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Colter Lens

See every AI agent
that visits your store.

See which AI agents visit, what protocols they use, where they drop off, and how much revenue you're missing.

lens.agenticcom.aiLive
Agent visits
2,847
+14.9%
Revenue attr.
$14,073
+31%
Conversion
1.8%
+0.6pp
Score
67/100
Grade C
30-day agent traffic
By agent
ChatGPT968
Perplexity626
Claude512
Gemini342
Real numbers from a real store

$3,204/mo in recoverable revenue.

Moon Trail Outfitters had 2,847 AI agent visits last month. Most agents couldn't complete a purchase. Lens found why.

Agent conversion funnel — 30 days
Discovery
1,000
Browse
780
Protocol
450
Cart
330
Checkout
40
Transaction
18

1,000 agent visits. 18 purchases. The gap between cart and checkout is where the money is.

critical$2,430/wk

ACP checkout endpoint missing

330 sessions reached cart but couldn't check out. Agents hand off to humans instead, where conversion drops to 2%.

Apply fix
high$1,568/wk

Claude visits 3x higher than purchases suggest

512 events, only 2 transactions. MCP endpoint returns incomplete product data. Claude retries 4.2x before abandoning.

Fix MCP schema
high$1,973/wk

UCP endpoint spiked to 2.3s response time

Intermittent 503s degrading agent discovery. Caching the manifest path restores protocol score.

Cache UCP
Live demo

Explore the full dashboard.

Traffic charts, agent leaderboards, conversion funnels, revenue projections, session replay, protocol health, and 9 AI-generated insights. All from real demo data for Moon Trail Outfitters.

Explore the demoNo signup required
What Lens shows you

The full picture of AI agent behavior

Revenue opportunities, behavioral patterns, and protocol health across your entire storefront.

  • TrafficWhich agents visit — ChatGPT, Gemini, Claude, Copilot — and which protocols they use
  • JourneysFull session replay: where agents land, browse, and drop off
  • RevenueAgent-attributed revenue, conversion rates, missed opportunities
  • InsightsAI-generated priority fixes with revenue impact estimates
  • AlertsScore changes, protocol drift, agent behavior anomalies
  • PortfolioMulti-store monitoring — compare stores, prioritize interventions
Revenue attribution

Know exactly what each agent is worth.

Track revenue by agent, protocol, and session. See who converts, who abandons, and why.

Revenue by agent — 30 days
ChatGPT
968 visits$7,423
Perplexity
626 visits$4,381
Claude
512 visits$2,269
Gemini
342 visits$0
Other
399 visits$0
Total$14,073
Monthly opportunity
$3,204

Recoverable revenue across 5 fixable issues. Protocol gaps, missing schemas, and broken checkout flows are leaving money on the table.

Top fixes by ROI
Complete Product JSON-LD+$1,150/mo
Add Shipping Schema+$920/mo
Repair UCP Manifest+$540/mo
Pricing

Lens is included in every plan.

Free

24-hour data window. No account required.

Pro — $49/mo

30-day history. AI insights. Revenue attribution.

Agency — $199/mo

90-day history. 10-store portfolio. White-label.

For agents and developers

Works from CLI, API, and MCP

AI agents discover and invoke tools programmatically. Developers get the same access from the command line.

CLI
colter lens
$colter lens status --site my-store.com
Active — 847 agent visits (last 24h), score 72/100
$colter lens report --site my-store.com --period 7d
$colter lens alerts --site my-store.com
$colter lens export --site my-store.com --format csv
REST API
REST APIbash
# Get Lens status
curl https://agenticcom.ai/api/v1/lens/sites \
-H "Authorization: Bearer col_..."
 
# Get agent traffic for a site
curl https://agenticcom.ai/api/v1/lens/events \
-H "Authorization: Bearer col_..." \
-d '{"site": "my-store.com", "period": "7d"}'
 
# Returns: agent_visits, sessions, protocols,
# conversion_rate, revenue_attribution,
# top_agents, drop_off_points

Install: npx -y @getcolter/cli · MCP: npx -y @getcolter/cli mcp --admin-tools

FAQ

Common questions

How does Lens detect AI agents?

A lightweight JavaScript beacon on your store identifies AI agent traffic by user agent, referrer, and behavioral patterns. It distinguishes ChatGPT, Claude, Gemini, Perplexity, and 30+ other agents.

Does the beacon slow down my store?

No. The beacon is under 2KB, loads asynchronously, and has zero impact on page speed or Core Web Vitals.

What’s included in the free tier?

24-hour data window with basic agent counts. Pro gives 30 days of history, revenue attribution, insights, and alerts.

Can I see which products agents look at?

Yes. Lens tracks agent journeys at the page level — which products they browse, where they drop off, and which ones lead to purchases.

How does revenue attribution work?

Lens traces agent sessions through discovery, browse, cart, and checkout stages. Revenue is attributed to the agent that initiated the session, with confidence scoring based on data completeness.

Get started

Start with a free scan. Lens comes next.

Run Check (free), deploy Fix, then activate Lens to monitor real agent traffic.

Scan your store