# Vibrant Coffee Roasters & Bakery: Agent-Direct Score C (58.5%) Site: http://www.vibrantcoffeeroasters.com/ Report: https://directindex.org/r/vibrantcoffeeroasters.com 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.) Vibrant Coffee Roasters & Bakery is partly visible to agents. An AI assistant can open Vibrant Coffee Roasters & Bakery's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +12675343608 - Address: 222 W Rittenhouse Sq, 19103-5224, Philadelphia - Prices: 10 prices on the site, the middle one $10.90 ## Nearby, also direct Places near Vibrant Coffee Roasters & Bakery that take a booking or an order on their own website, with no marketplace in between. - The Library Bar (90 m): https://directindex.org/r/rittenhousehotel.com - Metropolitan Cafe (130 m): https://directindex.org/r/metropolitanbakery.com - Almaz Cafe (170 m): https://directindex.org/r/almazcafes.com - Cavanaugh's Rittenhouse (230 m): https://directindex.org/r/cavsrittenhouse.com - Barnes & Noble Café (240 m): https://directindex.org/r/barnesandnoble.com ## What to fix first - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. 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 - **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **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) - **10 prices on the landing page, the middle one $10.90.** In Philadelphia, the middle price of comparable sites that show prices is $12.63. ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Vibrant Coffee Roasters & Bakery > local business in 222 W Rittenhouse Sq, 19103-5224, Philadelphia, Philadelphia cafes and bars. Phone +12675343608. ## About - Website: http://www.vibrantcoffeeroasters.com/ - 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, opening hours ## Where it stands 283 of 715 in Philadelphia cafes and bars. Top 40% 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% | no | | Publish the menu or price list as HTML | 92% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes | | Structured data with address, phone and hours | 48% | no | | Have an llms.txt | 29% | no | Nearest places in the index: The Library Bar (A, 88 m, https://directindex.org/r/rittenhousehotel.com); Metropolitan Cafe (B, 129 m, https://directindex.org/r/metropolitanbakery.com); Almaz Cafe (F, 168 m, https://directindex.org/r/almazcafes.com); Tria Taproom (F, 170 m, https://directindex.org/r/barpoulet.com); Duke's Surf Bar (F, 191 m, https://directindex.org/r/rum-bar.com); VStreet (F, 212 m, https://directindex.org/r/vstreetfood.com); Cavanaugh's Rittenhouse (A, 228 m, https://directindex.org/r/cavsrittenhouse.com); Barnes & Noble Café (C, 235 m, https://directindex.org/r/barnesandnoble.com); Tinto (F, 253 m, https://directindex.org/r/tintorestaurant.com); a.bar (A, 263 m, https://directindex.org/r/akitchenandbar.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 Squarespace 61% (41% A or B, 32150 sites); This site 58.5%. See what an AI agent reads on this site: https://directindex.org/r/vibrantcoffeeroasters.com/agent-view ## Businesses like Vibrant Coffee Roasters & Bakery 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% | 58.5% | | Sites built with Squarespace in Philadelphia cafes and bars | 95 | 68% | 44% | 58.5% | The best of the sites built with Squarespace in Philadelphia cafes and bars: Tria Cafe Rittenhouse (A 95%, https://directindex.org/r/triaphilly.com); Cavanaugh's Rittenhouse (A 93.8%, https://directindex.org/r/cavsrittenhouse.com); Social House Eatery and Cafe (A 93.8%, https://directindex.org/r/thesocial-house.com); The Ground Coffee, Plants & Gifts (A 93.8%, https://directindex.org/r/thegroundcpg.com); BAR 1010 (A 89.2%, https://directindex.org/r/bar1010.com). With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 11th of 715 in Philadelphia cafes and bars, up from 283rd. ## The direct record What agents get for Vibrant Coffee Roasters & Bakery, as JSON: https://directindex.org/api/direct/vibrantcoffeeroasters.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +12675343608 ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 13 | 25 | | Actionable | 0 | 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/vibrantcoffeeroasters.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/vibrantcoffeeroasters.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/vibrantcoffeeroasters.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=vibrantcoffeeroasters.com&force=1