# First Flight: Agent-Direct Score C (63.1%)

Site: https://www.firstflightcoffee.com/
Report: https://directindex.org/r/firstflightcoffee.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
First Flight is partly visible to agents.

## Direct links
- Order directly: https://first-flight-coffee.square.site/?location_id=L8AQEPBG4CJBB&fulfillment=PICKUP#T2CQCAW67RPHGTWTF5BCMG3S (through square acting for the business)
- Phone: +1-310-773-8596

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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 menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "First Flight",
  "url": "https://www.firstflightcoffee.com/",
  "telephone": "+1-310-773-8596",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "22501",
    "postalCode": "90505"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 33.8215934,
    "longitude": -118.3287888
  },
  "openingHours": "Mo-Su 07:00-17:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "07:00",
      "closes": "17:00"
    }
  ],
  "servesCuisine": [
    "coffee shop"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://first-flight-coffee.square.site/?location_id=L8AQEPBG4CJBB&amp;fulfillment=PICKUP#T2CQCAW67RPHGTWTF5BCMG3S",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# First Flight

> cafe or coffee shop (coffee shop) in 22501 90505, Los Angeles cafes and bars. Phone +1-310-773-8596.

## Book or order directly

- Order: https://first-flight-coffee.square.site/?location_id=L8AQEPBG4CJBB&amp;fulfillment=PICKUP#T2CQCAW67RPHGTWTF5BCMG3S (through square acting for the business)

## Opening hours

Mo-Su 07:00-17:00

## About

- Website: https://www.firstflightcoffee.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** but without address, phone or hours
- **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
133 of 484 in Los Angeles cafes and bars. Top 27% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 92% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 31% | no |
| Have an llms.txt | 18% | no |

Nearest places in the index: Tastea (B, 203 m, https://directindex.org/r/gotastea.com); Cream Pan (B, 1890 m, https://directindex.org/r/creampan.com); Alehouse (C, 1953 m, https://directindex.org/r/alehouselomita.com); Cara Mia (C, 2222 m, https://directindex.org/r/caramiabakingco.com); Chagee (B, 2240 m, https://directindex.org/r/chagee.us); Corridor Flow (B, 2346 m, https://directindex.org/r/corridorflow.com); The Blackthorn (D, 2366 m, https://directindex.org/r/kongdogglenmont.com); Copa Vida (D, 2730 m, https://directindex.org/r/copa-vida.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); Sites using Square 69% (47% A or B, 793 sites); This site 63.1%.

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

## Businesses like First Flight in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Los Angeles cafes and bars | 484 | 39% | 21% | 63.1% |
| Built with Squarespace in Los Angeles cafes and bars | 68 | 69% | 56% | 63.1% |
| Using Square in Los Angeles cafes and bars | 21 | 66% | 33% | 63.1% |
| Built with Squarespace and using Square in Los Angeles cafes and bars | 8 | 67% | 38% | 63.1% |

The best of Built with Squarespace and using Square in Los Angeles cafes and bars: Auignone's cocktails (B 81.5%, https://directindex.org/r/avignones.com); Boba Guys (B 80%, https://directindex.org/r/bobaguys.com); Yonder Coffee (B 75.4%, https://directindex.org/r/yondercoffee.com); Cruzita's Deli and Cafe (C 64.6%, https://directindex.org/r/cruzitasdeliandcafe.com); … And Destroy Coffee (C 60.5%, https://directindex.org/r/anddestroy.coffee).

With the three fixes above (Structured data is incomplete; No menu or price list found; Almost no text without JavaScript) the score would be about 87.7%: 16th of 484 in Los Angeles cafes and bars, up from 133rd.

## The direct record
What agents get for First Flight, as JSON: https://directindex.org/api/direct/firstflightcoffee.com
- Book: none on record
- Order: https://first-flight-coffee.square.site/?location_id=L8AQEPBG4CJBB&amp;fulfillment=PICKUP#T2CQCAW67RPHGTWTF5BCMG3S (vendor on own site: Square; found by the scan of 2026-10-14, not yet tested)
- Menu: none on record
- Hours: Mo-Su 07:00-17:00 (open now) (from OpenStreetMap)
- Phone: +1-310-773-8596
- Stable links that count: https://directindex.org/go/firstflightcoffee.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 8 | 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/firstflightcoffee.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/firstflightcoffee.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/firstflightcoffee.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=firstflightcoffee.com&force=1