# Le Gout Bakery and Cafe: Agent-Direct Score D (53.8%)

Site: http://legoutpastry.com
Report: https://directindex.org/r/legoutpastry.com
Scanned: 2026-10-25 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Le Gout Bakery and Cafe is hard for agents to use.
An AI assistant can open Le Gout Bakery and Cafe's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Uber Eats Storefront.

## Direct links
- Order directly: https://www.order.store/store/le-gout/1MGLoxkFQiWLmU8xj0esXA (through ubereats_storefront acting for the business)
- Phone: +13236611116
- Address: 4945 Hollywood Blvd, 90027, Los Angeles

## Nearby, also direct
Places near Le Gout Bakery and Cafe that take a booking or an order on their own website, with no marketplace in between.
- Hollywood Coffee House (70 m): https://directindex.org/r/hollywoodcoffeehouse.com
- Tabula Rasa Bar (370 m): https://directindex.org/r/tabularasabar.com
- New York Cafe Inc (400 m): https://directindex.org/r/newyorkcafeinc.com
- Hi Tops Sports Bar (530 m): https://directindex.org/r/hitopsbar.com
- Sapp Coffee Shop (540 m): https://directindex.org/r/sappcoffeeshop.com

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **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. Guide: https://directindex.org/guides/menu-pdf-ai

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Le Gout Bakery and Cafe",
  "url": "http://legoutpastry.com",
  "telephone": "+13236611116",
  "address": "4945 Hollywood Blvd, 90027, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.10186125,
    "longitude": -118.29742651
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.order.store/store/le-gout/1MGLoxkFQiWLmU8xj0esXA",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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.
- **Ordering through ubereats_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Since the scan of 2026-10-23 (F then)
- Fixed: The site turned away every visitor that wasn't a browser
- New: nothing

## Where it stands
603 of 1405 in Los Angeles cafes and bars. Top 43% 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 | 99% | yes |
| Publish the menu or price list as HTML | 91% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 35% | yes |

Nearest places in the index: Hollywood Coffee House (B, 66 m, https://directindex.org/r/hollywoodcoffeehouse.com); Tabula Rasa Bar (D, 372 m, https://directindex.org/r/tabularasabar.com); Aromas Bistro & Cafe (F, 394 m, https://directindex.org/r/sunsetbistrobyaromas.com); New York Cafe Inc (A, 400 m, https://directindex.org/r/newyorkcafeinc.com); Rockwell Table & Stage (F, 530 m, https://directindex.org/r/rockwell-la.com); Hi Tops Sports Bar (B, 534 m, https://directindex.org/r/hitopsbar.com); Sapp Coffee Shop (C, 538 m, https://directindex.org/r/sappcoffeeshop.com); Figueroa cafe (C, 581 m, https://directindex.org/r/restaurants-us.com); Fourth Wall (F, 605 m, https://directindex.org/r/fourthwallcomedy.com); Lolo Wine Bar (C, 611 m, https://directindex.org/r/lolowinebar.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.


Score over 2 scans since 2026-10-23: 2026-10-23 15%, 2026-10-25 54%.

Compared with its peers: Sites built with Duda 41% (9% A or B, 3963 sites); Sites using Uber Eats Storefront 72% (59% A or B, 720 sites); This site 53.8%.

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

## Businesses like Le Gout Bakery and Cafe in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles cafes and bars | 1405 | 46% | 23% | 53.8% |
| Sites built with Duda in Los Angeles cafes and bars | 5 | 42% | 0% | 53.8% |
| Sites using Uber Eats Storefront in Los Angeles cafes and bars | 3 | 67% | 67% | 53.8% |
| Sites built with Duda and using Uber Eats Storefront in Los Angeles cafes and bars | 1 | 54% | 0% | 53.8% |

The best of the sites built with Duda in Los Angeles cafes and bars: Mr Furley's 3rd St. (C 69.2%, https://directindex.org/r/mrfurleysbar.com); Raspado Xpress (C 64.6%, https://directindex.org/r/raspadoxpress.com); The Brickyard Pub (F 10.8%, https://directindex.org/r/brickyardnoho.com); The Brickyard Pub (F 10.8%, https://directindex.org/r/brickyardnoho.com).

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 75th of 1,405 in Los Angeles cafes and bars, up from 603rd.

## The direct record
What agents get for Le Gout Bakery and Cafe, as JSON: https://directindex.org/api/direct/legoutpastry.com
- Book: none on record
- Order: https://www.order.store/store/le-gout/1MGLoxkFQiWLmU8xj0esXA (vendor on own site: Uber Eats Storefront; found by the scan of 2026-10-25, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +13236611116
- Stable links that count: https://directindex.org/go/legoutpastry.com/order

## 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, Uber Eats 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 0 | 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/legoutpastry.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: yes
- 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: no

Keep watching this business (https://directindex.org/r/legoutpastry.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/legoutpastry.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=legoutpastry.com&force=1