Free AI agent win-rate check — no signup needed

Will AI shopping agents
buy your product?

Paste one product link. Get your AI win-rate score free — plus the #1 fix to win more agent recommendations.

How we measure

We simulate real purchase-intent prompts across 6 AI shopping agents — ChatGPT, Perplexity, Gemini, Google AI, Grok, and Copilot. Your win-rate is how often your product is the agent's top pick vs. named competitors. The free check runs a quick sample; paid plans run full weekly sweeps across your entire catalog.

Trusted by DTC brands going agent-first

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Capabilities

Know if AI shopping agents will buy you. Fix it if they won't.

Agent-decision simulation

Run shopping prompts across ChatGPT, Perplexity, Gemini, Grok, Copilot — see who the agent picks and why.

Win-rate scoring

Every product gets a live win-rate % head-to-head against your named competitors across engines.

ACP / AP2 / UCP readiness

Audit every product page and feed for agent-checkout protocol readiness. Score 0–100.

Diagnose → fix

Loss reasons + readiness gaps turn into ranked fixes across Feed, Schema, Content, Competitiveness.

Catalog ingestion

Add products manually, drop a feed URL, or crawl a sitemap. Track 10 or 10,000 SKUs.

Weekly trend

Scheduled re-simulation tracks win-rate over time and alerts on drops. Share-of-recommendation charts.

How it works

From catalog to win-rate lift in five steps.

01

Ingest your catalog

Add products manually, paste a feed URL, or crawl a sitemap. AgentWins tracks each SKU, its competitors, and retailers.

02

Simulate the agent

We send shopping/comparison prompts across every major AI engine and record which product the agent picks, the rank, and the stated reason.

03

Audit readiness

Each product page and feed is checked for schema.org Product/Offer, availability, price, and ACP/AP2/UCP agent-checkout endpoints.

04

Diagnose & fix

Loss reasons + readiness gaps become ranked fixes across Feed, Schema, Content, and Competitiveness.

05

Re-test & trend

Weekly re-simulation tracks your win-rate over time, alerts on drops, and shows share-of-recommendation vs competitors.

Pricing

Pay for the wins, not the seats.

Subscriptions + one-time simulation packs. Cancel anytime.

Starter

For solo brands testing the waters.

$49/mo
Start free
  • Up to 100 SKUs
  • Weekly simulation
  • 3 engines
  • Readiness audit
  • Basic dashboards
Most popular

Growth

For scaling DTC brands.

$149/mo
Start free
  • Up to 1,000 SKUs
  • All 6 engines
  • Competitor benchmarking
  • Re-test cadence
  • Weekly digest email
  • Priority support

Scale

For brands running agent fleets.

$399/mo
Start free
  • Up to 10,000 SKUs
  • API access
  • White-label reports
  • Multi-store workspaces
  • Dedicated CSM
  • Onboarding & training

Simulation Pack — 50 sims

50 one-time simulation credits. No subscription needed.

$19one-time
Buy now

Simulation Pack — 200 sims

200 one-time simulation credits. Best value per sim.

$59one-time
Buy now

Tip AgentWins

Found this useful? Leave a one-time tip to support the project.

$10one-time
Tip $10

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Your next best customer
is an AI agent.

Run your first agent-decision simulation today and watch your win-rate compound.

Get started free