When an AI search describes your organization incorrectly, it is assembling from inconsistent fragments. Here are the three sentences to write once and place everywhere, so the assembly comes out right.
When an AI assistant describes your organization incorrectly, the cause is usually simple: nowhere on the public web is there one clear, current set of sentences saying what you are. The assistant is assembling its answer from fragments it found in public, an old tagline here, a directory listing there, and the assembly reads as the fragments deserve. (Ask me how I know. I ran this on my own studio before I ran it on anyone else's.)
The fix starts smaller than most AI visibility advice admits. Before the earned media, before any audit spreadsheet, your organization needs three sentences that exist, agree with each other, and appear everywhere you are described. I call them the canonical description, which sounds grander than it is. Most small organizations have never written them down.
First: what you are, who you serve, and where. Plainly, with no aspiration in it. A brand and content strategy studio in Maine serving mission-driven organizations, outdoor brands, retailers, and nonprofits. A machine can quote that accurately, and so can a stranger at a dinner party, which is the same test.
Second: the proof you are real. The concrete fact a skeptic can verify: how long you have operated, what you have made, who you have served, what results exist. This is the sentence that separates you from a business that exists only as a website, and it is the one assistants reach for when someone asks whether you are any good.
Third: the thing that makes you the particular answer. Your differentiator, stated as a fact rather than a boast. The one provider focused on a niche, the only shop making the thing locally, the practice built on a specific method. If this sentence could describe a competitor, keep cutting until it can no longer. This is the sentence that does the real work.
If the sentence could describe a competitor, keep cutting until it cannot.
Writing them is half the job. The other half is agreement: your homepage, your about page, your Google Business Profile, your directory listings, your social bios, and your email signature should all carry the same three sentences, adjusted for length limits and nothing else. Every place the old tagline survives is a place the machines can keep quoting it from.
This is tedious, finite work, an afternoon for most small organizations, and it is the most productive afternoon for AI visibility. Assistants weigh consistency because it functions as evidence: ten sources saying the same thing tends to read as a fact, though no one outside the AI companies has published exactly how much weight that carries.
Once the sentences are placed, test them: ask two AI assistants what your organization does, in a fresh conversation, and see how close the answer lands to your canonical description. One caution before you look at the results: assistants that search live will pick up today's edits within days, but assistants answering from frozen training data can keep repeating the old version for months, so a flat result the same night is not proof the work failed. Then make it a habit, because the full version of that test, run across buying-intent questions with the answers recorded, is the audit worth doing quarterly. I have written that up as a twenty-minute check you can run today.
And if the three sentences turn out to be hard to write, that difficulty is information. An organization that cannot state what it is, prove it is real, and name what makes it the answer to a specific problem or need has a foundation question, not a visibility one.
One more scope note, so this does not overpromise: consistency proves you exist and agree with yourself. It does not yet prove to a stranger, or a machine, that you are the right answer, and that second layer runs on different work, earning mentions in places the assistants already cite. I have written that process out separately in How to get ChatGPT to recommend your business.
Yes. Taglines are written to evoke; these are written to inform. A tagline can sit alongside the canonical description anywhere you like, but it cannot substitute for it, and letting it substitute is how organizations end up described by their slogan.
When the facts change: a new location, a new audience, a milestone worth moving into the proof sentence. Otherwise leave them alone. Their power is repetition, and rewriting them seasonally spends the consistency you were building.
Not sure what your three sentences are? That is foundation work, and it is what I do. A discovery call is enough to find out whether your sentences exist and just need placing, or need to be built.