The Direct Index
Report · Berlin · scanned 2026-10-15

Bistro Lebenswelten

lebenswelten-catering.de is hard for agents to use.

An AI assistant can open the website of Bistro Lebenswelten. What Bistro Lebenswelten offers is in a PDF or an image, which assistants read poorly. To book or order, it is sent to OpenTable, a marketplace.

Listed by Overture Maps.

Diese Seite auf Deutsch

Menu: cdn.prod.website-files.com/699429b4404690b8a3bd7943/6a324164

See what an AI agent reads on this site →

50.8%

33 of 65 points available

0/5

agent-readiness level, Not Ready

4

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.

Assistants

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.

Where it stands

How Bistro Lebenswelten compares

Where it stands

2,016 of 4,656 in Berlin

Top 43% of the sites scanned in this index. Just above: La Bottega Da Franco D, La Casserole D. Just below: Lemon Grass Scent D, Les Baguettes D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain85%no
Publish the menu or price list as HTML78%no
Let AI crawlers in (no edge block, no robots.txt block)82%yes
Structured data with address, phone and hours40%no
Have an llms.txt25%no

The top tenth is the 466 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Webflow 1,920 sites59%26%50.8%
Sites using OpenTable 1,462 sites67%43%50.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Bistro Lebenswelten german, burger195 mByes
Baret regional195 mFno
Au Comptoir D'andré french205 mFno
Foreign Affairs international224 mCyes
Deli Alexander breakfast, crepe253 mFno
Lunch Time italian306 mFno
Spreeblick german327 mDno
Zille Stube german327 mDno
Ngon vietnamese341 mByes
Zille-Destille german347 mDno
Businesses like yours

Businesses like Bistro Lebenswelten in Berlin

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Berlin4,65646%19%50.8%
Sites built with Webflow in Berlin5759%28%50.8%
Sites using OpenTable in Berlin8659%21%50.8%
Sites built with Webflow and using OpenTable in Berlin659%33%50.8%

The best of the sites built with Webflow and using OpenTable in Berlin

Burro Unchained B 73.8% · Dufte B 73.8% · Le Faubourg C 55.4% · Pastis C 55.4% · Brasserie Le Paris D 43.5%

The climb

With the three fixes above (No structured data for the business; Booking only through opentable; Menu or price list is a PDF) the score would be about 95.4%: 37th of 4,656 in Berlin, up from 2016th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +14 points

    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

  2. Booking only through opentable +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

  3. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. How to fix it

  4. 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

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in Berlin. List your agency or yourself: free, reviewed by hand.

Already right

Builder: webflow · Front: cloudflare · https failed (ssl_invalid); served over http; contact page /kontakt: phone

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on webflow is in the guides.

Where to paste it on Webflow: the site's custom code settings, in the head code field. the official help page.

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": "LocalBusiness",
  "name": "Bistro Lebenswelten",
  "url": "https://humboldtforum-lebenswelten.de",
  "telephone": "030 555705881",
  "address": "Schloßplatz 1, 10178, Berlin",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 52.515674,
    "longitude": 13.401057
  }
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Bistro Lebenswelten

> local business in Schloßplatz 1, 10178, Berlin, Berlin. Phone 030 555705881.

## Book or order directly

- Menu: https://cdn.prod.website-files.com/699429b4404690b8a3bd7943/6a32416444be990d9b5d35ac_Speisekarte%20Bistro%2006%202026%20DE.pdf

## About

- Website: https://humboldtforum-lebenswelten.de
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

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.

Agent-Direct Score D

<a href="https://directindex.org/r/lebenswelten-catering.de"><img src="https://directindex.org/badge/lebenswelten-catering.de.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
For developers and agents

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
The direct record

What agents get for Bistro Lebenswelten

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/lebenswelten-catering.de, through the MCP tool direct_record and in the city feed /city/berlin/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menucdn.prod.website-files.com/699429b4404690b8a3bd7943/6a324164 pdffrom the scan
Hoursnone on record
Phone030 555705881

Stable links that count: /go/lebenswelten-catering.de/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.

Transactable

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
OpenTable, read 2026-10-15
Through partners

OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Source. About OpenTable · all vendors.

Found one hop past the home page: contact page /kontakt: phone.

Agent readiness

Level 0 of 5, Not Ready

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 homepageno how
sitemap.xmlyes
AI bot rules in robots.txtno how
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno