The Direct Index
Report · Osaka cafes and bars · scanned 2026-10-21

CLUB Sara

clubsara.com is hard for agents to use.

Listed by Overture Maps.

CallWebsite

Ways to reach CLUB Sara directly, with no marketplace in between. Checked 2026-10-21. Report a mistake

中央区東心斎橋2丁目5-29, 日宝周防町ビル地下1階, 〒542-0083, 大阪市 · 0664842224

Nearby, also direct

Places near CLUB Sara that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by CLUB Sara's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

54.3%

35.3 of 65 points available

0/5

agent-readiness level, Not Ready

4

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

Where it stands

How CLUB Sara compares

Where it stands

311 of 1,766 in Osaka cafes and bars

Top 18% of the sites scanned in this index. Just above: 酒解本店 C, CAOFF Discovery D. Just below: Calm Garden D, Hamac de Paradis D.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain61%no
Publish the menu or price list as HTML70%no
Let AI crawlers in (no block at the server or in robots.txt)90%no
Structured data with address, phone and hours27%yes
Have an llms.txt19%no

The top 10% are the 178 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
心斎橋 Shisha(シーシャ) Cafe & Bar Fuu0 mFno
マジックバー A-majide ミナミ心斎橋難波41 mFno
からから屋58 mFno
Square Osaka67 mCno
Retro Bar Leto68 mFno
WA鶏BAR(Watoribar)69 mDno
Volver the bar76 mDno
サブカルエンターテイメントアニソンバーnoo76 mDno
Mezon.livingbar85 mAyes
プリンセスケーキ アリス86 mCyes
Businesses like yours

Businesses like CLUB Sara in Osaka cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Osaka cafes and bars1,76634%6%54.3%

The best of the businesses of the same kind in Osaka cafes and bars

LOHE A 100% · NaturalWine, Spice & Okonomiyaki Pasania- パセミヤ A 100% · takoyaki&bar poulpe たこ焼き&バー プルプ A 100% · くさのね劇場 A 100% · こにし家 A 100%

After the top fixes

With the three fixes above (No booking or ordering link on the website; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 8th of 1,766 in Osaka cafes and bars, up from 311th.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No booking or ordering link on the website +13 points

    There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. How to fix it

  2. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it

  3. The server turns AI crawlers away at the door +6.7 points

    Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it

  4. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Osaka cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
  • Structured data found (LocalBusiness) address, phone, opening hours

Builder: unknown · contact page /recruit.html: phone

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.

Show the code to paste

llms.txt

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

# CLUB Sara

> local business in 中央区東心斎橋2丁目5-29, 日宝周防町ビル地下1階, 〒542-0083, 大阪市, Osaka cafes and bars. Phone 0664842224.

## About

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

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid 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 put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score D

<a href="https://directindex.org/r/clubsara.com"><img src="https://directindex.org/badge/clubsara.com.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 agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for CLUB Sara

No direct path on record: the scan of 2026-10-21 found no booking or ordering link on clubsara.com or on a vendor's site. The same record is served as JSON at /api/direct/clubsara.com, through the MCP tool direct_record and in the city feed /city/osaka-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone0664842224

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

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

Agent readiness

Level 0 of 5, Not Ready

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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 businessyes