Sample report — fictional business. Harbor & Pine Outfitters isn't a real business; this report shows sample data.
Agent readiness reportHarbor & Pine Outfitters
AI can complete 3 of 10 tested business tasks.
AgentPass tested what an AI agent could do with harborandpine.example, using only public evidence from the website. 7 tasks could not be fully verified — AgentPass can fix 5 of them.
Current state3 of 10
- Can doFind products
- Can doUnderstand pricing
- Can doFind store locations
Not fully verified7 of 10
- Could not verifyCheck local inventory
- Could not verifyCreate a cart
- Could not verifyStart checkout
- Could not verifyAccess loyalty program
- Could not verifyCheck order status
- Partly verifiedCheck availabilityPartly verified
- Partly verifiedUnderstand product detailsPartly verified
What works
3 tasks AI agents can already complete, based on this public scan.
- Can do
Find products
AI agents can find machine-readable product information on your site.
- Can do
Understand pricing
Agents can reliably read your prices and currency.
- Can do
Find store locations
Agents can find your store locations and hours.
Where agents get stuck
7 tasks AgentPass could not fully verify, with what each one costs you and how it gets fixed.
- Could not verify
- 5
- Partly verified
- 2
- AgentPass can fix
- 5
- Could not verify
Agents can't verify local inventory
Check local inventoryCould not verify
- Business impact
- Someone asking “Can I pick this up today?” cannot reliably get an answer.
- Evidence
- Your site lists store locations, but AgentPass could not verify which of your stores have an item available. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can check which of your stores has an item in stock.
Could not verifyAgents can't verify local inventoryCheck local inventoryCould not verifySomeone asking “Can I pick this up today?” cannot reliably get an answer.
- Evidence
- Your site lists store locations, but AgentPass could not verify which of your stores have an item available. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can check which of your stores has an item in stock.
- Could not verify
Agents can't verify a way to create a cart
Create a cartCould not verify
- Business impact
- Someone who says “Add it to my cart” may get a link to your website instead of a ready cart.
- Evidence
- Your website has a cart for human shoppers, but AgentPass could not verify a machine-accessible cart capability that an AI agent could use. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can build carts in your store.
Could not verifyAgents can't verify a way to create a cartCreate a cartCould not verifySomeone who says “Add it to my cart” may get a link to your website instead of a ready cart.
- Evidence
- Your website has a cart for human shoppers, but AgentPass could not verify a machine-accessible cart capability that an AI agent could use. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can build carts in your store.
- Could not verify
Agents can't verify a path to checkout
Start checkoutCould not verify
- Business impact
- A shopper who's ready to buy may not be handed straight to your checkout.
- Evidence
- Shoppers can check out on your website, but AgentPass could not verify a supported machine checkout path for agents. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can hand shoppers to your own checkout.
Could not verifyAgents can't verify a path to checkoutStart checkoutCould not verifyA shopper who's ready to buy may not be handed straight to your checkout.
- Evidence
- Shoppers can check out on your website, but AgentPass could not verify a supported machine checkout path for agents. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can hand shoppers to your own checkout.
- Could not verify
Agents can't verify your loyalty program
Access loyalty programCould not verify
Website change
- Business impact
- Members who ask an assistant to use their rewards may not get them applied.
- Evidence
- Your site mentions a rewards program, but AgentPass could not verify a machine-readable loyalty capability. (public scan evidence)
- What to change
- Publish how your loyalty program works (joining, earning and redeeming) on your website. AgentPass loyalty connectors are coming soon.AgentPass can't make this change for you yet.
Could not verifyAgents can't verify your loyalty programAccess loyalty programCould not verifyMembers who ask an assistant to use their rewards may not get them applied.
- Evidence
- Your site mentions a rewards program, but AgentPass could not verify a machine-readable loyalty capability. (public scan evidence)
- What to change
- Publish how your loyalty program works (joining, earning and redeeming) on your website. AgentPass loyalty connectors are coming soon.AgentPass can't make this change for you yet.
- Could not verify
Agents can't verify order status
Check order statusCould not verify
Website change
- Business impact
- Someone asking “Where's my order?” may be told to go and check your website instead.
- Evidence
- Customers can track orders on your website, but AgentPass could not verify a machine-accessible order status capability. (public scan evidence)
- What to change
- Expose order status to agents through a supported interface. AgentPass order-status connectors are coming soon.AgentPass can't make this change for you yet.
Could not verifyAgents can't verify order statusCheck order statusCould not verifySomeone asking “Where's my order?” may be told to go and check your website instead.
