# Bloom & Boba: Agent-Direct Score B (72.3%)

Site: https://www.bloomandboba.com/
Report: https://directindex.org/r/bloomandboba.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.)
Bloom & Boba is mostly ready for agents.
An AI assistant can open Bloom & Boba's website. What Bloom & Boba offers is on another site. It finds a way to book or order directly, through bloom-boba-los-angeles.cloveronline.com.

## Direct links
- Phone: +18188185013
- Address: 21032 Devonshire St Ste 103, 91311, Los Angeles

## Nearby, also direct
Places near Bloom & Boba that take a booking or an order on their own website, with no marketplace in between.
- McG's Irish Pub & Grill (450 m): https://directindex.org/r/mcgeesirishpub.com
- Coffee Mi Amor (710 m): https://directindex.org/r/coffeemiamor.com
- Game n' Grounds (980 m): https://directindex.org/r/gamengrounds.com
- Caprese Restaurant Chatsworth (1.6 km): https://directindex.org/r/capreserestaurants.com
- Tifa Chocolate & Gelato (2.8 km): https://directindex.org/r/tifachocolateandgelato.com

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list is on another site.** (+5 points) The link goes to cloveronline.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "CafeOrCoffeeShop",
  "name": "Bloom & Boba",
  "url": "https://www.bloomandboba.com/",
  "telephone": "+18188185013",
  "address": "21032 Devonshire St Ste 103, 91311, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.25689216,
    "longitude": -118.5920269
  },
  "hasMenu": "https://bloom-boba-los-angeles.cloveronline.com/menu/all"
}
</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.
- **Structured data found (CafeOrCoffeeShop).** address, opening hours

## Where it stands
261 of 1376 in Los Angeles cafes and bars. Top 19% 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% | no |
| Publish the menu or price list as HTML | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 34% | yes |

Nearest places in the index: McG's Irish Pub & Grill (C, 448 m, https://directindex.org/r/mcgeesirishpub.com); Coffee Mi Amor (F, 713 m, https://directindex.org/r/coffeemiamor.com); Game n' Grounds (B, 978 m, https://directindex.org/r/gamengrounds.com); Caprese Restaurant Chatsworth (A, 1634 m, https://directindex.org/r/capreserestaurants.com); Arlet's Cafe (F, 2468 m, https://directindex.org/r/arletscafe.com); Tifa Chocolate & Gelato (B, 2831 m, https://directindex.org/r/tifachocolateandgelato.com); Pillars Café (D, 3196 m, https://directindex.org/r/shepherdchurch.com); Honesto Café US (F, 3527 m, https://directindex.org/r/honestocafe.com); Mimi's Cafe (C, 3642 m, https://directindex.org/r/mimiscafe.com); Agua Cabana (C, 3924 m, https://directindex.org/r/aguacabana.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.


Compared with its peers: Sites built with WordPress 55% (24% A or B, 217120 sites); This site 72.3%.

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

## Businesses like Bloom & Boba 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 | 1376 | 46% | 22% | 72.3% |
| Sites built with WordPress in Los Angeles cafes and bars | 259 | 57% | 28% | 72.3% |

The best of the sites built with WordPress in Los Angeles cafes and bars: Cabinet Espresso Bar (A 96.3%, https://directindex.org/r/cabinet-espresso.com); A Divine H2O (A 95.4%, https://directindex.org/r/adivineh2o.com); Elbow Room (A 95.4%, https://directindex.org/r/elbowroomla.com); Luchini Pizzeria & Bar (A 95.4%, https://directindex.org/r/taogroup.com); Mojo Hookah Lounge (A 95.4%, https://directindex.org/r/mojo-hookah.com).

With the three fixes above (Ordering through an unrecognised third party; Menu or price list is on another site; Structured data is incomplete), the score would be about 95.4%. That would be 18th of 1,376 in Los Angeles cafes and bars, up from 261st.

## The direct record
What agents get for Bloom & Boba, as JSON: https://directindex.org/api/direct/bloomandboba.com
- Book: none on record
- Order: none on record
- Menu: https://bloom-boba-los-angeles.cloveronline.com/menu/all (external; from the scan)
- Hours: none on record
- Phone: +18188185013
- Stable links that count: https://directindex.org/go/bloomandboba.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 25 |
| Actionable | 6 | 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/bloomandboba.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: 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: yes

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