How Do You Write a Product Description AI Assistants Repeat Correctly?

How do you get AI assistants to describe your product correctly?

Write one plain, specific sentence that says what your product is, who it is for, and what it does, then use that same sentence everywhere you describe yourself. AI assistants summarize what they find. When your homepage, about page, profiles, and directory listings all say the same clear thing, the summary they repeat is far more likely to be right.

Buyers now ask ChatGPT, Perplexity, Gemini, and Google's AI features what a company does before they ever visit its site. The answer they get shapes whether they click. If the assistant calls your workflow tool a "project management app," you may lose the buyer before the first visit.

The fix is not a trick. It is disciplined, consistent writing about yourself. Here is how I approach it.

Why do AI assistants get product descriptions wrong?

AI assistants get product descriptions wrong when the sources they read are vague, inconsistent, or outdated. If your homepage says one thing, your LinkedIn page says another, and an old directory listing describes a product you pivoted away from, the assistant has to guess. It often blends the versions or picks the most common phrasing it found.

Vague copy is the biggest cause. "Helping teams work better together" could describe hundreds of products. When an assistant has to summarize that, it fills the gap with a generic category, and the category it picks may not be yours.

Inconsistency is the second cause. Many companies describe themselves differently on every page, often on purpose, to sound fresh. Humans may not notice. Systems that summarize across sources do. I wrote about a related problem in my post on why AI assistants confuse small brands with similar names.

What makes a description easy to repeat accurately?

A description is easy to repeat accurately when it names the category in common words, names the buyer, states the main job the product does, and adds one concrete differentiator. Keep it to one or two short sentences with no slogans. If a stranger can repeat it, a model can too.

Use the category name buyers search for, not one you invented. If people search for "lead routing software," call yourself that, even if your team prefers "revenue orchestration." You can introduce your own term later in the page. The first sentence should match how the market talks.

Name the buyer specifically. "For B2B sales teams using HubSpot" is far more useful than "for growing businesses." It helps the assistant answer questions like "what lead routing tool works with HubSpot" and helps the right buyer recognize you.

Add one concrete differentiator that you can prove on the page. "Routes inbound leads to the right rep in under a minute" is repeatable only if your site backs it up. If you cannot support a claim, leave it out. An assistant repeating an unsupported claim does you no favors when a buyer checks.

Where should the description appear?

The description should appear in the first lines of your homepage, the opening of your about page, your meta description, your structured data, and every external profile you control, such as LinkedIn, G2, Crunchbase, and partner directories. The same core sentence in each place gives every source the same answer to repeat.

On your own site, put it in visible text near the top of the homepage, not only in an image or a video. Systems read text. A beautiful hero animation with the product description hidden inside it is invisible to them.

Add it to your Organization schema markup as the description too. Schema is not a magic switch for AI answers, and Google says no special markup is required to appear in its AI features. But it is a clean, structured place to state who you are, and it keeps your own sources consistent.

Then update the profiles you control. This is tedious and it matters. Old directory listings and abandoned profiles often contain the description from two pivots ago.

Do not forget the places your team writes about you without thinking. Founder bios, conference speaker pages, podcast show notes, and press kits all describe the company. A shared document with the approved sentence, plus a short and a long version, saves everyone from improvising.

How do you check what AI assistants currently say?

Check by asking several assistants simple questions about your company and category, such as "what does [your company] do" and "what are the best tools for [your use case]." Record the answers, note where the wording came from if sources are shown, and compare them with your intended description. Repeat monthly to see if changes stick.

Ask in plain language, the way a buyer would. Try ChatGPT, Perplexity, Gemini, and Google. Where an assistant shows sources, click them. You will often find the outdated page or profile that caused a wrong answer.

Keep a simple log with the date, the question, the assistant, the answer, and the sources. Over a few months, that log tells you whether your fixes are working. If you have already found an assistant stating wrong facts about you, my post on fixing wrong facts ChatGPT states about your business covers the cleanup process.

What should you avoid when writing the description?

Avoid slogans, invented category names, unsupported superlatives, and lists of every feature. Avoid describing what you are not. Avoid changing the core wording on every page for variety. Each of these makes the description harder to summarize correctly, and some make it more likely an assistant repeats something you cannot defend.

Superlatives are a trap. "The world's leading platform" is unverifiable, and assistants may repeat it or ignore it. Either way, it adds nothing a buyer can use. Replace it with a specific fact about who uses you or what you do.

Negative positioning is another trap. "Not another CRM" puts the word CRM right next to your name. A summary system may well take the noun and drop the "not." Say what you are, plainly.

How does this connect to your positioning work?

This is positioning work wearing a new hat. If your team cannot agree on a one-sentence description of the product, AI assistants will not find one either. Writing a repeatable description forces the decisions positioning is supposed to settle: which category, which buyer, which job, and which difference matters most.

I often start positioning conversations with clients this way now. "What do you want ChatGPT to say when someone asks what you do?" It is a concrete question, and it exposes disagreements fast. Sales wants one framing, marketing another, the founder a third.

Settle that sentence first, then build the homepage around it. I made a related argument in my post on whether to write separate pages for each AI engine. One clear, consistent answer beats many tailored ones.

What should you do next?

Write one sentence that names your category in common words, your buyer, your main job, and one provable difference. Put it at the top of your homepage, your about page, your meta description, and your Organization schema. Then update every external profile you control and check what four AI assistants say about you.

Repeat the check monthly and fix the sources behind any wrong answers. It is slow, unglamorous work, and it compounds.

If you want help writing a description AI assistants repeat accurately, or auditing what they say about you today, reach out. I am happy to help.