# Vivi Bubble Tea: Agent-Direct Score B (72.3%) Site: http://www.vivibubbleteaqm.com Report: https://directindex.org/r/vivibubbleteaqm.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Vivi Bubble Tea is mostly ready for agents. An AI assistant can open Vivi Bubble Tea's website. It can read what Vivi Bubble Tea offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://www.vivibubbleteaqm.com/order-now (on the business's own site) - Menu: https://www.vivibubbleteaqm.com/menu - Phone: +18572637645 - Address: 1 Faneuil Hall Market Pl, 02109, Boston ## Nearby, also direct Places near Vivi Bubble Tea that take a booking or an order on their own website, with no marketplace in between. - J.J. Donovan's Tavern (50 m): https://directindex.org/r/donovanssono.com - Ned Devine's Irish Pub (50 m): https://directindex.org/r/neddevinesboston.com - The Black Rose (120 m): https://directindex.org/r/blackroseboston.com - Boston Crawling (160 m): https://directindex.org/r/bostoncrawling.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 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. ``` # Vivi Bubble Tea > local business in 1 Faneuil Hall Market Pl, 02109, Boston, Boston cafes and bars. Phone +18572637645. ## Book or order directly - Order: https://www.vivibubbleteaqm.com/order-now (on the business's own site) - Menu: https://www.vivibubbleteaqm.com/menu ## About - Website: http://www.vivibubbleteaqm.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. - **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 143 of 484 in Boston cafes and bars. Top 30% 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 | 96% | yes | | Publish the menu or price list as HTML | 96% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 45% | no | | Have an llms.txt | 29% | no | Nearest places in the index: J.J. Donovan's Tavern (A, 46 m, https://directindex.org/r/donovanssono.com); Ned Devine's Irish Pub (A, 51 m, https://directindex.org/r/neddevinesboston.com); Wild Rover (B, 78 m, https://directindex.org/r/wildroverboston.com); The Hong Kong (C, 85 m, https://directindex.org/r/hongkongboston.com); The Black Rose (A, 117 m, https://directindex.org/r/blackroseboston.com); For Five Coffee Roasters (A, 129 m, https://directindex.org/r/forfivecoffee.com); Aristo Cafe-Boston, MA (B, 137 m, https://directindex.org/r/aristocafe.com); Tiki Rock (F, 154 m, https://directindex.org/r/tikirock.com); Boston Crawling (B, 158 m, https://directindex.org/r/bostoncrawling.com); Red Barn Coffee Roasters (D, 171 m, https://directindex.org/r/redbarncoffee.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. The assistants were asked 12 everyday questions about Boston cafes and bars and named 53 places. Vivi Bubble Tea wasn't one of them. See who was named: https://directindex.org/city/boston-cafes-bars/recommended Compared with its peers: Sites built with Squarespace 61% (41% A or B, 33756 sites); This site 72.3%. See what an AI agent reads on this site: https://directindex.org/r/vivibubbleteaqm.com/agent-view ## Businesses like Vivi Bubble Tea in Boston cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Boston cafes and bars | 484 | 52% | 32% | 72.3% | | Sites built with Squarespace in Boston cafes and bars | 74 | 71% | 57% | 72.3% | The best of the sites built with Squarespace in Boston cafes and bars: Brassica Kitchen + Cafe (A 95%, https://directindex.org/r/brassicakitchen.com); Caffé Ducali (A 95%, https://directindex.org/r/duca.li); Comfort Kitchen (A 95%, https://directindex.org/r/comfortkitchenbos.com); Shojo (A 95%, https://directindex.org/r/shojoboston.com); A Sanctuary Cafe (A 93.8%, https://directindex.org/r/asanctuarycafe.com). With the fix above (No structured data for the business), the score would be about 95.4%. That would be 6th of 484 in Boston cafes and bars, up from 143rd. ## The direct record What agents get for Vivi Bubble Tea, as JSON: https://directindex.org/api/direct/vivibubbleteaqm.com - Book: none on record - Order: https://www.vivibubbleteaqm.com/order-now (own site; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.vivibubbleteaqm.com/menu (html_page; from the scan) - Hours: none on record - Phone: +18572637645 - Stable links that count: https://directindex.org/go/vivibubbleteaqm.com/order, https://directindex.org/go/vivibubbleteaqm.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 (Square, Toast, or a vendor whose terms allow agents): no Found one hop past the home page: booking page /order-now: ordering via chowbus_pos, ordering link (other), ordering via ubereats_storefront. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 15 | 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/vivibubbleteaqm.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: no Keep watching this business (https://directindex.org/r/vivibubbleteaqm.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/vivibubbleteaqm.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=vivibubbleteaqm.com&force=1