# Blum Coffee House: Agent-Direct Score F (26.2%)

Site: https://www.blumcoffeehouse.com/
Report: https://directindex.org/r/blumcoffeehouse.com
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Blum Coffee House is largely invisible to agents.
AI assistants can't open Blum Coffee House's website, so they go by what other sites say about it.

## Direct links
- Phone: +902122699345
- Address: Süleyman Seba Caddesi 64/A 34357
- Hours, from OpenStreetMap · Overture Maps: Mon–Fri 08:00–19:00; Sat 09:00–20:00; Sun 08:00–19:00

## Nearby, also direct
Places near Blum Coffee House that take a booking or an order on their own website, with no marketplace in between.
- Swiss Exclusive Lounge (180 m): https://directindex.org/r/swissotel.com.tr
- Simple Co Akaretler (230 m): https://directindex.org/r/simpleco.com.tr
- Molecule Coffee (240 m): https://directindex.org/r/coffeemolecule.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
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Istanbul, 20% of comparable sites declare one.

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (CafeOrCoffeeShop).** address, phone, opening hours

## Where it stands
1156 of 1429 in Istanbul cafes and bars. Top 81% 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 | 90% | no |
| Publish the menu or price list as HTML | 46% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | no |
| Structured data with address, phone and hours | 23% | yes |
| Have an llms.txt | 36% | no |

Nearest places in the index: W Lounge Terrace (F, 36 m, https://directindex.org/r/signatureplaces.com); B-Juice (D, 105 m, https://directindex.org/r/bjuice.shop); Espresso&Cocktail Mafia (D, 117 m, https://directindex.org/r/esperanzagrup.com); Meet 2 Talk Cafe (F, 128 m, https://directindex.org/r/meet2talk.cafe); Swiss Exclusive Lounge (C, 178 m, https://directindex.org/r/swissotel.com.tr); YouPlace Beşiktaş (C, 183 m, https://directindex.org/r/youplace.app); Simple Co Akaretler (A, 233 m, https://directindex.org/r/simpleco.com.tr); Let's Coffee (D, 242 m, https://directindex.org/r/letscoffee.com); Molecule Coffee (B, 243 m, https://directindex.org/r/coffeemolecule.com); Shabby Cafe (D, 254 m, https://directindex.org/r/shabbybesiktas.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 Istanbul cafes and bars and named 59 places. Blum Coffee House wasn't one of them. See who was named: https://directindex.org/city/istanbul-cafes-bars/recommended


Compared with its peers: Sites built with Shopify 47% (23% A or B, 13001 sites); This site 26.2%.

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

## Businesses like Blum Coffee House in Istanbul cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Istanbul cafes and bars | 1429 | 42% | 12% | 26.2% |
| Sites built with Shopify in Istanbul cafes and bars | 64 | 56% | 27% | 26.2% |

The best of the sites built with Shopify in Istanbul cafes and bars: Butterfly Chocolate (B 84.6%, https://directindex.org/r/butterfly.com.tr); Brightside Coffee (B 75.4%, https://directindex.org/r/brightside.coffee); Juico (B 75.4%, https://directindex.org/r/juico.com.tr); Kökler Kitabevi (B 75.4%, https://directindex.org/r/koklerkitab.com); Ronnefeldt Teahouse (B 75.4%, https://directindex.org/r/ronnefeldt.com.tr).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 6th of 1,429 in Istanbul cafes and bars, up from 1156th.

## The direct record
What agents get for Blum Coffee House, as JSON: https://directindex.org/api/direct/blumcoffeehouse.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Sa 09:00-20:00; Su-Fr 08:00-19:00 (closed now) (from OpenStreetMap)
- Phone: +902122699345

## 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 | 15 | 25 |
| Actionable | 2 | 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/blumcoffeehouse.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/blumcoffeehouse.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=blumcoffeehouse.com&force=1