thelittlefrenchdeli.com is mostly ready for agents.
Listed by Overture Maps.
Ways to reach The Little French Deli directly, with no marketplace in between. Checked 2026-10-18. On the business's own site. Report a mistake
524 Nepean Highway, 3196, Bonbeach · 0397760855
An AI assistant can open The Little French Deli's website. It can read what The Little French Deli offers. It finds a way to book or order directly on the site.
46 of 65 points available
agent-readiness level, Not Ready
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.
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.
The assistants were asked 12 everyday questions about Melbourne and named 56 places. The Little French Deli wasn't one of them. See who was named →
Top 34% of the sites scanned in this index. Just above: Taste Of Paradise Halal Pizza B, Teo's Pizza and Bar B. Just below: The Montague Hotel B, Very Good Falafel 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 | 91% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 29% | no |
The top 10% are the 248 highest-scoring reachable sites in the index at the last update.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Webflow 3,358 sites | 58% | 26% | 70.8% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| The Epsom | 13 m | B | yes |
| Manow Thai thai | 90 m | B | yes |
| Bruno's Chicken Shop chicken | 134 m | C | yes |
| IMMI Dumpling Bar chinese | 156 m | D | no |
| Mordi Pizza & Pasta pizza | 163 m | F | no |
| Tommy Ruff Fish Bar seafood | 177 m | A | yes |
| Cubby House Pizzeria pizza | 197 m | B | yes |
| Ok Billy Souvlaki Bar greek | 228 m | A | yes |
| Dagach Korean BBQ Mordialloc korean | 276 m | C | no |
| Chiki Chan | Modern Asian Restaurant & Bar Mordialloc asian_fusion | 328 m | A | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne | 2,454 | 56% | 34% | 70.8% |
| Sites built with Webflow in Melbourne | 26 | 65% | 38% | 70.8% |
Piccolino - Woodfired Pizzeria - Trattoria A 100% · Chez Olivier Le Bistro A 95.4% · Grande Kitchen & Bar A 95.4% · Martha's Table A 85.1% · Yoku Ono B 83.1%
With the two fixes above (No structured data for the business; Almost no text without JavaScript), the score would be about 95.4%. That would be 60th of 2,454 in Melbourne, up from 838th.
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.
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
No one is listed yet to fix this in Melbourne. List your agency or yourself. It's free, and every listing is reviewed by hand.
Builder: webflow · Front: cloudflare · contact page /about: nothing new; menu page /menu: nothing new; booking page /reservations: nothing new; almost no text without JavaScript
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 webflow.
Where to paste it on Webflow: the site's custom code settings, in the head code field. the official help page.
Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "The Little French Deli",
"url": "http://www.thelittlefrenchdeli.com/",
"telephone": "0397760855",
"address": "524 Nepean Highway, 3196, Bonbeach",
"geo": {
"@type": "GeoCoordinates",
"latitude": -38.0051318,
"longitude": 145.0851688
},
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.thelittlefrenchdeli.com/reservations",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# The Little French Deli > local business (french) in 524 Nepean Highway, 3196, Bonbeach, Melbourne. Phone 0397760855. ## Book or order directly - Book: https://www.thelittlefrenchdeli.com/reservations (on the business's own site) - Menu: https://www.thelittlefrenchdeli.com/menu ## About - Website: http://www.thelittlefrenchdeli.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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.
Rescan now · 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.
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
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/thelittlefrenchdeli.com, through the MCP tool direct_record and in the city feed /city/melbourne/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | www.thelittlefrenchdeli.com/reservations own site | found by the scan of 2026-10-18, not yet tested |
| Order | none on record | |
| Menu | www.thelittlefrenchdeli.com/menu html_page | from the scan |
| Hours | none on record | |
| Phone | 0397760855 |
Stable links that count: /go/thelittlefrenchdeli.com/book, /go/thelittlefrenchdeli.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.
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 |
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 | no how |
| AI bot rules in robots.txt | no how |
| 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 |