# Panda Garden: Agent-Direct Score C (61.5%)

Site: http://pandagardenelgin.com
Report: https://directindex.org/r/pandagardenelgin.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.)
Panda Garden is partly visible to agents.
AI assistants can't open Panda Garden's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://www.pandagardenelgin.com/order (on the business's own site)
- Menu: https://www.pandagardenelgin.com/order
- Phone: +13232427501
- Address: 12003 Avalon Blvd, 90061, Los Angeles

## Nearby, also direct
Places near Panda Garden that take a booking or an order on their own website, with no marketplace in between.
- Taco Pete (1 km): https://directindex.org/r/tacopete.com
- Piara Pizza (1.1 km): https://directindex.org/r/piarapizza.com
- Tam's (2.9 km): https://directindex.org/r/tamsburgers.net
- A&t Burgers #2 (3.1 km): https://directindex.org/r/aandtburgers.com
- Margarita's Deli & Cafe (3.4 km): https://directindex.org/r/margaritasdelicafe.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+23.8 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
- **robots.txt blocks GPTBot.** (no points, but worth doing) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **The phone number on the site doesn't match the open map data.** The site shows (803) 438-5075, but OpenStreetMap or Overture Maps lists +13232427501. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## Fix kit: What to paste

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# 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: /
```

## 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.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
1936 of 4565 in Los Angeles. Top 42% 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% | no |
| Structured data with address, phone and hours | 59% | yes |
| Have an llms.txt | 38% | no |

Nearest places in the index: Taco Pete (D, 1023 m, https://directindex.org/r/tacopete.com); Piara Pizza (C, 1104 m, https://directindex.org/r/piarapizza.com); Monster Burger No 2 (F, 1750 m, https://directindex.org/r/monsterburger.net); Poki Bomb La Habra (D, 2053 m, https://directindex.org/r/pokibomblahabraca.com); Tam's (B, 2884 m, https://directindex.org/r/tamsburgers.net); A&t Burgers #2 (B, 3083 m, https://directindex.org/r/aandtburgers.com); LocoL (F, 3379 m, https://directindex.org/r/welocol.org); Margarita's Deli & Cafe (C, 3406 m, https://directindex.org/r/margaritasdelicafe.com); Delicias Mexican Food (B, 3583 m, https://directindex.org/r/deliciasmexicanfood.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. Panda Garden wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


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

## Businesses like Panda Garden in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4565 | 50% | 32% | 61.5% |

The best of the businesses of the same kind in Los Angeles: A Votre Sante (A 100%, https://directindex.org/r/avotresantela.com); ADRIANS TACOS (A 100%, https://directindex.org/r/adrianstacos.online); Aki Shabu (A 100%, https://directindex.org/r/akishabu.com); Alessandro's Pizza (A 100%, https://directindex.org/r/alessandropizzaitalian.com); Amalia's (A 100%, https://directindex.org/r/amaliasrestaurant.com).

With the fix above (The site turns away every visitor that isn't a browser, AI agents included), the score would be about 98.2%. That would be 108th of 4,565 in Los Angeles, up from 1936th.

## The direct record
What agents get for Panda Garden, as JSON: https://directindex.org/api/direct/pandagardenelgin.com
- Book: none on record
- Order: https://www.pandagardenelgin.com/order (own site; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.pandagardenelgin.com/order (html_page; from the scan)
- Hours: none on record
- Phone: +13232427501
- Stable links that count: https://directindex.org/go/pandagardenelgin.com/order, https://directindex.org/go/pandagardenelgin.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

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 | 25 | 25 |
| Actionable | 15 | 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: yes

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