AI agents are already shopping your store
Find out what AI agents can see, where they need better evidence, and which cart or checkout claims still require runtime validation.
Hundreds of stores scanned. Average score: 30/100.
Average store score
Most stores score low on what agents can verify today
The problem you can't see in Google Analytics
Invisible traffic
AI agents from Google, ChatGPT, Claude, and other assistants may already be requesting your pages. Traditional analytics often miss direct crawler traffic, so Lens separates observed agent sessions from ordinary bot noise.
Skipped by agents
Stores with weak structured data are harder for agents to recommend confidently. Runtime cart, checkout, and payment behavior still needs testing before you can claim an agent can complete a purchase.
The gap is growing fast
We scanned hundreds of stores. Average score: 30/100. 100% scored below 40. The opportunity is to measure your gaps now, then improve the evidence agents can rely on.
Check, Fix, and Lens.
From your first free scan to real-time revenue attribution — everything you need to win AI-driven commerce.
Check
Free readiness scan
Enter your URL and get a 0-100 score across 5 dimensions: Discovery, Transaction, Security, Ecosystem, and Content Quality. See which public signals are verified, inferred, missing, or need runtime testing.
Free — 3 scans per day, no account needed.
Scan your storeFix
Generate and apply protocol fixes
Public-evidence gaps from your Check come with generated fix code — JSON-LD patches, robots.txt rules, protocol endpoints, security headers. View the plan free. Pro adds guided apply where supported.
Free to view fix plans. Pro for guided apply.
See your fix planLens
Real-time agent traffic monitoring
Capture request-level AI agent traffic with edge or log collection. See which agents visit, what products they browse, where they drop off, and order attribution when commerce events are connected.
Lens Lite is free for one site until 500 recorded agent visits. 30-day history on Pro.
Start monitoringPro plans add hosted agent journeys: 10 personas that walk your store's buying path with browser verification.
How it works
Scan your store for free
Enter your URL. Colter scores you across 5 dimensions in under a minute. No account, no credit card.
Check is always free — 3 scans per day.
See what's broken and fix it
Public-evidence gaps come with generated fix code — JSON-LD, robots.txt, security headers, protocol endpoints. Share the report with your developer or use guided apply on Pro.
Fix code is free to view. Guided apply on Pro.
Install Lens and upgrade when you need proof
Turn on request-level collection with the edge worker or server logs. Watch AI agents arrive in real time, then use Pro hosted agent journeys when cart and checkout paths need browser-verified proof.
Lens Lite is free for one site until 500 recorded agent visits. Pro adds 30-day history and hosted journey validation.
Step-by-step fix guides
Platform-specific instructions for improving each dimension of your score.
Shopify AI Readiness Guide
JSON-LD, sitemaps, robots.txt, OG tags, and protocol endpoints for Shopify stores.
8 min readWooCommerce AI Readiness Guide
Plugins, configuration, and verification steps for WordPress + WooCommerce.
8 min readUnderstanding Your Report
Walk through every section — signals, protocols, verdicts, and what each score means.
7 min readAI Agent Discoverability
Comprehensive checklist for structured data, protocol endpoints, and content quality.
10 min readCommon questions
Start free. Upgrade when you see value.
Free
- 3 Check scans per day
- Fix code (view only)
- Lens Lite until 500 agent visits
- No account required
Pro
Paid insights and exports
- 50 Check scans per day
- Guided Fix apply
- 30-day Lens history + AI insights
- Hosted journeys with 10 AI personas
- Score change alerts
Agency
For teams managing client stores
- 500 Check scans per day
- 100-store portfolio monitoring
- 90-day Lens history
- White-label reports
- Priority support
See where you stand
Your free score takes under a minute. No account, no credit card, no sales call.
Get Your Free Score