# Cesare Ristorante: Agent-Direct Score A (92.3%)

Site: http://www.CesareRistorante.com/
Report: https://directindex.org/r/cesareristorante.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Cesare Ristorante is ready for agents.
An AI assistant can open Cesare Ristorante's website. It can read what Cesare Ristorante offers. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Order directly: https://order.online/business/cesare-ristorante--8636-w-3rd-st-14202649 (through doordash_storefront acting for the business)
- Menu: https://www.cesareristorante.com/menus/
- Phone: +13102733605
- Address: 8636 W 3rd St, 90048, Los Angeles
- Its menu mentions: a lunch or set menu

## Nearby, also direct
Places near Cesare Ristorante that take a booking or an order on their own website, with no marketplace in between.
- Locanda Veneta (20 m): https://directindex.org/r/locandaveneta.net
- Il Cielo (720 m): https://directindex.org/r/ilcielo.com
- Culina Ristorante and Caffe (780 m): https://directindex.org/r/culinarestaurant.com
- Carasau Pasta Bar (950 m): https://directindex.org/r/carasaupastabar.com
- Florence Osteria & Piano Bar (1.1 km): https://directindex.org/r/florenceosteria.com

## What to fix first
- **Booking only through opentable.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

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

```
# Cesare Ristorante

> food establishment (italian) in 8636 W 3rd St, 90048, Los Angeles, Los Angeles. Phone +13102733605.

## Book or order directly

- Order: https://order.online/business/cesare-ristorante--8636-w-3rd-st-14202649 (through doordash_storefront acting for the business)
- Menu: https://www.cesareristorante.com/menus/

## About

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

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
289 of 4566 in Los Angeles. Top 6% of the sites scanned in this index.

| 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 | 95% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 59% | yes |
| Have an llms.txt | 38% | no |

Nearest places with a similar menu: Locanda Veneta (A, 23 m, https://directindex.org/r/locandaveneta.net); Cafe Angelino (C, 191 m, https://directindex.org/r/cafeangelino.com); Emilia (F, 398 m, https://directindex.org/r/emiliala.com); N10 Restaurant (B, 580 m, https://directindex.org/r/n10restaurant.com); Gusto (D, 599 m, https://directindex.org/r/gusto-la.com); Il Cielo (A, 717 m, https://directindex.org/r/ilcielo.com); Culina Ristorante and Caffe (A, 784 m, https://directindex.org/r/culinarestaurant.com); Carasau Pasta Bar (A, 952 m, https://directindex.org/r/carasaupastabar.com); Florence Osteria & Piano Bar (A, 1083 m, https://directindex.org/r/florenceosteria.com); Oste (B, 1251 m, https://directindex.org/r/ostelosangeles.com).

## What assistants answer
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 Los Angeles and named 95 places. Cesare Ristorante wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


Compared with its peers: Sites built with BentoBox 80% (86% A or B, 2383 sites); Sites using OpenTable 69% (51% A or B, 6523 sites); Sites using DoorDash Storefront 71% (57% A or B, 2937 sites); This site 92.3%.

See what an AI agent reads on this site: https://directindex.org/r/cesareristorante.com/agent-view

## Businesses like Cesare Ristorante in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4566 | 50% | 32% | 92.3% |
| Sites built with BentoBox in Los Angeles | 90 | 86% | 96% | 92.3% |
| Sites using OpenTable in Los Angeles | 151 | 72% | 58% | 92.3% |
| Sites built with BentoBox and using OpenTable in Los Angeles | 10 | 89% | 100% | 92.3% |

The best of the sites built with BentoBox and using OpenTable in Los Angeles: Café Bizou (A 95.4%, https://directindex.org/r/cafebizou.com); Il Cielo (A 95.4%, https://directindex.org/r/ilcielo.com); Tacolina (A 95.4%, https://directindex.org/r/tacolina.la); Osteria Mozza (A 92.3%, https://directindex.org/r/osteriamozza.com); Casita Del Campo (A 90.8%, https://directindex.org/r/casitadelcampo.net).

With the fix above (Booking only through opentable), the score would be about 100%, which would be first of 4,566 in Los Angeles.

## The direct record
What agents get for Cesare Ristorante, as JSON: https://directindex.org/api/direct/cesareristorante.com
- Book: none on record
- Order: https://order.online/business/cesare-ristorante--8636-w-3rd-st-14202649 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.cesareristorante.com/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: +13102733605
- Stable links that count: https://directindex.org/go/cesareristorante.com/order, https://directindex.org/go/cesareristorante.com/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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, DoorDash Storefront: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

Found one hop past the home page: menu page /menus/: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/cesareristorante.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/cesareristorante.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/cesareristorante.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=cesareristorante.com&force=1