will not do this, because saying who you are not for feels like turning away work. That is precisely why the ones who do will get quoted.

The risk is real, though. Publishing “we do not do X” can genuinely cost you enquiries from people who would have called anyway. For a very small business with low lead volume, that trade may not be worth it. This works better when you have enough enquiries to want better-qualified ones rather than more of them.

A simple version for small teams

If you have an afternoon, not a quarter:

Search your main service plus your town on a phone, logged out. Note which sources the AI cites for the businesses in the local pack. If they are directories and listicles rather than business websites, you now know the shape of the gap.

Then add one section to your main service page: a short, honest “who this is for and who it is not for” block, with specifics. Not marketing language. Actual constraints, areas, timescales, and price ranges.

Then check back in a month. Not because it will definitely have changed, but because the only way to know whether any of this works for your market is to watch your own citations, and almost nobody does.

The thing to hold onto: an AI answer is a summary of what is easiest to summarise, not a ranking of who is best. Treating it as a verdict on quality will send you chasing the wrong fix. Making yourself easy to describe accurately is a slower play than gaming the format, and it is the one that survives the next update.

If a competitor’s listicle is currently describing your business to your customers, that is worth knowing this week. The correction is not a complaint to Google. It is publishing the better version of the sentence yourself.

Editor’s note: This area changes quickly, so check the latest platform policy before making compliance decisions.

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