The Direct Index
Report · Boston cafes and bars · scanned 2026-10-14

The Last Drop

lastdropboston.com is mostly ready for agents.

Order directly: getbento.com/?utm_source=footer&utm_campaign=lastdropbos through bentobox acting for the business

See what an AI agent reads on this site →

B
72.3%

47 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. No menu or price list found +7 points

    Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it

  2. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  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 Boston cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: bentobox · Front: cloudflare

Fix kit

What to paste

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

Structured data (JSON-LD)

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": "BarOrPub",
  "name": "The Last Drop",
  "url": "https://www.lastdropboston.com/",
  "telephone": "+1-617-787-1111",
  "email": "lastdropbrighton@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Washington Street 596",
    "postalCode": "02135"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3503258,
    "longitude": -71.1666365
  },
  "openingHours": "Mo-Su 12:00-02:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "12:00",
      "closes": "02:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://getbento.com/?utm_source=footer&amp;utm_campaign=lastdropboston.com",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# The Last Drop

> bar or pub in Washington Street 596 02135, Boston cafes and bars. Phone +1-617-787-1111.

## Book or order directly

- Order: http://getbento.com/?utm_source=footer&amp;utm_campaign=lastdropboston.com (through bentobox acting for the business)

## Opening hours

Mo-Su 12:00-02:00

## About

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

86 of 274 in Boston cafes and bars

Top 31% of the sites scanned in this index. Just above: Stats Bar & Grille B, The Corner Pub B. Just below: Bloc B, Carrie Nation B.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain93%yes
Publish the menu or price list as HTML93%no
Let AI crawlers in (no edge block, no robots.txt block)100%yes
Structured data with address, phone and hours36%no
Have an llms.txt7%no

The top tenth is the 28 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with BentoBox 862 sites84%96%72.3%
Sites using BentoBox 322 sites83%93%72.3%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Glasser Coffee Co coffee_shop83 mCyes
Jim's Deli & Restaurant1.0 kmAno
Cafe Lava and Bento coffee_shop, breakfast1.3 kmCyes
Dash Cafe american1.4 kmCno
Hopsters1.7 kmFno
Kohi Coffee company coffee_shop2.1 kmCyes
Cafe Landwer2.1 kmByes
The Koji Club japanese2.2 kmByes
Yomie's Rice X Yogurt bubble_tea2.2 kmCyes
Pavement Coffeehouse2.6 kmDno
Agent readiness

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.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtno how
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes
Assistants

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.

Badge

Show the score

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

Agent-Direct Score B

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

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.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.