Live agent audits

Make your site work for the agents that visit it.

Machineble dispatches real AI agents to your store, measures where they succeed or fail, and returns an agent-readiness score with a fix list.

agent://session/8a2f · demo-store.com
LIVE
Agent-readiness score
readable ✓ · usable ✗ · tradeable —
62/100
  01  /  THE PROBLEM

When an agent fails on your site, there's no error. You just silently lose the sale.

68%
of agent shopping tasks fail todaysource: internal benchmark · n=1,240 tasks across 84 stores
  02  /  HOW IT WORKS

Three steps. No integration.

01

Point us at your site

Paste a URL. No SDK, no code changes, no permissions to grant.

02

Real agents attempt real tasks

We dispatch production LLM agents against your live store — browsing, filtering, checking out.

03

Get a score and a fix list

A prioritized report: what broke, why, and the exact markup or flow change that unblocks it.

  03  /  THE PLATFORM

A progression, not a checklist.

Agent readiness moves through three stages. We ship the middle one — because that's where real revenue is won or lost today.

01DONE
READABLE
Machine-legible surface
structured data · metadata · robots
PAST
02LIVE
USABLE — CORE
Real agent task success
end-to-end shopping flows · what we score today
NOWwhat we score today
03SOON
TRADEABLE
Agent-native commerce
checkout · payments · fulfillment
NEXT
  04  /  TWO VIEWS OF THE SAME SHOP

What you see isn't what an agent parses.

The same product page, rendered two ways. One works for humans. The other has to work for machines.

Nitro Glide X1 running shoe
In Stock · High Demand
IMG · nitro-glide-x1.png
Men's Running
$149.00

Nitro Glide X1

Lightweight daily trainer with a nitrogen-infused midsole, engineered mesh upper, and high-traction rubber outsole.

Weight
268 g
Heel Drop
8 mm
Stack Height
32 mm
Midsole
NitroFoam
4041424344
EU sizes. Fits true to size.
12 agents browsing this item
ID: NGX1-BLK-001
  05  /  MONITORING

Deploys break agent access silently.

We re-run your critical tasks every hour and alert the first time an agent fails. No dashboards to check. Just a message when something breaks.

Slack, email, webhook alerts
Diffs against last passing run
Auto-pauses on false positives
Readiness · 24h
84/100
Regression 18:00
00:0012:00now
  06  /  PRICING

Priced per audit, not per seat.

Free
$0

No card required

  • 1 domain
  • 1 protocol readiness audit
  • 3 agent runs (TSR)
  • Basic report — online
  • Model: GPT-4o mini
Choose Free
Pro
$49/mo

 

  • 3 domains
  • Unlimited protocol audits
  • 50 agent runs / mo
  • AI failure analysis & fix plan
  • TSR + revenue-at-risk metrics
  • Reports — online & PDF
  • 3 team seats
  • Models: GPT-5 · GPT-4.1 mini · Claude Sonnet 4.5
Choose Pro
Agency
$149/mo

 

  • 100 domains
  • Unlimited protocol audits
  • 500 agent runs / mo
  • Advanced AI analysis & repair plans
  • TSR · revenue-at-risk · trend deltas
  • White-label reports — online & PDF
  • Unlimited team seats
  • API access
  • All models + priority queue
Choose Agency

More models — in progress

  07  /  TRY IT

Run an audit in ~30 seconds.

Give us a URL. We'll probe your protocol surface live and score agent readiness.

no signup · live protocol probes · schema.org · llms.txt · MCP · UCP · ACP