Flour + Water

What to fix first

1. No structured data for the business +14 points

   Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

2. Booking only through resy +5 points

   Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor

3. No llms.txt no points, still worth doing

   Optional today, cheap to add: a short text file describing the business for language models. How to fix it

No one is listed yet to fix this in San Francisco. List your agency or yourself: free, reviewed by hand.

Already right

• robots.txt lets AI crawlers in No rule blocks the key AI user agents.
• AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
• Menu or price list is an HTML page Agents can read items and prices directly.
• Ordering through toast on your own domain No marketplace commission, and the guest stays yours.
• Toast lets agents act only through its partners Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

Builder: wordpress · Front: cloudflare

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.

Structured data (JSON-LD) Copy

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Flour + Water",
  "url": "https://flourandwater.com",
  "telephone": "+1 415-826-7000",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Harrison Street 2401"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7589266,
    "longitude": -122.41238
  },
  "openingHours": "17:00-20:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "17:00",
      "closes": "20:30"
    }
  ],
  "servesCuisine": [
    "italian"
  ],
  "hasMenu": "https://www.flourandwater.com/menus/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/flour-water-sf-2401-harrison-street/giftcards",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt Copy

Save as /llms.txt at the root of the site. Guide.

# Flour + Water

> restaurant (italian) in Harrison Street 2401, San Francisco. Phone +1 415-826-7000.

## Book or order directly

- Order: https://www.toasttab.com/flour-water-sf-2401-harrison-street/giftcards (through toast acting for the business)
- Menu: https://www.flourandwater.com/menus/

## Opening hours

17:00-20:30

## About

- Website: https://flourandwater.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.

497 of 1,142 in San Francisco

Top 44% of the sites scanned in this index. Just above: Bun Mee C, Fifty Vara C. Just below: Heirloom Cafe C, Hi-Way C.

The top tenth is the 115 best-scoring reachable sites of the index at the last refresh.

Against its peers

Nearest places with a similar menu

Businesses like Flour + Water in San Francisco

The best of Built with WordPress and using Resy in San Francisco

Chīsai Sushi Club B 73.8% · Brenda's French Soul Food C 67.7% · Brenda's Meat & Three C 66.2% · Poesia C 66.2%

The climb

With the two fixes above (No structured data for the business; Booking only through resy) the score would be about 95.4%: 15th of 1,142 in San Francisco, up from 497th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

What agents get for Flour + Water

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/flourandwater.com, through the MCP tool direct_record and in the city feed /city/san-francisco/direct.json.

Stable links that count: /go/flourandwater.com/order, /go/flourandwater.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

Not measured at this scan; the next scan measures it.

Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Source. About Toast · all vendors.

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

<a href="https://directindex.org/r/flourandwater.com"><img src="https://directindex.org/badge/flourandwater.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now Markdown

Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.