# Baby Bistro: Agent-Direct Score F (6.2%)

Site: http://www.babybistrola.com/
Report: https://directindex.org/r/babybistrola.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.)
Baby Bistro is largely invisible to agents.
AI assistants can't open Baby Bistro's website, so they go by what other sites say about it.

## Direct links
- Phone: +12132668784
- Address: 1027 Alpine St, 90012, Los Angeles

## Nearby, also direct
Places near Baby Bistro that take a booking or an order on their own website, with no marketplace in between.
- Perilla LA (10 m): https://directindex.org/r/perillala.com
- Mexicali Taco (260 m): https://directindex.org/r/mexicalitaco.com
- KMR Gourmet Catering Downtown LA (340 m): https://directindex.org/r/kmrgourmet.com
- Era Grill US (340 m): https://directindex.org/r/beyondmenu.com
- Kati Roll (540 m): https://directindex.org/r/katirollco.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+23 points) A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No structured data for the business.** (+15 points) 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. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through resy.** (+12 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
- **Menu or price list is an image.** (+6 points) Agents can't read it. Publish it as text. Guide: https://directindex.org/guides/menu-pdf-ai
- **Almost no text without JavaScript.** (no points, but worth doing) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## 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": "Baby Bistro",
  "url": "http://www.babybistrola.com/",
  "telephone": "+12132668784",
  "address": "1027 Alpine St, 90012, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.0656221,
    "longitude": -118.24696178
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
3863 of 4566 in Los Angeles. Top 85% 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% | no |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | no |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 38% | no |

Nearest places in the index: Perilla LA (D, 12 m, https://directindex.org/r/perillala.com); Mexicali Taco (C, 263 m, https://directindex.org/r/mexicalitaco.com); KMR Gourmet Catering Downtown LA (A, 338 m, https://directindex.org/r/kmrgourmet.com); Era Grill US (C, 343 m, https://directindex.org/r/beyondmenu.com); Kati Roll (A, 542 m, https://directindex.org/r/katirollco.com); Bia Om (A, 579 m, https://directindex.org/r/bia-om.com); Guisados (B, 596 m, https://directindex.org/r/guisados.la); Lobsta Shack (F, 613 m, https://directindex.org/r/lobstashack.com); Hole Mole Mexican Grill (B, 613 m, https://directindex.org/r/holemole.com); Lunchstop Cafeteria (F, 682 m, https://directindex.org/r/lunchstop.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. Baby Bistro wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


Compared with its peers: Sites built with Webflow 56% (22% A or B, 9629 sites); Sites using Resy 67% (44% A or B, 2836 sites); This site 6.2%.

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

## Businesses like Baby Bistro in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4566 | 50% | 32% | 6.2% |
| Sites built with Webflow in Los Angeles | 89 | 60% | 37% | 6.2% |
| Sites using Resy in Los Angeles | 130 | 68% | 47% | 6.2% |
| Sites built with Webflow and using Resy in Los Angeles | 8 | 53% | 13% | 6.2% |

The best of the sites built with Webflow and using Resy in Los Angeles: Market Venice (A 92.3%, https://directindex.org/r/marketvenice.com); Bowery Bungalow (C 66.2%, https://directindex.org/r/bowerybungalow.com); Checker Hall (D 53.8%, https://directindex.org/r/checkerhall.com); Desert 5 Spot (D 53.8%, https://directindex.org/r/desertfivespot.com); Kismet (D 53.8%, https://directindex.org/r/kismetla.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; Booking only through resy), the score would be about 83.1%. That would be 728th of 4,566 in Los Angeles, up from 3863rd.

## The direct record
What agents get for Baby Bistro, as JSON: https://directindex.org/api/direct/babybistrola.com
- Book: none on record
- Order: none on record
- Menu: https://freight.cargo.site/m/B3184397262482123948490485994171/website-menu-1016.png (image; from the scan)
- Hours: none on record
- Phone: +12132668784
- Stable links that count: https://directindex.org/go/babybistrola.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, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 1 | 25 |
| Actionable | 3 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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