For Merchants
Check your score, see what AI agents experience, fix gaps, and stay ahead of competitors.
TL;DR: Run a free check, fix the highest-impact gaps, then add Lens if you want ongoing monitoring. Start with
npx @getcolter/cli check https://your-store.comif you want the fastest first pass.
Merchant Flow
check -> fix -> test -> monitor
Check Your Score
No install:
npx @getcolter/cli check https://your-store.com
Global install:
npm install -g @getcolter/cli
colter check https://your-store.com
What The Score Means
| Score | Meaning |
|---|---|
75+ | Strong readiness |
60-74 | Basic readiness |
40-59 | Needs work |
0-39 | Not ready |
Key dimensions:
- discovery
- transaction
- security
- ecosystem
- content quality
Fix The Biggest Gaps
Preview fixes:
colter fix https://your-store.com --dry-run
Write files:
colter fix https://your-store.com --apply --output-dir ./colter-fixes
Typical improvements include JSON-LD, llms.txt, protocol manifests, and crawler posture updates.
See What Agents Experience
colter test https://your-store.com --models claude --json
Test is a paid add-on on Pro and included on Agency and Enterprise.
Monitor Live Traffic
colter lens https://your-store.com
colter lens status --url https://your-store.com --period 7d
Lens shows:
- which agents arrive
- how far they get
- where they drop off
- what revenue can be attributed
Shopify Note
Shopify may provide parts of the protocol surface, but you should still run Colter to validate discovery, coverage, and real agent behavior.