# Bobo the Boba: Agent-Direct Score C (61.5%)

Site: https://www.sipbobo.com/
Report: https://directindex.org/r/sipbobo.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.)
Bobo the Boba is partly visible to agents.
AI assistants can't open Bobo the Boba's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://sipbobo.com/menu?dialogState=orderDetails (on the business's own site)
- Menu: https://sipbobo.com/menu
- Phone: (818) 483-9807
- Address: Devonshire Street 18506 91324 Northridge
- Hours, from OpenStreetMap · Overture Maps: Mon–Sat 11:30–23:00; Sun 11:30–22:00
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Bobo the Boba that take a booking or an order on their own website, with no marketplace in between.
- Bounce Boba Lounge (1.4 km): https://directindex.org/r/bouncebobalounge.com
- Makenna Koffee Company (2 km): https://directindex.org/r/makennakoffee.com
- The Social Lounge (2.2 km): https://directindex.org/r/experiencetheflavor.com
- TarmTea (2.5 km): https://directindex.org/r/tarmtea.com
- Boba Tea House (2.6 km): https://directindex.org/r/tapiocaexpress.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). 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

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **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
Not ranked yet in Los Angeles cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | yes |
| Publish the menu or price list as HTML | 90% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | no |
| Structured data with address, phone and hours | 33% | yes |
| Have an llms.txt | 17% | no |

Nearest places in the index: CaliforniaTeaHouse.com (D, 1248 m, https://directindex.org/r/californiateahouse.com); Bounce Boba Lounge (A, 1428 m, https://directindex.org/r/bouncebobalounge.com); L'Antique Cafe & Hookah Lounge (F, 1440 m, https://directindex.org/r/creator-spring.com); The Ice Bar (F, 1467 m, https://directindex.org/r/theicebarnorthridge.com); R Coffee House (F, 1672 m, https://directindex.org/r/rcoffeehouseinc.com); Makenna Koffee Company (C, 1982 m, https://directindex.org/r/makennakoffee.com); The Social Lounge (A, 2180 m, https://directindex.org/r/experiencetheflavor.com); House Roots Coffee (F, 2340 m, https://directindex.org/r/houserootscoffee.com); TarmTea (C, 2490 m, https://directindex.org/r/tarmtea.com); Boba Tea House (C, 2554 m, https://directindex.org/r/tapiocaexpress.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 Owner 63% (11% A or B, 464 sites); This site 61.5%.

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

## Businesses like Bobo the 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 | 295 | 42% | 18% | 61.5% |
| Sites built with Owner in Los Angeles cafes and bars | 10 | 72% | 30% | 61.5% |

The best of the sites built with Owner in Los Angeles cafes and bars: Cafe Belen (A 100%, https://directindex.org/r/cafe-belen.com); NoHo Cafe (A 100%, https://directindex.org/r/nohocafe.net); Tortoni Caffe (A 89.2%, https://directindex.org/r/tortonicaffe.com); Natures Brew by Bacari (C 61.5%, https://directindex.org/r/naturesbrewcafe.com); Oui Melrose (C 61.5%, https://directindex.org/r/ouimelrose.com).

With the fix above (The site turns away every visitor that isn't a browser, AI agents included), the score would be about 100%, which would be first of 295 in Los Angeles cafes and bars.

## The direct record
What agents get for Bobo the Boba, as JSON: https://directindex.org/api/direct/sipbobo.com
- Book: none on record
- Order: https://sipbobo.com/menu?dialogState=orderDetails (own site; found by the scan of 2026-10-23, not yet tested)
- Menu: https://sipbobo.com/menu (html_page; from the scan)
- Hours: Mo-Sa 11:30-23:00; Su 11:30-22:00 (open now) (from OpenStreetMap)
- Phone: (818) 483-9807
- Stable links that count: https://directindex.org/go/sipbobo.com/order, https://directindex.org/go/sipbobo.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 cloudflare_challenge); 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/sipbobo.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/sipbobo.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=sipbobo.com&force=1