Represent
Products or rooms, prices, stock, policies and attributes in a form a machine can read. Owner: ecommerce or marketing.
Six layers, 50 checks, one score. The audit tells you what an agent can actually do with your business, and what to fix first.
Each layer has a different owner inside the business. That is why the program needs one accountable lead rather than another dashboard.
Products or rooms, prices, stock, policies and attributes in a form a machine can read. Owner: ecommerce or marketing.
Verified agents can reach the site without being challenged or blocked. Owner: engineering or the web contractor.
Availability, quote, cart or booking, modify and cancel, exposed as tools. Owner: product or the commerce platform partner.
Agent payment tokens, 3-D Secure, deposits and dispute evidence. Owner: finance or the payment provider.
Confirmations, inventory sync, cancellations, returns and service scripts. Owner: operations and customer service.
Agent traffic, revenue, task completion and decline rates. Owner: marketing and analytics.
Each check is scored 0, 1 or 2. The maximum is 100. The maturity level is set by the weakest of the Act and Pay layers, because a sale the agent cannot complete is not a sale.
| Level | What the agent can do | What the business needs |
|---|---|---|
| 0 Invisible | Nothing | Readable content and access |
| 1 Readable | Describe and compare | Product or property, price and policy data |
| 2 Quotable | Build a price for a date, variant or stay | Live prices, taxes, fees and availability |
| 3 Bookable | Hold and confirm a purchase or booking | Purchase or booking tool, payment token, instant confirmation |
| 4 Changeable | Modify, cancel and refund | Status sync, penalty rules, refund flow |
| 5 Composable | Assemble a basket, itinerary or package | Ancillary inventory and package rules |
The full rubric is proprietary. This is the shape of it.
| Layer | Checks | What good looks like |
|---|---|---|
| Represent | 10 | Verified profile, current feed, Product or Hotel and Room schema, Offer with price and availability, policies, attributes, HTML content, image alt text, top-ten FAQ |
| Reach | 8 | Robots rules, WAF, Web Bot Auth, no captcha on the purchase path, rendering, rate limits, geo rules, uptime |
| Act | 10 | Availability, quote, cart or booking, modify, cancel, retrieve order or booking, sign-in, machine-readable errors, idempotency |
| Pay | 8 | Token acceptance, PSP support, 3-D Secure, deposits, fraud rules, authorisation record, chargeback evidence, refunds and payouts |
| Fulfill | 7 | Confirmation, voucher or order confirmation, inventory sync, parity, cancellation or return, service scripts, no-show or failed delivery |
| Prove | 7 | Agent traffic, agent-assisted revenue, task completion, purchase success and declines, feed accuracy, audit trail, dashboard |
A 60-minute kickoff, a data request and five interviews: owner, marketing, e-commerce or revenue, operations and IT. We collect sales or booking data, price and rate samples, policies, payment settings, Cloudflare configuration and analytics access.
Then we capture evidence: screenshots, schema output, a test quote, a bot test, a payment test.
We run the 50 checks and score each one. We compare three to five competitors, build the money gap and write the report. Then we run an internal QA pass before the findings presentation.
The presentation is 45 minutes. You leave with a score, a roadmap and three quick wins.
The free teardown gives you a score, three findings and one quick win. The full audit gives you the roadmap.