- Evidence
- Customers can track orders on your website, but AgentPass could not verify a machine-accessible order status capability. (public scan evidence)
- What to change
- Expose order status to agents through a supported interface. AgentPass order-status connectors are coming soon.AgentPass can't make this change for you yet.
- Partly verified
Agents can't verify what's in stock
Check availabilityPartly verified
- Business impact
- Someone asking “Is this in stock?” may not get a confident answer, so agents may recommend a store that can confirm it.
- Evidence
- Product pages show stock to shoppers, but AgentPass could not verify machine-readable availability for every product. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents read live stock instead of page text.
Partly verifiedAgents can't verify what's in stockCheck availabilityPartly verifiedSomeone asking “Is this in stock?” may not get a confident answer, so agents may recommend a store that can confirm it.
- Evidence
- Product pages show stock to shoppers, but AgentPass could not verify machine-readable availability for every product. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents read live stock instead of page text.
- Partly verified
Agents can't reliably read sizes and colors
Understand product detailsPartly verified
- Business impact
- Someone asking for “size 11 in black” may not get a clear answer about whether you have it.
- Evidence
- Some products describe sizes and colors only in page text, so AgentPass could not verify variant details an agent could rely on. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can read every variant's size and color.
Partly verifiedAgents can't reliably read sizes and colorsUnderstand product detailsPartly verifiedSomeone asking for “size 11 in black” may not get a clear answer about whether you have it.
- Evidence
- Some products describe sizes and colors only in page text, so AgentPass could not verify variant details an agent could rely on. (public scan evidence)
- How it gets fixed
- Connect your store to AgentPass through a custom connection so agents can read every variant's size and color.
What AgentPass can fix
AgentPass can fix 5 of the 7 issues above, in the order that unblocks the most.
One connection to your store unlocks every fix below. You turn each capability on, and AgentPass can test it against your store.
Enable live inventory
Connect your store. Agents read live stock for every location instead of page text.
UnblocksCheck local inventory, Check availability
Enable cart creation
Uses your store's existing cart — there's no second cart to run.
UnblocksCreate a cart
Enable checkout handoff
Preserves your checkout: shoppers finish on your own checkout, and AgentPass never takes payment.
UnblocksStart checkout
Enable complete product details
Every variant's size, color and options, straight from your catalog.
UnblocksUnderstand product details
Run the same free test on your own website — no account needed. See what happened next
Not fixable through AgentPass yet: Access loyalty program, Check order status. They need a change on your website — see “What to change” above.
Sample data · what happened next
From 3 of 10 tasks to 8 of 10.
The same fictional retailer after connecting its store to AgentPass. Before, AgentPass couldn't verify a purchase path agents could use. After, agents can complete it through the connected store.
Before AgentPass
- Tasks working
- 3 / 10
- Readiness
- 58 / 100
Agents could
- WorkingFind products
- WorkingUnderstand pricing
- WorkingFind store locations
First public scan. AgentPass could not verify the other 7 tasks from public evidence.
What changed
- Done
Own system connected (Custom API)
Catalog, inventory, carts and checkout
- Done
Inventory enabled
Live stock for every store
- Done
Cart enabled
Carts built in the retailer's own store
- Done
Checkout enabled
Hand-off to the retailer's own checkout
- Done
Agent endpoint published
One address agents can use
- Done
After AgentPass
- Tasks working
- 8 / 10
- Readiness
- 85 / 100
Now also working
- WorkingUnderstand product details
- WorkingCheck availability
- WorkingCheck local inventory
- WorkingCreate a cart
- WorkingStart checkout
Latest scan. Each verified against the connected store (sample verification records). Still not verified: Check order status, Access loyalty program.
Agent actions, demand and attributed orders for the same fictional store, in the sample dashboard.
Agent control
Machine interface
AgentPass could not verify an authorized machine interface for agents.
- Not verified
Agent authentication
AgentPass could not verify how agents identify themselves to this business.
- Not verified
Capability permissions
Which actions agents may take is set inside a business's systems, so a public scan can't see it.
- Not publicly verifiable
Agent activity logging
Whether agent actions are recorded isn't visible from public pages.
- Not publicly verifiable
Public website scans cannot verify every internal control. Once your business is connected to AgentPass, you can manage these protections for your business's own agent.
Create an authorized agent interface →AI Visibility
AgentPass identified 10 discovery themes relevant to this fictional retailer.
- Outdoor gear
- Rain jackets
- Waterproof rain jacket
- Carry-on backpack
- Rain shell
- Hiking boots
- +4 more
See how often the sample business appears across AI surfaces, which competitors appear instead and which sources AI answers use.
Sample data for a fictional retailer.
Behind the score
How the Agent Readiness Score is made up, and the public signals AI systems use to find a business.
Score breakdown
Actions carry the most weight because they're what turns agent interest into business.
Discovery
Can machines identify your business and find its machine interfaces?
14 out of 20 points
Understanding
Can machines reliably understand what you offer, your prices, attributes and locations?
20 out of 25 points
Actions
Can machines perform meaningful actions like building a cart, ordering or booking?
10 out of 35 points
Trust & Security
HTTPS, clear ownership and secure interfaces.
9 out of 10 points
Freshness & Reliability
Availability and freshness signals, structured-data consistency and response health.
5 out of 10 points
How agents find you
AgentPass read 8 public pages
File names and technical findings are under Developer details.
Shopping-agent profile
Not foundAgentPass could not find a profile that tells AI shopping platforms what your store supports.
Tools for AI assistants
Not foundAgentPass could not find a file on your website pointing AI assistants to your tools. This is an optional, emerging convention, so it doesn't affect your score.
Guide for AI assistants
Not foundAgentPass could not find a short guide to your site written for AI assistants.
Crawler rules
FoundFound. AI search and assistant agents aren't blocked.
Sitemap
FoundFound and readable.
AI assistant directories
Not checkedNot checked by the public scan. A website scan can't see directory listings. For businesses that connect their own system, AgentPass shows them under Gateway → Advanced.
Developer details
Sample data — this evidence is illustrative and describes a fictional business.
Scan
- Scan ID
459ce558-2398-42bb-8a1d-da885ca1fa92- Scanned URL
https://harborandpine.example/- Evidence level
- Public scan evidence (Public agent-readiness test)
- Scanner version
- sample
- Pages fetched
- 8 of 8 loaded successfully
- Business type detection
- Retailer with stores · Rule-based · 90% confidence
- Product pages with prices
- Store location pages with opening hours
- Platform signals
- Sample data — the fictional retailer runs its own store system, connected through a custom connection
Agent tasks
| Task | Result | Evidence | Capability | AgentPass can fix |
|---|---|---|---|---|
| Find products | Verified | Public scan evidence | Find products | — |
| Understand pricing | Verified | Public scan evidence | Understand pricing | — |
| Find store locations | Verified | Public scan evidence | Find store locations | — |
| Check availability | Partly verified | Public scan evidence | Check inventory | Yes |
| Understand product details | Partly verified | Public scan evidence | Understand product details | Yes |
| Create a cart | Could not verify | Public scan evidence | Create a cart | Yes |
| Start checkout | Could not verify | Public scan evidence | Start checkout | Yes |
| Check local inventory | Could not verify | Public scan evidence | Check inventory | Yes |
| Access loyalty program | Could not verify | Public scan evidence | Access loyalty program | No |
| Check order status | Could not verify | Public scan evidence | Check order status | No |
Checks and evidence
Discovery · 14/20
AI agents are allowed to read the site
5/5 ptsVerifiedAI agents are allowed to read the site.
robots_agent_access
Evidence
{ "sample": true }Sitemap available
3/3 ptsVerifiedSitemap available.
sitemap_present
Evidence
{ "sample": true }Business identity is machine-readable
5/5 ptsVerifiedBusiness identity is machine-readable.
organization_identity
Evidence
{ "sample": true }Agent interface is discoverable
1/7 ptsPartly verifiedPartly in place: agent interface is discoverable.
Suggested fix: Publish your agent interface on your own domain and list it in your UCP profile.
agent_interface_discoverable
Evidence
{ "sample": true }
Understanding · 20/25
Products have structured data
8/8 ptsVerifiedProducts have structured data.
product_structured_data
Evidence
{ "sample": true }Prices include a currency
6/6 ptsVerifiedPrices include a currency.
price_currency
Evidence
{ "sample": true }Sizes and colors are machine-readable
3/6 ptsPartly verifiedPartly in place: sizes and colors are machine-readable.
Suggested fix: Expose variant options (size, color) in structured data or connect your catalog.
variant_attributes
Evidence
{ "sample": true }Store locations and hours are machine-readable
3/5 ptsPartly verifiedPartly in place: store locations and hours are machine-readable.
Suggested fix: Add schema.org Store data with opening hours for each location.
location_data
Evidence
{ "sample": true }
Actions · 10/35
Agents can create a cart
3/10 ptsPartly verifiedPartly in place: agents can create a cart.
Suggested fix: Connect your commerce platform and enable cart creation.
cart_capability
Evidence
{ "sample": true }Agents can start checkout
3/10 ptsPartly verifiedPartly in place: agents can start checkout.
Suggested fix: Connect your commerce platform and enable checkout.
checkout_capability
Evidence
{ "sample": true }Agents can check store inventory
4/9 ptsPartly verifiedPartly in place: agents can check store inventory.
Suggested fix: Connect inventory so agents can check stock by store.
inventory_capability
Evidence
{ "sample": true }Agents can check order status
0/6 ptsCould not verifyAgentPass could not verify that agents can check order status.
Suggested fix: Expose order status to agents through a supported interface. AgentPass order-status connectors are coming soon.
order_status_capability
Evidence
{ "sample": true }
Trust & Security · 9/10
Site uses HTTPS
4/4 ptsVerifiedSite uses HTTPS.
https
Evidence
{ "sample": true }Agent interface is secured
2/3 ptsPartly verifiedPartly in place: agent interface is secured.
Suggested fix: Serve agent traffic through AgentPass's authenticated endpoint.
secure_agent_interface
Evidence
{ "sample": true }Contact and ownership details are clear
3/3 ptsVerifiedContact and ownership details are clear.
business_contact
Evidence
{ "sample": true }
Freshness & Reliability · 5/10
Availability information is fresh
2/5 ptsPartly verifiedPartly in place: availability information is fresh.
Suggested fix: Connect live inventory so availability stays current.
availability_freshness
Evidence
{ "sample": true }Agent requests succeed reliably
3/5 ptsPartly verifiedPartly in place: agent requests succeed reliably.
Suggested fix: Investigate failing agent requests on the Opportunities page.
response_health
Evidence
{ "sample": true }
Discovery files
| File | State | Finding | URL |
|---|---|---|---|
| UCP profile (/.well-known/ucp) | Not found | AgentPass could not find a UCP profile at /.well-known/ucp. | https://harborandpine.example/.well-known/ucp |
| MCP server discovery file (emerging convention) | Not found | No MCP server discovery file at /.well-known/mcp.json or /.well-known/mcp. This file is an emerging MCP community convention, not a ratified standard, so its absence doesn't affect the score. | https://harborandpine.example/.well-known/mcp.json |
| llms.txt (/llms.txt) | Not found | AgentPass could not find /llms.txt. | https://harborandpine.example/llms.txt |
| robots.txt | Found | robots.txt found; AI search and assistant user agents aren't disallowed. | https://harborandpine.example/robots.txt |
| Sitemap (sitemap.xml) | Found | Sitemap found and readable. | https://harborandpine.example/sitemap.xml |
| MCP registry and directory listings | Not checked | MCP Registry and other directory listings aren't visible to a public website scan, so they aren't checked or scored here. For businesses that connect their own system, the dashboard's Gateway → Advanced page covers them. | — |
How this scan treats MCP
Three different things are often called “MCP discovery”. This report keeps them apart.
- MCP server availabilityChecked · informational
- AgentPass looks for an MCP server discovery file at /.well-known/mcp.json and /.well-known/mcp and checks that it lists a server endpoint. The file is an emerging community convention, not a ratified standard, so a missing file doesn't affect the score. When a valid file advertises a server, that server counts as evidence of an agent interface. AgentPass reads the file but doesn't connect to the server.
- MCP registry and directory listingsNot checked by the public scan
- A website scan can't see whether a business is listed in the MCP Registry or other directories, so listings are neither checked nor scored here. For businesses that connect their own system, the dashboard's Gateway → Advanced page covers them. Generating a registry file isn't the same as being listed.
- AgentPass metadataNot checked by the public scan
- For businesses that connect their own system, AgentPass serves a discovery document at the business's AgentPass agent address that lists its MCP and UCP endpoints. That document is AgentPass metadata (AgentPass's own format, not an industry standard), and this scan doesn't look for it.
Pages fetched
| URL | Type | Status | Time |
|---|---|---|---|
| https://harborandpine.example/ | home | 200 | 180 ms |
| https://harborandpine.example/products/trail-jacket | product | 200 | 217 ms |
| https://harborandpine.example/products/ridge-hiking-boot | product | 200 | 254 ms |
| https://harborandpine.example/products/harbor-rain-shell | product | 200 | 291 ms |
| https://harborandpine.example/collections/outerwear | collection | 200 | 328 ms |
| https://harborandpine.example/pages/stores | location | 200 | 365 ms |
| https://harborandpine.example/pages/shipping | shipping | 200 | 402 ms |
| https://harborandpine.example/pages/rewards | loyalty | 200 | 439 ms |