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Product Intelligence

Your PDP looks great to humans. What does an AI agent think?

More shoppers now ask ChatGPT, Gemini or the assistant on your site what to buy. Give us a URL and we’ll read your product pages the way those agents do, then show you what they can understand, compare and recommend.

Send us your URLSee what agents miss ↓
yourstore.com/stride-runner
Stride Runner sneaker
Reading page_
Stride Runner
$139
Feel the road like never before. Built for the ones who never stop.
7891011
★★★★★ 4.8 · 1,204 reviewsAdd to cart
  • product name✓ Stride Runner
  • price✓ $139
  • rating✓ 4.8 · 1,204
  • cushioning? not on page
  • arch support? not on page
  • best for (road / trail)? not on page
  • fit / width? not on page
Recommend for “stability shoe for flat feet”?No
Facts found3/7
The shift

Often the shopper never sees your PDP. An agent reads it for them and picks a shortlist.

Agents can’t see a hero image or read between the lines of brand copy. If a fact isn’t stated plainly, the agent treats it as missing, and your product gets left off the shortlist.

Agent sessionLive
best stability shoe for flat feet?
Reading 4 product pages
  • Brand A — Glide✓ shortlisted
  • Your Stride Runner✕ dropped
  • Brand B — Arch Pro✓ shortlisted
  • Brand C — Stride✓ shortlisted
AgentTop picks: Brand A Glide, Brand B Arch Pro, Brand C Stride.
Real shopper prompts

Shoppers ask specific questions. Most PDPs only answer the easy ones.

Red satin midi dressYour product3 facts missing
> a dress for a beach wedding, under $200ChatGPT
01Brand A — Linen Wrap Midi
02Brand B — Chiffon Maxi
—Your Satin MidiNot considered
Couldn’t confirmoccasionfabriclength
How it works

Four steps, and none of them is a replatform.

  1. 01
    Send us your URLs
    Twenty PDPs or your whole catalog. We only use what’s public today, so there’s no access or integration.
  2. 02
    We read like an agent
    We parse your copy, specs, structured data and reviews the way AI shopping agents do.
  3. 03
    We ask like a shopper
    We ask real buying questions in the main AI agents and compare the answers with your competitors’.
  4. 04
    You get the fix list
    You see the facts AI can’t find, the prompts you lose and to whom, and what to fix first.
The PDP challenge

Give us your best PDP. We’ll try to break it.

We dare you: send us 20 PDPs. We’ll show you where your product story gets lost between your website and AI.

  • ✓The facts AI agents can’t find on your PDPs
  • ✓The shopper prompts you lose, and who wins them
  • ✓A prioritized list of what to fix first
Book a demo
Public pages only. No access or integration needed.
Keep reading
InsightYour product catalog gets you found on Google. It won’t get you chosen by a shopping agent.Read →InsightOne product, every channel: how a real-time product intelligence hub powers your AI agentsRead →ToolAgentic Commerce Readiness Check — score your store in two minutesRead →NextCustomer Intelligence — give your site agent real customer contextRead →