# Love Life Cafe: Agent-Direct Score B (76.9%)

Site: https://www.lovelifecafe.com
Report: https://directindex.org/r/lovelifecafe.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Love Life Cafe is mostly ready for agents.
Some AI assistants are turned away by the website of Love Life Cafe. It can read what Love Life Cafe offers. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://order.toasttab.com/egiftcards/lovelifecafe-miami (through toast acting for the business)
- Menu: https://www.lovelifecafe.com/menu
- Phone: +13054564148

## What to fix first

- **robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User.** (+10 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
- **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
- **The phone on the site is not the one the open data lists.** The site shows +13056408400; OpenStreetMap or Overture Maps lists +13054564148. An assistant that sees two different numbers does not know which to trust. Correct the wrong one: the site, or the map data at openstreetmap.org.

## 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: /
```

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

```
# Love Life Cafe

> restaurant (gluten free) in 105 NE 24th St, 33137-4830, Miami, Miami. Phone +13054564148.

## Book or order directly

- Order: https://order.toasttab.com/egiftcards/lovelifecafe-miami (through toast acting for the business)
- Menu: https://www.lovelifecafe.com/menu

## About

- Website: https://www.lovelifecafe.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
689 of 2979 in Miami. Top 23% 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 | 100% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 68% | yes |
| Have an llms.txt | 44% | no |

Nearest places in the index: Plant Miami (F, 0 m, https://directindex.org/r/plantmiami.com); Sandwich Qbano Miami (D, 143 m, https://directindex.org/r/sandwichqbano.com); Vibez Miami (A, 149 m, https://directindex.org/r/vibezmia.com); Eduble Chefs (F, 156 m, https://directindex.org/r/edublechefs.com); THRōW Social Miami Wynwood (F, 158 m, https://directindex.org/r/throwsocial.com); Prince Street Pizza (F, 170 m, https://directindex.org/r/oasiswynwood.com); RememBR Store Miami (B, 189 m, https://directindex.org/r/remembrstore.com); Oise Ristorante (F, 193 m, https://directindex.org/r/oisemiami.com); Billy The Greek (F, 196 m, https://directindex.org/r/grkfrk.com); Mario The Baker (B, 198 m, https://directindex.org/r/mariothebaker2ndave.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.

Asked 12 everyday questions about Miami, the assistants named 65 places; Love Life Cafe was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites using Toast 72% (57% A or B, 2928 sites); This site 76.9%.

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

## Businesses like Love Life Cafe in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 76.9% |
| Sites using Toast in Miami | 206 | 73% | 60% | 76.9% |

The best of the sites using Toast in Miami: Chef Adrianne's Vineyard Restaurant and Wine Bar (A 100%, https://directindex.org/r/chefadriannes.com); Cotidiano - Mexican Bistro (A 100%, https://directindex.org/r/cotidiano.us); Cucina Povera (A 100%, https://directindex.org/r/cucinapoveramiami.com); Fuego By Mana (A 100%, https://directindex.org/r/fuegobymana.com); Norman's Tavern & Sports Bar (A 100%, https://directindex.org/r/normans.biz).

With the fix above (robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User) the score would be about 92.3%: 221st of 2,979 in Miami, up from 689th.

## The direct record
What agents get for Love Life Cafe, as JSON: https://directindex.org/api/direct/lovelifecafe.com
- Book: none on record
- Order: https://order.toasttab.com/egiftcards/lovelifecafe-miami (vendor on own site: Toast; found by the scan of 2026-10-17, not yet tested)
- Menu: https://www.lovelifecafe.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +13054564148
- Stable links that count: https://directindex.org/go/lovelifecafe.com/order, https://directindex.org/go/lovelifecafe.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 (Toast): yes
- Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 15 | 25 |
| Readable | 25 | 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/lovelifecafe.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/lovelifecafe.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/lovelifecafe.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=lovelifecafe.com&force=1