# OTB Bicycle Cafe: Agent-Direct Score D (48.8%) Site: https://otbbicyclecafe.com/southside/ Report: https://directindex.org/r/otbbicyclecafe.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.) OTB Bicycle Cafe is hard for agents to use. Some AI assistants are turned away by OTB Bicycle Cafe's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Clover. ## Direct links - Order directly: https://www.clover.com/online-ordering/over-the-bar-bicycle-cafe-pittsburgh (through clover acting for the business) - Phone: +1-412-381-3698 - Address: East Carson Street 2518 15203 Pittsburgh - Prices: 8 prices on the site, the middle one $1.25 ## Nearby, also direct Places near OTB Bicycle Cafe that take a booking or an order on their own website, with no marketplace in between. - Cucina Vitale (10 m): https://directindex.org/r/cucinavitalepgh.com - Peet's Coffee (240 m): https://directindex.org/r/peets.com - Ruggers Pub (570 m): https://directindex.org/r/ruggerspub.com - Smokin' Joe's Saloon (730 m): https://directindex.org/r/smokinjoessaloon.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **Clover's terms ban bots and automated use, but a direct form on your own site has no such limit.** (+5 points) Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Terms read on 2026-10-15: https://www.clover.com/consumer/terms. An agent that books or orders there goes against the vendor's terms unless the vendor allows it. A form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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) - **8 prices on the landing page, the middle one $1.25.** ## 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. ``` # OTB Bicycle Cafe > cafe or coffee shop in East Carson Street 2518 15203 Pittsburgh, Pittsburgh cafes and bars. Phone +1-412-381-3698. ## Book or order directly - Order: https://www.clover.com/online-ordering/over-the-bar-bicycle-cafe-pittsburgh (through clover acting for the business) ## About - Website: https://otbbicyclecafe.com/southside/ - 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. - **Ordering through clover on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 68 of 99 in Pittsburgh cafes and bars. Top 69% 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 | 90% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | no | | Structured data with address, phone and hours | 30% | no | | Have an llms.txt | 30% | no | Nearest places in the index: Cucina Vitale (C, 10 m, https://directindex.org/r/cucinavitalepgh.com); Hookah Bookah (C, 44 m, https://directindex.org/r/hookahbookah.com); Cup-Ka-Joe (F, 212 m, https://directindex.org/r/cupkajoe.com); Peet's Coffee (A, 240 m, https://directindex.org/r/peets.com); Archies on Carson (F, 244 m, https://directindex.org/r/myspace.com); Big Dog Coffee (D, 256 m, https://directindex.org/r/bigdogcoffeeshop.com); Ruggers Pub (A, 565 m, https://directindex.org/r/ruggerspub.com); Tiki Lounge (C, 724 m, https://directindex.org/r/tikilounge412.com); Smokin' Joe's Saloon (C, 730 m, https://directindex.org/r/smokinjoessaloon.com); Pipers Pub (B, 889 m, https://directindex.org/r/piperspub.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 Clover 69% (53% A or B, 535 sites); This site 48.8%. See what an AI agent reads on this site: https://directindex.org/r/otbbicyclecafe.com/agent-view ## Businesses like OTB Bicycle Cafe in Pittsburgh cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Pittsburgh cafes and bars | 99 | 56% | 27% | 48.8% | | Sites built with WordPress in Pittsburgh cafes and bars | 16 | 53% | 25% | 48.8% | | Sites using Clover in Pittsburgh cafes and bars | 1 | 49% | 0% | 48.8% | | Sites built with WordPress and using Clover in Pittsburgh cafes and bars | 1 | 49% | 0% | 48.8% | The best of the sites built with WordPress in Pittsburgh cafes and bars: Long Story Short (Formerly Cinderlands Foederhouse) (A 100%, https://directindex.org/r/cinderlands.com); Kung Fu Tea (A 87.5%, https://directindex.org/r/kungfutea.com); Fat Head's (B 73.8%, https://directindex.org/r/fatheads.com); The Church Brew Works (B 72.3%, https://directindex.org/r/churchbrew.com); Jason Aldean's Kitchen + Bar (C 61.5%, https://directindex.org/r/jasonaldeansbar.com). With the three fixes above (No structured data for the business; No menu or price list found; Clover's terms ban bots and automated use, but a direct form on your own site has no such limit), the score would be about 90.3%. That would be 6th of 99 in Pittsburgh cafes and bars, up from 68th. ## The direct record What agents get for OTB Bicycle Cafe, as JSON: https://directindex.org/api/direct/otbbicyclecafe.com - Book: none on record - Order: https://www.clover.com/online-ordering/over-the-bar-bicycle-cafe-pittsburgh (vendor on own site: Clover; found by the scan of 2026-10-24, not yet tested) - Menu: none on record - Hours: none on record - Phone: +1-412-381-3698 - Stable links that count: https://directindex.org/go/otbbicyclecafe.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): 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 - Vendor terms for agents, Clover: No. Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Read 2026-10-15: https://www.clover.com/consumer/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 0 | 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/otbbicyclecafe.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: 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: no Keep watching this business (https://directindex.org/r/otbbicyclecafe.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/otbbicyclecafe.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 ยท Rescan now: https://directindex.org/scan?url=otbbicyclecafe.com&force=1