# Front Street Cafe: Agent-Direct Score A (95.4%)

Site: http://www.frontstreetcafe.net
Report: https://directindex.org/r/frontstreetcafe.net
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Front Street Cafe is ready for agents.
An AI assistant can open Front Street Cafe's website. It can read what Front Street Cafe offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://frontstreetcafe.net/mailto:reservations@frontstreetcafe.net (on the business's own site)
- Menu: https://frontstreetcafe.net/menu/
- Phone: +12155153073
- Address: 1253 N Front St, 19122, Philadelphia
- Its menu mentions: a lunch or set menu
- Prices: 4 prices on the site, the middle one $2.50

## Nearby, also direct
Places near Front Street Cafe that take a booking or an order on their own website, with no marketplace in between.
- Frankford Hall (120 m): https://directindex.org/r/frankfordhall.com
- Stripp'd Cold Pressed Juice (270 m): https://directindex.org/r/strippdjuice.com

## What to fix first
- **Ordering only through ubereats.** (no points, but worth doing) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **4 prices on the landing page, the middle one $2.50.** In Philadelphia, the middle price of comparable sites that show prices is $12.63.

## Fix kit: What to paste

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

```
# Front Street Cafe

> local business in 1253 N Front St, 19122, Philadelphia, Philadelphia cafes and bars. Phone +12155153073.

## Book or order directly

- Book: https://frontstreetcafe.net/mailto:reservations@frontstreetcafe.net (on the business's own site)
- Menu: https://frontstreetcafe.net/menu/

## About

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

## 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 (LocalBusiness).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
13 of 715 in Philadelphia cafes and bars. Top 2% 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% | yes |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes |
| Structured data with address, phone and hours | 48% | yes |
| Have an llms.txt | 29% | no |

Nearest places in the index: Bar Palmina (F, 53 m, https://directindex.org/r/barpalmina.com); Bottle Bar East (F, 97 m, https://directindex.org/r/bottlebareast.com); Frankford Hall (B, 120 m, https://directindex.org/r/frankfordhall.com); Fishtown Tavern (F, 123 m, https://directindex.org/r/fishtowntavern.com); R&D Cocktail Bar (D, 147 m, https://directindex.org/r/rdphilly.com); Persimmon Coffee (F, 166 m, https://directindex.org/r/persimmoncoffee.com); Saint Lazarus Bar (F, 171 m, https://directindex.org/r/thesaintnj.com); Garage Fishtown (F, 220 m, https://directindex.org/r/garagefishtown.com); Murph's Bar (D, 244 m, https://directindex.org/r/murphsbarfishtown.com); Stripp'd Cold Pressed Juice (B, 274 m, https://directindex.org/r/strippdjuice.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, 224455 sites); Sites using Uber Eats 61% (32% A or B, 2269 sites); This site 95.4%.

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

## Businesses like Front Street Cafe in Philadelphia cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Philadelphia cafes and bars | 715 | 49% | 23% | 95.4% |
| Sites built with WordPress in Philadelphia cafes and bars | 151 | 56% | 26% | 95.4% |
| Sites using Uber Eats in Philadelphia cafes and bars | 1 | 95% | 100% | 95.4% |
| Sites built with WordPress and using Uber Eats in Philadelphia cafes and bars | 1 | 95% | 100% | 95.4% |

The best of the sites built with WordPress in Philadelphia cafes and bars: a.bar (A 95.4%, https://directindex.org/r/akitchenandbar.com); Bluestone Lane (A 93.8%, https://directindex.org/r/bluestonelane.com); Lou's Sportsman Cafe (A 93.8%, https://directindex.org/r/thepostsportsbar.com); Céline (A 92.3%, https://directindex.org/r/hhvenues.com); The Plough & the Stars (A 90%, https://directindex.org/r/ploughstars.com).

## The direct record
What agents get for Front Street Cafe, as JSON: https://directindex.org/api/direct/frontstreetcafe.net
- Book: https://frontstreetcafe.net/mailto:reservations@frontstreetcafe.net (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://frontstreetcafe.net/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +12155153073
- Stable links that count: https://directindex.org/go/frontstreetcafe.net/book, https://directindex.org/go/frontstreetcafe.net/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

Found one hop past the home page: menu page /menu/: business JSON-LD, address, telephone, opening hours, booking via tock.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 15 | 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/frontstreetcafe.net
- 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/frontstreetcafe.net/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/frontstreetcafe.net/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=frontstreetcafe.net&force=1