# The District by GS: Agent-Direct Score B (84.6%)

Site: http://www.thedistrictbygs.com/
Report: https://directindex.org/r/thedistrictbygs.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.)
The District by GS is mostly ready for agents.
An AI assistant can open The District by GS's website. It can read what The District by GS offers. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://tables.toasttab.com/restaurants/b94677cf-cca0-4a06-a8a7-0577b726f5f0/findTime (through toast acting for the business)
- Menu: https://www.thedistrictbygs.com/menu
- Phone: +13233065444
- Address: 3888 Crenshaw Blvd, 90008, Los Angeles

## Nearby, also direct
Places near The District by GS that take a booking or an order on their own website, with no marketplace in between.
- Sand Bar Beach Club (1.2 km): https://directindex.org/r/sandbarmarco.com
- De Olla cafe (1.3 km): https://directindex.org/r/deollacafe.com
- Red Bay Coffee Roasters (1.3 km): https://directindex.org/r/redbaycoffee.com
- Highly Likely (1.4 km): https://directindex.org/r/itshighlylikely.com

## What to fix first
- **Almost no text without JavaScript.** (+2 points) 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
- **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
- **The phone number on the site doesn't match the open map data.** The site shows 3238002021, but OpenStreetMap or Overture Maps lists +13233065444. 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

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

```
# The District by GS

> restaurant in 3888 Crenshaw Blvd, 90008, Los Angeles, Los Angeles cafes and bars. Phone +13233065444.

## Book or order directly

- Order: https://tables.toasttab.com/restaurants/b94677cf-cca0-4a06-a8a7-0577b726f5f0/findTime (through toast acting for the business)
- Menu: https://www.thedistrictbygs.com/menu

## About

- Website: http://www.thedistrictbygs.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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. 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
123 of 1405 in Los Angeles cafes and bars. Top 9% 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% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 41% | yes |
| Have an llms.txt | 35% | no |

Nearest places in the index: Crenshaw Juice Co. (F, 91 m, https://directindex.org/r/crenshawjuice.com); Cafe Creole Baldwin Hills (F, 494 m, https://directindex.org/r/eatatcafecreole.com); CoffeeWalk YogurTalk (F, 542 m, https://directindex.org/r/coffeewalkyogurttalk.com); Swift Cafe (F, 1012 m, https://directindex.org/r/swift-la.com); Ora (F, 1144 m, https://directindex.org/r/hotandcoolcafe.com); Harun Coffee (D, 1182 m, https://directindex.org/r/harunintl.com); Sand Bar Beach Club (C, 1200 m, https://directindex.org/r/sandbarmarco.com); De Olla cafe (A, 1264 m, https://directindex.org/r/deollacafe.com); Red Bay Coffee Roasters (B, 1327 m, https://directindex.org/r/redbaycoffee.com); Highly Likely (B, 1383 m, https://directindex.org/r/itshighlylikely.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 cafes and bars and named 92 places. The District by GS wasn't one of them. See who was named: https://directindex.org/city/los-angeles-cafes-bars/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); Sites using Toast 73% (62% A or B, 6735 sites); This site 84.6%.

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

## Businesses like The District by GS 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% | 84.6% |
| Sites built with Wix in Los Angeles cafes and bars | 98 | 60% | 35% | 84.6% |
| Sites using Toast in Los Angeles cafes and bars | 79 | 69% | 53% | 84.6% |
| Sites built with Wix and using Toast in Los Angeles cafes and bars | 13 | 61% | 38% | 84.6% |

The best of the sites built with Wix and using Toast in Los Angeles cafes and bars: Recreation Cafe (A 100%, https://directindex.org/r/recreation.cafe); Sweet Butter (A 90.8%, https://directindex.org/r/sweetbutterkitchen.com); The Normandie Club (A 86.3%, https://directindex.org/r/thenormandieclub.com); Thunderbolt (B 83.1%, https://directindex.org/r/thunderboltla.com); Bar CDMX (C 64.6%, https://directindex.org/r/barcdmx.la).

With the fix above (Almost no text without JavaScript), the score would be about 87.7%. That would be 75th of 1,405 in Los Angeles cafes and bars, up from 123rd.

## The direct record
What agents get for The District by GS, as JSON: https://directindex.org/api/direct/thedistrictbygs.com
- Book: none on record
- Order: https://tables.toasttab.com/restaurants/b94677cf-cca0-4a06-a8a7-0577b726f5f0/findTime (vendor on own site: Toast; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.thedistrictbygs.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +13233065444
- Stable links that count: https://directindex.org/go/thedistrictbygs.com/order, https://directindex.org/go/thedistrictbygs.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): yes
- 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 (Toast): yes
- Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 22 | 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/thedistrictbygs.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: yes
- 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/thedistrictbygs.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/thedistrictbygs.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=thedistrictbygs.com&force=1