# Roberto's: Agent-Direct Score B (80%)

Site: http://www.roberto089.com/
Report: https://directindex.org/r/ipmum.com.sg
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Roberto's is mostly ready for agents.

## Direct links
- Order directly: https://www.ipmum.com.sg/online-learning-platform/ (on the business's own site)
- Phone: +1 718 733-9503

## What to fix first
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Roberto's",
  "url": "http://www.roberto089.com/",
  "telephone": "+1 718 733-9503",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Crescent Avenue 603",
    "postalCode": "10458",
    "addressLocality": "Bronx"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.8537396,
    "longitude": -73.8884134
  },
  "servesCuisine": [
    "italian"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.ipmum.com.sg/online-learning-platform/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Roberto's

> restaurant (italian) in Crescent Avenue 603 10458 Bronx, New York. Phone +1 718 733-9503.

## Book or order directly

- Order: https://www.ipmum.com.sg/online-learning-platform/ (on the business's own site)

## About

- Website: http://www.roberto089.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** address, phone
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
1031 of 4270 in New York. Top 24% of the sites scanned in this index.

| What the top tenth 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% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Ajo & Orégano Restaurant (F, 72 m, https://directindex.org/r/ajoyoregano.com); Frankie's (B, 131 m, https://directindex.org/r/frankiesrestaurantarthurave.com); Michaelangelo's Little Italy (B, 437 m, https://directindex.org/r/michaelangelosnyc.com); Little Caesars (F, 974 m, https://directindex.org/r/littlecaesars.com); Liberato Restaurant (F, 1416 m, https://directindex.org/r/liberatorestaurant.com); Antojitos de Mangú (B, 1888 m, https://directindex.org/r/antojitosdelmanguny.com); Salsa Con Fuego (A, 2147 m, https://directindex.org/r/salsaconfuego.com); I Love NY Pizza (B, 2829 m, https://directindex.org/r/ilovenypizzamenu.com); Osaka Sushi (B, 2920 m, https://directindex.org/r/osakasushibx.com); Hook & Reel Cajun Seafood & Bar (A, 2936 m, https://directindex.org/r/hookreel.com).

## What assistants answer
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.

Against its peers: Sites built with WordPress 58% (28% A or B, 36794 sites); This site 80%.

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

## Businesses like Roberto's in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 80% |
| Built with WordPress in New York | 667 | 67% | 49% | 80% |

The best of Built with WordPress in New York: Club A Steakhouse (A 100%, https://directindex.org/r/clubasteakhouse.com); East Coast Burger (A 100%, https://directindex.org/r/ecbny.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Kokomo (A 100%, https://directindex.org/r/kokomonyc.com); Manuela (A 100%, https://directindex.org/r/manuela-nyc.com).

With the two fixes above (No menu or price list found; Structured data is incomplete) the score would be about 95.4%: 74th of 4,270 in New York, up from 1031st.

## The direct record
What agents get for Roberto's, as JSON: https://directindex.org/api/direct/ipmum.com.sg
- Book: none on record
- Order: https://www.ipmum.com.sg/online-learning-platform/ (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +1 718 733-9503
- Stable links that count: https://directindex.org/go/ipmum.com.sg/order

## 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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 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/ipmum.com.sg
- 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: yes

Deep report: https://directindex.org/r/ipmum.com.sg/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=ipmum.com.sg&force=1