# Dr.Bubbles - Kemp's corner: Agent-Direct Score D (50.8%) Site: http://drbubbles.in/ Report: https://directindex.org/r/drbubbles.in Scanned: 2026-11-05 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Dr.Bubbles - Kemp's corner is hard for agents to use. An AI assistant can open Dr.Bubbles - Kemp's corner'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: +919967663030 - Address: nepeansea road, 400036, Mumbai ## Nearby, also direct Places near Dr.Bubbles - Kemp's corner that take a booking or an order on their own website, with no marketplace in between. - GREENR (390 m): https://directindex.org/r/greenr.in - Zerua (3.3 km): https://directindex.org/r/zeruamumbai.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 - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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 - **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. ``` # Dr.Bubbles - Kemp's corner > organization in nepeansea road, 400036, Mumbai, Mumbai cafes and bars. Phone +919967663030. ## About - Website: http://drbubbles.in/ - 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. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 137 of 344 in Mumbai 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 | 89% | no | | Publish the menu or price list as HTML | 44% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 25% | no | | Have an llms.txt | 50% | no | Nearest places in the index: Cafe Calma (D, 305 m, https://directindex.org/r/theshalimarhotel.com); GREENR (B, 389 m, https://directindex.org/r/greenr.in); Sky Lounge (F, 1119 m, https://directindex.org/r/krishnapalaceresidency.com); Three One Coffee Engineering (D, 1548 m, https://directindex.org/r/threeonecoffee.com); Pokket Cafe Chowpatty (D, 1588 m, https://directindex.org/r/pokketcafe.com); The Chocolate Room (D, 2334 m, https://directindex.org/r/thechocolateroomindia.com); Zerua (C, 3275 m, https://directindex.org/r/zeruamumbai.com); Creeda Board Game Cafe (D, 4313 m, https://directindex.org/r/creeda.in). ## 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. See what an AI agent reads on this site: https://directindex.org/r/drbubbles.in/agent-view ## Businesses like Dr.Bubbles - Kemp's corner in Mumbai cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Mumbai cafes and bars | 344 | 44% | 17% | 50.8% | The best of the businesses of the same kind in Mumbai cafes and bars: Cafe Popo (A 100%, https://directindex.org/r/eazydiner.com); Mimi Cafe & Bistro (A 100%, https://directindex.org/r/mimicafeandbistro.com); Novu - Coastal Bistro (A 100%, https://directindex.org/r/novualibaug.com); YVR Cafe (A 92.3%, https://directindex.org/r/yvr.cafe); Boulevard (A 89.2%, https://directindex.org/r/orchidhotel.com). With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 4th of 344 in Mumbai cafes and bars, up from 137th. ## The direct record What agents get for Dr.Bubbles - Kemp's corner, as JSON: https://directindex.org/api/direct/drbubbles.in - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +919967663030 ## 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 | 8 | 25 | | Actionable | 0 | 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/drbubbles.in - 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: 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: yes Keep watching this business (https://directindex.org/r/drbubbles.in/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/drbubbles.in/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=drbubbles.in&force=1