# Public Interest: Agent-Direct Score A (87.7%)

Site: https://www.publicinterestdc.com/
Report: https://directindex.org/r/publicinterestdc.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.)
Public Interest is ready for agents.
An AI assistant can open Public Interest's website. It can read what Public Interest offers. It finds a way to book or order directly, through OpenTable.

## Direct links
- Book directly: https://www.opentable.com/widget/reservation/loader?rid=1501594&type=standard&theme=wide&color=2&iframe=false&domain=com&lang=en-US&newtab=true&ot_source=Restaurant%20website (through opentable acting for the business)
- Menu: https://www.publicinterestdc.com/downtown-dc-restaurant
- Phone: (771) 249-8624

## Nearby, also direct
Places near Public Interest that take a booking or an order on their own website, with no marketplace in between.
- Barbouzard (100 m): https://directindex.org/r/barbouzard.com
- LA Cafe (100 m): https://directindex.org/r/laprimacatering.com
- Maggiano's (100 m): https://directindex.org/r/epa.gov

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Public Interest",
  "url": "https://www.publicinterestdc.com/",
  "telephone": "(771) 249-8624",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 38.9022544,
    "longitude": -77.0414455
  },
  "acceptsReservations": "https://www.opentable.com/widget/reservation/loader?rid=1501594&type=standard&theme=wide&color=2&iframe=false&domain=com&lang=en-US&newtab=true&ot_source=Restaurant%20website",
  "hasMenu": "https://www.publicinterestdc.com/downtown-dc-restaurant",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com/widget/reservation/loader?rid=1501594&type=standard&theme=wide&color=2&iframe=false&domain=com&lang=en-US&newtab=true&ot_source=Restaurant%20website",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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 (Restaurant).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through opentable on your own domain.** There's no marketplace commission, and the customer stays yours.
- **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
219 of 1686 in Washington, DC. Top 13% 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 | 100% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 19% | yes |

Nearest places in the index: The Best Sandwich Place (D, 65 m, https://directindex.org/r/thebestsandwichplace.com); Deus Ex Machina (C, 82 m, https://directindex.org/r/deuscustoms.com); Au Bon Pain (F, 101 m, https://directindex.org/r/yum.com); Barbouzard (B, 102 m, https://directindex.org/r/barbouzard.com); LA Cafe (B, 103 m, https://directindex.org/r/laprimacatering.com); Maggiano's (C, 103 m, https://directindex.org/r/epa.gov); Ranch 1 (D, 109 m, https://directindex.org/r/ranchone.com); District Seafood (F, 114 m, https://directindex.org/r/gulfseafood.org); Restaurant Kolumbia (F, 124 m, https://directindex.org/r/tarbouche.com); The Square (D, 142 m, https://directindex.org/r/dcthesquare.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 22 everyday questions about Washington, DC and named 140 places. Public Interest wasn't one of them. See who was named: https://directindex.org/city/washington/recommended


Compared with its peers: Sites using OpenTable 69% (51% A or B, 6152 sites); This site 87.7%.

See what an AI agent reads on this site: https://directindex.org/r/publicinterestdc.com/agent-view

## Businesses like Public Interest in Washington, DC

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Washington, DC | 1686 | 56% | 40% | 87.7% |
| Sites using OpenTable in Washington, DC | 104 | 71% | 63% | 87.7% |

The best of the sites using OpenTable in Washington, DC: Chez Billy (A 96.3%, https://directindex.org/r/chezbillysud.com); Pisco y Nazca (A 95.4%, https://directindex.org/r/piscoynazca.com); Tiffany's Bar & Bistro (A 95.4%, https://directindex.org/r/tiffanysbistrobar.com); Bresca (A 92.3%, https://directindex.org/r/brescadc.com); Letena (A 92.3%, https://directindex.org/r/letenadc.com).

With the fix above (Structured data is incomplete), the score would be about 92.3%. That would be 82nd of 1,686 in Washington, DC, up from 219th.

## The direct record
What agents get for Public Interest, as JSON: https://directindex.org/api/direct/publicinterestdc.com
- Book: https://www.opentable.com/widget/reservation/loader?rid=1501594&type=standard&theme=wide&color=2&iframe=false&domain=com&lang=en-US&newtab=true&ot_source=Restaurant%20website (vendor on own site: OpenTable; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://www.publicinterestdc.com/downtown-dc-restaurant (html_page; from the scan)
- Hours: none on record
- Phone: (771) 249-8624
- Stable links that count: https://directindex.org/go/publicinterestdc.com/book, https://directindex.org/go/publicinterestdc.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 | 22 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 3 of 5, Agent-Readable. Cloudflare's report: https://isitagentready.com/publicinterestdc.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: yes
- Markdown on Accept: text/markdown: yes
- llms.txt: yes
- 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: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/publicinterestdc.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/publicinterestdc.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=publicinterestdc.com&force=1