Most product pages are organized around what the company wants to say: a hero line, three feature cards, some social proof, a call to action. It looks complete. But a buyer doesn’t arrive wanting your feature tour. They arrive with a specific question, and they’re scanning to see if you answer it. So is the AI assistant they may have asked first.
The fix is a mindset flip: stop writing a page about your product and start writing a page that answers the questions a buyer has about it. Same content, different organizing principle, dramatically better results with humans and agents alike.
Start from the questions, not the features
Before you write a word, list the real questions a buyer asks on the way to a decision. Not the ones you wish they asked, but the ones they actually do. For most products the core set is:
- What does it actually do? In plain terms, not a category name.
- Is it for someone like me? Use case, team size, skill level.
- What does it cost? A number, or how to get one.
- How is it different from [the obvious alternative]?
- What’s included, and what isn’t?
- What happens after I buy? Setup, support, returns, onboarding.
Source the exact wording from support tickets, sales-call recordings, and your search analytics. Those are the questions, in your customers’ own language, which is also the language an agent will match against.
Answer each one in a specific sentence
For every question, the page needs a sentence that answers it cleanly enough to stand alone. This is where most pages quietly fail: they gesture at the answer instead of stating it.
Gesture: “Built for teams of all sizes.”
Answer: “Works for teams from 2 to 500; solo plans start at $9/month, and volume pricing kicks in at 25 seats.”
Reframe features as answers
You don’t throw away your features. You reframe each as the answer to a question. “Offline mode” becomes the answer to “does it work without wifi?” A feature stated on its own is a fact about your product; a feature framed as an answer is a reason to buy. Buyers and agents both reward the second framing because it connects the capability to a need.
See which buyer questions your product page misses
Paste your product page. Agent Speak reads it the way an assistant would and shows you exactly which questions go unanswered, with the copy to fix them.
Common questions
At minimum: what the product does in plain terms, who it’s for, what it costs, how it compares to the obvious alternative, what’s included, and what happens after purchase. Pull the exact phrasing from support tickets and sales calls. More on finding these in how to get quoted by AI.
A feature list states what the product has, not what the buyer gets or whether it fits their case. Both buyers and agents are looking for the answer to a question; a feature that isn’t framed as one gets skipped.
As many as belong to that page’s job, but each needs its own clear answer. If the list grows past what one page can answer well, that’s a signal to split it (see building an FAQ AI can use).
Written by Michelle Savage, creator of Agent Speak. Related: What AI sees when it reads your product page.