# Saison Cellar & Wine Bar: Agent-Direct Score C (67.7%) Site: HTTP://www.saisonwinebar.com/ Report: https://directindex.org/r/saisonwinebar.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.) Saison Cellar & Wine Bar is partly visible to agents. An AI assistant can open Saison Cellar & Wine Bar's website. It can read what Saison Cellar & Wine Bar offers. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Menu: https://saisonwinebar.com/sanfrancisco/menu/ - Phone: +16288004010 - Address: Townsend Street 234 94107 San Francisco - Hours, from OpenStreetMap · Overture Maps: Tu-Sa; 14:00-22:00 ## Nearby, also direct Places near Saison Cellar & Wine Bar that take a booking or an order on their own website, with no marketplace in between. - Victory Hall & Parlor (80 m): https://directindex.org/r/victoryhallsf.com - Woodbury (130 m): https://directindex.org/r/woodburysf.com - Alchemist (140 m): https://directindex.org/r/alchemistsf.com ## What to fix first - **Booking only through opentable.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. 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. ``` # Saison Cellar & Wine Bar > bar or pub in Townsend Street 234 94107 San Francisco, San Francisco cafes and bars. Phone +16288004010. ## Book or order directly - Menu: https://saisonwinebar.com/sanfrancisco/menu/ ## Opening hours Tu-Sa; 14:00-22:00 ## About - Website: HTTP://www.saisonwinebar.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. - **Structured data found (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 279 of 1053 in San Francisco cafes and bars. Top 26% 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 | 98% | no | | Publish the menu or price list as HTML | 83% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 32% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Cafe Okawari (F, 8 m, https://directindex.org/r/cafeokawari.com); Cafe Lambretta (Cento Coffee) (B, 14 m, https://directindex.org/r/nirvanasoulcoffee.com); Petit Marlowe (F, 17 m, https://directindex.org/r/petitmarlowesf.com); Twenty Five Lusk (B, 51 m, https://directindex.org/r/25lusk.com); Victory Hall & Parlor (B, 81 m, https://directindex.org/r/victoryhallsf.com); Woodbury (B, 134 m, https://directindex.org/r/woodburysf.com); Alchemist (B, 137 m, https://directindex.org/r/alchemistsf.com); Coffee Wafflee (C, 150 m, https://directindex.org/r/coffeewafflee.com); Local Tap (C, 190 m, https://directindex.org/r/localtapsf.com); Tazza D’ Amore (F, 199 m, https://directindex.org/r/tazzadamorecafe.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 OpenTable 69% (51% A or B, 6152 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/saisonwinebar.com/agent-view ## Businesses like Saison Cellar & Wine Bar in San Francisco cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in San Francisco cafes and bars | 1053 | 48% | 24% | 67.7% | | Sites built with WordPress in San Francisco cafes and bars | 180 | 56% | 27% | 67.7% | | Sites using OpenTable in San Francisco cafes and bars | 38 | 68% | 50% | 67.7% | | Sites built with WordPress and using OpenTable in San Francisco cafes and bars | 9 | 71% | 56% | 67.7% | The best of the sites built with WordPress and using OpenTable in San Francisco cafes and bars: Charmaine's rooftop bar (A 86.3%, https://directindex.org/r/properhotel.com); Cultivar Ghirardelli Square (A 86.2%, https://directindex.org/r/cultivarwine.com); Sam's Tavern (B 78.5%, https://directindex.org/r/samsgrill-sf.com); Chevys Fresh Mex (B 72.3%, https://directindex.org/r/chevys.com); Twenty Five Lusk (B 72.3%, https://directindex.org/r/25lusk.com). With the two fixes above (Booking only through opentable; Structured data is incomplete), the score would be about 95.4%. That would be 6th of 1,053 in San Francisco cafes and bars, up from 279th. ## The direct record What agents get for Saison Cellar & Wine Bar, as JSON: https://directindex.org/api/direct/saisonwinebar.com - Book: none on record - Order: none on record - Menu: https://saisonwinebar.com/sanfrancisco/menu/ (html_page; from the scan) - Hours: Tu-Sa; 14:00-22:00 (from OpenStreetMap) - Phone: +16288004010 - Stable links that count: https://directindex.org/go/saisonwinebar.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 - Vendor terms for agents, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 3 | 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/saisonwinebar.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: yes - 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/saisonwinebar.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/saisonwinebar.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=saisonwinebar.com&force=1