# Bud & Marilyn's: Agent-Direct Score C (55.4%) Site: http://www.budandmarilyns.com/ Report: https://directindex.org/r/budandmarilyns.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.) Bud & Marilyn's is partly visible to agents. An AI assistant can open Bud & Marilyn's's website. What Bud & Marilyn's offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Tripleseat. ## Direct links - Book directly: https://barbuzzorestaurant.tripleseat.com/dynamic_party_request/6142 (through tripleseat acting for the business) - Order directly: https://www.toasttab.com/bud-marilyn-s/v3 (through toast acting for the business) - Menu: http://www.budandmarilyns.com/Menus/brunch%20menu%2010.10.pdf - Phone: +12155462220 - Address: 1234 Locust St, 19107, Philadelphia - Prices: 5 prices on the site, the middle one $8.00 ## Nearby, also direct Places near Bud & Marilyn's that take a booking or an order on their own website, with no marketplace in between. - The Tavern Philly (80 m): https://directindex.org/r/tavernphilly.com - Monster Vegan (120 m): https://directindex.org/r/themonstervegan.com - Attico Rooftop (180 m): https://directindex.org/r/atticorooftop.com - Ted's Montana Grill (250 m): https://directindex.org/r/tedsmontanagrill.com - Darling Jack's Tavern (260 m): https://directindex.org/r/darlingjacks.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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) - **5 prices on the landing page, the middle one $8.00.** In Philadelphia, the middle price of comparable sites that show prices is $12.90. ## 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. ``` # Bud & Marilyn's > local business (american) in 1234 Locust St, 19107, Philadelphia, Philadelphia. Phone +12155462220. ## Book or order directly - Book: https://barbuzzorestaurant.tripleseat.com/dynamic_party_request/6142 (through tripleseat acting for the business) - Order: https://www.toasttab.com/bud-marilyn-s/v3 (through toast acting for the business) - Menu: http://www.budandmarilyns.com/Menus/brunch%20menu%2010.10.pdf ## About - Website: http://www.budandmarilyns.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Booking through tripleseat on your own domain.** There's no marketplace commission, and the customer stays yours. - **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 1028 of 2163 in Philadelphia. Top 48% 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 | 100% | yes | | Publish the menu or price list as HTML | 85% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes | | Structured data with address, phone and hours | 67% | no | | Have an llms.txt | 26% | no | Nearest places with a similar menu: Tavern on Camac (F, 82 m, https://directindex.org/r/tavernoncamac.com); The Tavern Philly (C, 84 m, https://directindex.org/r/tavernphilly.com); Monster Vegan (C, 116 m, https://directindex.org/r/themonstervegan.com); Knock Restaurant and Bar (C, 146 m, https://directindex.org/r/knockphl.com); Balcony Restaurant (F, 167 m, https://directindex.org/r/balconyonbroad.com); Attico Rooftop (D, 184 m, https://directindex.org/r/atticorooftop.com); Ted's Montana Grill (B, 249 m, https://directindex.org/r/tedsmontanagrill.com); Darling Jack's Tavern (B, 255 m, https://directindex.org/r/darlingjacks.com); Pergola (A, 259 m, https://directindex.org/r/thebellevuehotel.com); 1862 by Martin Hamann (D, 334 m, https://directindex.org/r/unionleague.org). ## 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. Recommended when people ask: "Brunch on Sunday for four. Where can I reserve?" (Gemini) Compared with its peers: Sites using Tripleseat 77% (71% A or B, 585 sites); Sites using Toast 73% (62% A or B, 6097 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/budandmarilyns.com/agent-view ## Named by Gemini for "Brunch on Sunday for four. Where can I reserve?" in Philadelphia, October 2026 - "Brunch on Sunday for four. Where can I reserve?" (2026-10-17): Gemini with a link to this site. https://directindex.org/city/philadelphia/recommended/brunch Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/budandmarilyns.com.svg ## Businesses like Bud & Marilyn's in Philadelphia | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Philadelphia | 2163 | 50% | 32% | 55.4% | | Sites using Tripleseat in Philadelphia | 19 | 76% | 79% | 55.4% | The best of the sites using Tripleseat in Philadelphia: Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Root & Sprig (A 87.7%, https://directindex.org/r/rootandsprig.com); Chima Brazilian Steakhouse (A 86.2%, https://directindex.org/r/chimasteakhouse.com); Chickie's & Pete's Cafe (B 83.1%, https://directindex.org/r/chickiesandpetes.com); Brewerytown Food Hall (B 80%, https://directindex.org/r/btownfoodhall.com). With the three fixes above (No structured data for the business; No working HTTPS; Menu or price list is a PDF), the score would be about 87.7%. That would be 190th of 2,163 in Philadelphia, up from 1028th. ## The direct record What agents get for Bud & Marilyn's, as JSON: https://directindex.org/api/direct/budandmarilyns.com - Book: https://barbuzzorestaurant.tripleseat.com/dynamic_party_request/6142 (vendor on own site: Tripleseat; found by the scan of 2026-10-24, not yet tested) - Order: https://www.toasttab.com/bud-marilyn-s/v3 (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested) - Menu: http://www.budandmarilyns.com/Menus/brunch%20menu%2010.10.pdf (pdf; from the scan) - Hours: none on record - Phone: +12155462220 - Stable links that count: https://directindex.org/go/budandmarilyns.com/book, https://directindex.org/go/budandmarilyns.com/order, https://directindex.org/go/budandmarilyns.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, Tripleseat: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 22 | 25 | | Readable | 4 | 25 | | Actionable | 10 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/budandmarilyns.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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: no Keep watching this business (https://directindex.org/r/budandmarilyns.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/budandmarilyns.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=budandmarilyns.com&force=1