takumi.koeln is hard for agents to use.
Menu: takumi.koeln/wp-content/uploads/2021/11/ko%CC%88ln2021.pdf
See what an AI agent reads on this site →
32 of 65 points available
agent-readiness level, Not Ready
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.
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. How to fix it
Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Cologne. List your agency or yourself: free, reviewed by hand.
Builder: wordpress · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.
One block in the page's <head>, or in the builder's custom-code slot. Replace anything that is wrong; add priceRange if you like. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "Takumi Chicken & Vegan",
"url": "https://www.takumi.koeln",
"telephone": "0221986574022",
"address": {
"@type": "PostalAddress",
"streetAddress": "Antwerpener Straße 63",
"postalCode": "50672"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 50.940053,
"longitude": 6.9332039
},
"openingHours": "Mo-Fr 12:00-15:30,17:00-22:00; Sa 12:00-22:30; Su,PH 13:00-22:00",
"servesCuisine": [
"japanese"
],
"hasMenu": "https://takumi.koeln/wp-content/uploads/2021/11/ko%CC%88ln2021.pdf"
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Takumi Chicken & Vegan > restaurant (japanese) in Antwerpener Straße 63 50672, Cologne. Phone 0221986574022. ## Book or order directly - Menu: https://takumi.koeln/wp-content/uploads/2021/11/ko%CC%88ln2021.pdf ## Opening hours Mo-Fr 12:00-15:30,17:00-22:00; Sa 12:00-22:30; Su,PH 13:00-22:00 ## About - Website: https://www.takumi.koeln - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 53% of the sites scanned in this index. Just above: Sürther Rheinterassen D, Taco Bell D. Just below: Tomoki D, Trattoria La Terrazza D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 88% | no |
| Publish the menu or price list as HTML | 82% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 24% | no |
The top tenth is the 113 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 35,830 sites | 57% | 26% | 49.2% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Ito japanese | 236 m | B | yes |
| Tanoshii japanese | 462 m | C | no |
| Akira japanese | 604 m | F | no |
| Ikigai japanese | 686 m | A | yes |
| Momotaro japanese | 696 m | F | no |
| Kintaro japanese | 786 m | A | yes |
| Fuji japanese | 1.1 km | F | no |
| Tenno japanese, sushi | 1.1 km | C | no |
| Nikko japanese | 1.2 km | F | no |
| Donburi Style japanese, sushi | 1.2 km | D | no |
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.
| Link headers on the homepage | no how |
| sitemap.xml | no how |
| 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 |
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.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/takumi.koeln"><img src="https://directindex.org/badge/takumi.koeln.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
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.