Boba Cat
bobacatgent.com is hard for agents to use.
An AI assistant can open the website of Boba Cat. It can read what Boba Cat offers. To book or order, it is sent to Just Eat, a marketplace.
Listed by OpenStreetMap · Overture Maps.
Cette page en français · Deze pagina in het Nederlands
Menu: bobacatgent.com/#menu
See what an AI agent reads on this site →
35 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.
How Boba Cat compares
71 of 147 in Ghent cafes and bars
Top 48% of the sites scanned in this index. Just above: De Loge C, ABA-JOUR D. Just below: Caffè Rosario D, Café Merino D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 80% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 7% | no |
| Have an llms.txt | 7% | no |
The top tenth is the 15 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Just Eat 1,002 sites | 53% | 11% | 53.8% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Madam Bakster coffee_shop, cake | 74 m | C | yes |
| Le Pain Quotidien coffee_shop | 600 m | C | yes |
| Pagos breakfast, coffee_shop | 796 m | D | no |
| ROAR coffee_shop, international, sandwich | 805 m | F | yes |
| Yibei Tea bubble_tea | 822 m | B | yes |
| 8tea5 bubble_tea | 824 m | C | no |
| Touche coffee_shop | 884 m | B | yes |
| Rokko coffee_shop | 891 m | B | yes |
| Starbucks coffee_shop | 1.1 km | C | yes |
| House of Waffles breakfast, coffee_shop, pancake | 1.1 km | F | no |
Businesses like Boba Cat in Ghent cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Ghent cafes and bars | 147 | 51% | 16% | 53.8% |
| Sites using Just Eat in Ghent cafes and bars | 1 | 54% | 0% | 53.8% |
The best of the businesses of the same kind in Ghent cafes and bars
Amaro A 93.8% · Stek A 92.3% · Cocotine A 89.7% · De Salopette A 87.7% · Geheel De Uwe B 84.6%
The climb
With the two fixes above (No structured data for the business; Ordering only through justeat) the score would be about 95.4%: first of 147 in Ghent cafes and bars.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What to fix first
- No structured data for the business +15 points
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
- Ordering only through justeat +12 points
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
- No llms.txt no points, still worth doing
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Ghent cafes and bars. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Menu or price list is an HTML page Agents can read items and prices directly.
Builder: unknown · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
Show the code to paste
Structured data (JSON-LD)
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "CafeOrCoffeeShop",
"name": "Boba Cat",
"url": "https://www.bobacatgent.com/",
"telephone": "+32 471 02 28 91",
"email": "info@bobacatgent.com",
"address": {
"@type": "PostalAddress",
"streetAddress": "Zuidstationstraat 8"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 51.0491649,
"longitude": 3.7330217
},
"openingHours": "Tu-Fr 12:00-19:00; Sa 12:30-19:30",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Tuesday",
"Wednesday",
"Thursday",
"Friday"
],
"opens": "12:00",
"closes": "19:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Saturday"
],
"opens": "12:30",
"closes": "19:30"
}
],
"servesCuisine": [
"bubble tea",
"coffee shop",
"smoothie"
],
"hasMenu": "https://bobacatgent.com/#menu"
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Boba Cat > cafe or coffee shop (bubble tea, coffee shop, smoothie) in Zuidstationstraat 8, Ghent cafes and bars. Phone +32 471 02 28 91. ## Book or order directly - Menu: https://bobacatgent.com/#menu ## Opening hours Tu-Fr 12:00-19:00; Sa 12:30-19:30 ## About - Website: https://www.bobacatgent.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/bobacatgent.com"><img src="https://directindex.org/badge/bobacatgent.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
Show the details
What agents get for Boba Cat
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/bobacatgent.com, through the MCP tool direct_record and in the city feed /city/ghent-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | bobacatgent.com/#menu html_page | from the scan |
| Hours | Tu-Fr 12:00-19:00; Sa 12:30-19:30 (closed now) | from OpenStreetMap |
| Phone | +32 471 02 28 91 |
Stable links that count: /go/bobacatgent.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | no |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| MCP server card /.well-known/mcp/server-card.json | no |
| Ordering vendor that takes agent orders Square, Toast, or a vendor whose terms allow agents | no |
| Vendor terms for agents Just Eat, read 2026-10-15 | Not stated |
Just Eat's UK website terms bar misuse of the website including scraping and limit use to personal, non-commercial purposes; they do not address an assistant ordering for a customer; an Alexa+ ordering tie-in is announced but not live. The terms page refused an automated read on 2026-10-15. Source. About Just Eat · all vendors.
Level 1 of 5, Basic Web Presence
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |