# flat&white: Agent-Direct Score B (72.9%)

Site: https://www.flatnwhite.com.ar/
Report: https://directindex.org/r/flatnwhite.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
flat&white is mostly ready for agents.

## Direct links
- Order directly: https://flatnwhite.com/finalizar-compra/ (on the business's own site)
- Phone: +54 11 4813-0486

## What to fix first
- **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
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), PerplexityBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **robots.txt blocks GPTBot, PerplexityBot, Google-Extended, ChatGPT-User.** (+5 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents

## Fix kit: What to paste

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

## Already right
- **Structured data present (CafeOrCoffeeShop).** address, phone, opening hours
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
7 of 111 in Buenos Aires cafes and bars. Top 6% 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 | 75% | yes |
| Publish the menu or price list as HTML | 58% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | no |
| Structured data with address, phone and hours | 17% | yes |
| Have an llms.txt | 33% | yes |

Nearest places in the index: Crisol (C, 418 m, https://directindex.org/r/linktr.ee); Rapanui (B, 431 m, https://directindex.org/r/rapanui.com.ar); Milion (C, 589 m, https://directindex.org/r/milion.com.ar); Buller (C, 1029 m, https://directindex.org/r/bullerbrewingco.com); Le Pain Quotidien (C, 1109 m, https://directindex.org/r/lepainquotidien.com); Confiteria Ideal (F, 1147 m, https://directindex.org/r/laideal.ar); Starbucks (C, 1181 m, https://directindex.org/r/starbucks.com.ar); Albur - Bar (C, 1405 m, https://directindex.org/r/alburrestaurantconcert.com.ar); El Beso Club (F, 1515 m, https://directindex.org/r/elbeso.com.ar); Brioche Dorée (F, 1645 m, https://directindex.org/r/briochedoree.fr).

## 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 WordPress 58% (29% A or B, 36926 sites); This site 72.9%.

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

## Businesses like flat&white in Buenos Aires cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Buenos Aires cafes and bars | 111 | 42% | 10% | 72.9% |
| Built with WordPress in Buenos Aires cafes and bars | 33 | 52% | 12% | 72.9% |

The best of Built with WordPress in Buenos Aires cafes and bars: Hormiga Negra (B 78.8%, https://directindex.org/r/chn.com.ar); La Fonte D'Oro (B 71.3%, https://directindex.org/r/lafontedoro.com); D'Oro Italian Bar (B 70.8%, https://directindex.org/r/doroitalianbar.com); Cuervo Café Chacarita (C 69.2%, https://directindex.org/r/cuervocafe.com); Albur - Bar (C 66.2%, https://directindex.org/r/alburrestaurantconcert.com.ar).

With the three fixes above (No menu or price list found; The server turns AI crawlers away at the door; robots.txt blocks GPTBot, PerplexityBot, Google-Extended, ChatGPT-User) the score would be about 96.3%: first of 111 in Buenos Aires cafes and bars.

## The direct record
What agents get for flat&white, as JSON: https://directindex.org/api/direct/flatnwhite.com
- Book: none on record
- Order: https://flatnwhite.com/finalizar-compra/ (own site; verified direct, 2026-10-14)
- Menu: none on record
- Hours: Mo-Fr 08:00-20:00 (open now) (from OpenStreetMap)
- Phone: +54 11 4813-0486
- Stable links that count: https://directindex.org/go/flatnwhite.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 13.3 | 25 |
| Readable | 15 | 25 |
| Actionable | 30 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/flatnwhite.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

Deep report: https://directindex.org/r/flatnwhite.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=flatnwhite.com&force=1