Oxford Brunch Bar
oxfordbrunchbar.co.uk is mostly ready for agents.
Listed by OpenStreetMap.
Ways to reach Oxford Brunch Bar directly, with no marketplace in between. Checked 2026-10-24. On the business's own site. Report a mistake
Hours, from OpenStreetMap: Mon–Sun 07:30–21:00
George Street 19 OX1 2AU Oxford · +44 1865 655922
Its menu mentions: vegan options, vegetarian dishes
WhatsApp: a link on the site
Places near Oxford Brunch Bar that take a booking or an order on their own website, with no marketplace in between.
- O'Neill's60 m
- Aromi70 m · sicilian
- The Red Lion90 m · british
- The Spires Cafe140 m · british
The website's grade
Some AI assistants are turned away by Oxford Brunch Bar's website. It can read what Oxford Brunch Bar offers. It finds a way to book or order directly on the site.
54.6 of 65 points available
agent-readiness level, Bot-Aware
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.
Named by ChatGPT for "Brunch at a cafe on Saturday. Where do I book?" in Oxford cafes and bars, October 2026
Each assistant was asked the way people ask, with web search on, for up to three places in Oxford cafes and bars and a link to each one's own site. This business was named in one answer, by 1 of the 2 assistants asked.
| Question | Named by | Asked |
|---|---|---|
| Brunch at a cafe on Saturday. Where do I book? | ChatGPT with a link to this site | 2026-10-22 |
Every place named in Oxford cafes and bars, question by question.
Show it
The badge shows how many of the assistants asked named this business, and the month. It updates after every round.
<a href="https://directindex.org/r/oxfordbrunchbar.co.uk"><img src="https://directindex.org/badge/named/oxfordbrunchbar.co.uk.svg" alt="Named by 1 of 2 assistants, Direct Index" width="300" height="40"></a>
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.
Recommended when people ask:
“Brunch at a cafe on Saturday. Where do I book?” (ChatGPT, with a link to this site)
How Oxford Brunch Bar compares
31 of 174 in Oxford cafes and bars
Top 18% of the sites scanned in this index. Just above: Tree Artisan Cafe B, Victoria Arms B. Just below: The Oxford Retreat B, Theo's B.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | no |
| Structured data with address, phone and hours | 72% | yes |
| Have an llms.txt | 50% | no |
The top 10% are the 18 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Society Cafe coffee_shop | 49 m | D | no |
| O'Neill's | 60 m | C | yes |
| Aromi sicilian | 72 m | A | yes |
| George Street Social british | 77 m | D | no |
| The Plough Inn burger, local, regional | 83 m | B | no |
| The Red Lion british | 85 m | A | yes |
| Organic Deli Cafe & Wholefoods Store british | 95 m | F | no |
| New Ground Coffee coffee_shop | 122 m | F | no |
| The Spires Cafe british, european | 136 m | B | yes |
| Old Fire Station Cafe pastry, syrian | 151 m | D | no |
Businesses like Oxford Brunch Bar in Oxford cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Oxford cafes and bars | 174 | 58% | 34% | 84% |
The best of the businesses of the same kind in Oxford cafes and bars
Belota Cafe A 95.4% · King's Arms A 95.4% · The Bear A 95.4% · The Gardeners Arms A 95.4% · The Head of the River A 95.4%
After the top fixes
With the two fixes above (The server turns AI crawlers away at the door; robots.txt blocks GPTBot, ClaudeBot, Google-Extended), the score would be about 100%, which would be first of 174 in Oxford cafes and bars.
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.
What to fix first
- 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
- robots.txt blocks GPTBot, ClaudeBot, Google-Extended +3.7 points
These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. How to fix it
- 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
No one is listed yet to fix this in Oxford cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- Structured data found (Restaurant) address, phone, opening hours
- Menu or price list is an HTML page Agents can read the items and prices.
- Booking on your own site Agents can book without going through a marketplace.
Builder: unknown · contact page /about: nothing new; menu page /menu: nothing new; booking page /reservation: nothing new
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
robots.txt
Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. Guide.
# Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: /
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Oxford Brunch Bar > cafe or coffee shop (spanish) in George Street 19 OX1 2AU Oxford, Oxford cafes and bars. Phone +44 1865 655922. ## Book or order directly - Book: https://www.oxfordbrunchbar.co.uk/reservation (on the business's own site) - Menu: https://www.oxfordbrunchbar.co.uk/menu ## Opening hours Mo-Su 07:30-21:00 ## About - Website: https://www.oxfordbrunchbar.co.uk/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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.
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.
<a href="https://directindex.org/r/oxfordbrunchbar.co.uk"><img src="https://directindex.org/badge/oxfordbrunchbar.co.uk.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
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
What agents get for Oxford Brunch Bar
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/oxfordbrunchbar.co.uk, through the MCP tool direct_record and in the city feed /city/oxford-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | www.oxfordbrunchbar.co.uk/reservation own site | found by the scan of 2026-10-24, not yet tested |
| Order | none on record | |
| Menu | www.oxfordbrunchbar.co.uk/menu html_page | from the scan |
| Hours | Mo-Su 07:30-21:00 (open now) | from OpenStreetMap |
| Phone | +44 1865 655922 |
Stable links that count: /go/oxfordbrunchbar.co.uk/book, /go/oxfordbrunchbar.co.uk/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 |
Level 2 of 5, Bot-Aware
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 homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | yes |
| 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 | yes |