How do you get a business recommended by ChatGPT?

Getting a page quoted and getting a company recommended are two different problems, and the advice for them has been merged into one confusing genre. Quoting is about a passage: is it extractable, does it answer the question, does it stand alone. Recommending is about an entity: does the assistant know what this company is, who it serves, where it operates, and can it say so without hedging. The second is harder, slower and more durable, and almost none of it happens on your own website.

Why would an assistant name one company over another?

Because it can describe that company confidently enough to put its name in an answer. A recommendation is a claim the assistant is making on your behalf, and the same caution that makes these systems hedge on uncertain facts makes them reach for the option they can characterise clearly. If the available information about a business is thin, contradictory or spread across sources that disagree about what it does, the safe move is to name a competitor it can describe cleanly. Visibility here is less about volume of content and more about whether a coherent picture exists at all.

Substantially overlapping, and different in one respect that changes what you do. Assistants draw on live search results, so pages that rank well are pages they encounter, which means the ranking work is not replaced. What differs is that a recommendation is assembled from many sources rather than served from one, so a strong page on a weak entity performs worse than you would expect, and a well-described business with modest content performs better. The practical consequence is that time spent making your presence consistent across the places that describe you competes directly with time spent publishing more.

What should you fix on your own site?

The things that state plainly what a summariser would otherwise have to infer. Say what the company does in ordinary language on a page that is about the company, rather than only in headlines written to sound distinctive. Name the markets, the sectors and the services explicitly. Add structured data describing the organisation, and include links to the profiles that corroborate it, because those links are what lets a machine connect the same entity across sources. None of this is exotic and most sites do it badly, usually because the copy was written to impress a human reader who already knows roughly what they are looking at.

How much do outside sources matter?

A great deal, because a claim you make about yourself carries less weight than the same claim appearing where you did not write it. Assistants draw on review platforms, directories, professional profiles, editorial coverage and community discussion, and a business described consistently across several of those is easier to characterise than one that exists only on its own domain. The work is unglamorous: make sure the name, description, location and service list match everywhere they appear, and correct the places that are wrong. Inconsistency does more damage than absence, because contradictory sources give an assistant a reason to hedge.

Should you trust the statistics circulating about this?

Treat most of them as unverifiable, because the specific ones are the easiest to repeat and the hardest to check. Articles in this field routinely assert precise shares of where assistants source local business information, and those figures usually trace back to a single agency post with no published methodology, then propagate by citation until they read as established. We nearly repeated one in this article and removed it for exactly that reason. The underlying direction is well supported: assistants use several external sources and consistency across them helps. The decimal points are not, and building a strategy on them is building on somebody's guess.

What kind of content actually helps?

The kind only you could have written, because everything else has already been said by somebody with more authority. A page restating what a service category is gives an assistant nothing it cannot get from a hundred other pages, and no reason to attach your name to the answer. A page describing what actually happened when you did the work, including the parts that went badly, is unique by construction. Specific, verifiable, first-hand detail is what makes a source worth reaching for, and it is also the thing most businesses avoid publishing because it feels less polished than the alternative.

How would you even measure this?

Imperfectly, and the honest answer is that the measurement here is far weaker than in search. Ask the assistants the questions your buyers would ask, record what comes back, and repeat on a schedule so you can see movement. Expect variation between runs, because these systems are not deterministic and the same question can produce different answers minutes apart. Referral traffic tells you very little, since a recommendation often produces a direct visit or a branded search rather than a click. Treat this as a directional signal you check quarterly, not a metric you report weekly.