Structured product data
Product identities, variants, prices and availability.
Understand the limit
Public markup may differ from actual inventory.
Readiness starts with
what your store
makes clear.
Inspect the evidence. Find the gaps.
Define the next useful test.
Assessment conceptNeeds review
Every question has a source.
- Product identity
- Compare product + variant recordsCatalogue
- Price & stock
- Check consistency and freshnessMerchant source
- Buying conditions
- Review delivery + returnsStore policies
- Purchase support
- Needs an authorized integration testDefined action
Inspect the public facts. Test the buying capability separately.
Questions worth asking.
Nine candidate assessment areas. Evaluate the evidence and limits for the selected store.
Product data · concept
Product recordIdentity + verified attributes
Variant recordOptions tied to the right product
Offer sourceCurrent price + stock
Product data
Do the records describe the same product?
Machine-readable feeds
Consistent catalogue records for machine use.
Understand the limit
A feed alone does not prove discovery or purchase support.
Arabic coverage
Supplied Arabic content and right-to-left presentation.
Understand the limit
Coverage and translation quality need separate review.
Storefront
Product pageFeedEndpoint
Reachable information ≠ proven support
Access & experience
Can useful store information be reached?
Agent crawlability
Whether public product information can be reached.
Understand the limit
An accessible page is not an indexing guarantee.
llms.txt availability
An optional file that may help describe public content.
Understand the limit
Missing this optional file does not imply incompatibility.
Storefront endpoints
Documented product access and permitted actions.
Understand the limit
Private or authorized capabilities cannot be proved by a public scan.
Page speed
Loading behavior and access to useful product content.
Understand the limit
Results depend on device, network and test conditions.
Mobile usability
Readable content and operable purchase controls.
Understand the limit
A public check cannot cover every checkout state.
Commerce action
What can an authorized journey actually do?
Payment rails
Declared checkout and payment capabilities.
Understand the limit
A supported payment and authorization flow must be tested.
Useful evidence.
Visible limits.
This illustrative assessment framework separates public evidence from capabilities that need an authorized test.
Explore the report structureA finding should explain
where it came from.
Connect each question to its source, interpretation and next test. Make the boundary of a public assessment visible.
Illustrative report structure
Store readiness
Example methodology and report structure.
—No score calculated
- Sources
- Observable store evidence
- Method
- Explainable checks
- Limit
- Private flows need testing
| Question | Evidence to inspect | Next step |
|---|---|---|
| Product identityDoes each variant refer to the right item? | Evidence to inspectProduct page → variant record | Next stepCompare identifiers and attributes. |
| Price & availabilityDo the visible sources agree? | Evidence to inspectProduct record → storefront | Next stepInspect currency, stock and freshness. |
| Delivery & returnsAre the buying conditions clear? | Evidence to inspectPolicy page → buying journey | Next stepCheck region and product exceptions. |
| Purchase capabilityCan a supported flow complete an order? | Evidence to inspectRequires an authorized integration test | Next stepPublic pages alone cannot verify it. |
Illustrative report structure. This example does not report findings about a real merchant.
Readiness is evidence.
Outcomes need a test.
Better structured information can make a store easier to inspect and understand. It cannot guarantee that an agent will index, recommend or buy from it.
- Inspect the public evidence.
- Verify gaps with the merchant.
- Test a defined agent or human journey.
Start with one real storefront.
Help shape a useful assessment around evidence and practical fixes.
Discuss a pilot