# Papa Johns Pizza: Agent-Direct Score C (62%) Site: https://www.papajohns.qa/?utm_source=yext-bing&utm_medium=organic-search&utm_campaign=local-listing Report: https://directindex.org/r/papajohns.qa Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Papa Johns Pizza is partly visible to agents. Some AI assistants are turned away by Papa Johns Pizza's website. It can read what Papa Johns Pizza offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://papajohns.qa/contact-free-delivery (on the business's own site) - Menu: https://order.papajohns.qa/?lang=en - Phone: 31214040 - Address: 66 West Bay Lagoon Street, Building 80, Street Number 615, , Doha - Languages: Arabic, English ## Nearby, also direct Places near Papa Johns Pizza that take a booking or an order on their own website, with no marketplace in between. - STK Doha (100 m): https://directindex.org/r/stk-doha.com - 974 Delights (2.3 km): https://directindex.org/r/abahospitality.com - İstinye Kahvecisi (2.8 km): https://directindex.org/r/istinyekahvecisi.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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), 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 ## 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. ``` # Papa Johns Pizza > local business in 66 West Bay Lagoon Street, Building 80, Street Number 615, , Doha, Doha cafes and bars. Phone 31214040. ## Book or order directly - Order: https://papajohns.qa/contact-free-delivery (on the business's own site) - Menu: https://order.papajohns.qa/?lang=en ## About - Website: https://www.papajohns.qa/?utm_source=yext-bing&utm_medium=organic-search&utm_campaign=local-listing - 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. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 25 of 129 in Doha cafes and bars. Top 19% 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 | 69% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | no | | Structured data with address, phone and hours | 38% | no | | Have an llms.txt | 38% | no | Nearest places in the index: STK Doha (B, 99 m, https://directindex.org/r/stk-doha.com); Tim Hortons (D, 1297 m, https://directindex.org/r/timhortonsgcc.com); 974 Delights (B, 2337 m, https://directindex.org/r/abahospitality.com); Auburn cafe - speciality coffee (F, 2448 m, https://directindex.org/r/auburn-cafe.com); Chapati & Karak Cafe (F, 2674 m, https://directindex.org/r/katara.net); EllaMia (C, 2714 m, https://directindex.org/r/mondrianhotels.com); İstinye Kahvecisi (F, 2815 m, https://directindex.org/r/istinyekahvecisi.com); Sugar & Spice (F, 2880 m, https://directindex.org/r/sugarandspiceqatar.com); MonkeyTale Doha (C, 3199 m, https://directindex.org/r/monkeytale.me); Bold.qa (D, 3271 m, https://directindex.org/r/bold.qa). ## 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 Webflow 56% (22% A or B, 8562 sites); This site 62%. See what an AI agent reads on this site: https://directindex.org/r/papajohns.qa/agent-view ## Businesses like Papa Johns Pizza in Doha cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Doha cafes and bars | 129 | 41% | 10% | 62% | | Sites built with Webflow in Doha cafes and bars | 6 | 60% | 33% | 62% | The best of the sites built with Webflow in Doha cafes and bars: STK Doha (B 83.1%, https://directindex.org/r/stk-doha.com); Wahm Lounge Doha (B 76.9%, https://directindex.org/r/wahmdoha.com); Hunters Room and Grill (D 50.8%, https://directindex.org/r/huntersdoha.com); Smoking Rooms (D 47.7%, https://directindex.org/r/dohahamadairport.com); Irish Harp Doha (F 38.5%, https://directindex.org/r/irishharpdoha.com). With the two fixes above (No structured data for the business; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 2nd of 129 in Doha cafes and bars, up from 25th. ## The direct record What agents get for Papa Johns Pizza, as JSON: https://directindex.org/api/direct/papajohns.qa - Book: none on record - Order: https://papajohns.qa/contact-free-delivery (own site; found by the scan of 2026-10-22, not yet tested) - Menu: https://order.papajohns.qa/?lang=en (html_page; from the scan) - Hours: none on record - Phone: 31214040 - Stable links that count: https://directindex.org/go/papajohns.qa/order, https://directindex.org/go/papajohns.qa/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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 7 | 25 | | Actionable | 15 | 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/papajohns.qa - 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/papajohns.qa/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/papajohns.qa/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=papajohns.qa&force=1