# Clementina: Agent-Direct Score B (84.6%)

Site: https://clementinamontclair.com
Report: https://directindex.org/r/clementinamontclair.com
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.)
Clementina is mostly ready for agents.

## Direct links
- Order directly: https://order.toasttab.com/online/clementina-627-valley-road (through toast acting for the business)
- Phone: +1 973-746-5151

## What to fix first
- **Menu or price list lives on another site.** (+5 points) The link points to toasttab.com, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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

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

```
# Clementina

> restaurant (italian) in Valley Road 627 07043 Montclair, New York. Phone +1 973-746-5151.

## Book or order directly

- Order: https://order.toasttab.com/online/clementina-627-valley-road (through toast acting for the business)
- Menu: https://order.toasttab.com/online/clementina-627-valley-road

## Opening hours

We-Sa 17:00-22:00; Su 17:00-20:00

## About

- Website: https://clementinamontclair.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 (Restaurant).** address, phone, opening hours
- **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.

## Where it stands
678 of 4270 in New York. Top 16% 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% | yes |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: De Novo (B, 128 m, https://directindex.org/r/denovoeuropeanpub.com); Sparo's Deli & Catering (A, 242 m, https://directindex.org/r/sparosdeli.com); La Couronne Restaurant (B, 1367 m, https://directindex.org/r/lacouronnerestaurant.com); Anthony Francos Pizza (C, 1701 m, https://directindex.org/r/afpizza.com); Popolari - Bloomfield (A, 2380 m, https://directindex.org/r/lapopolari.com); La Rocca Osteria (D, 2985 m, https://directindex.org/r/laroccaosteria.com); Boschetto (D, 3023 m, https://directindex.org/r/boschettonj.com); Sapori Ristorante (B, 3112 m, https://directindex.org/r/saporimontclair.com); Italiana by Zod (D, 3124 m, https://directindex.org/r/italianabyzod.com); Fresco da Franco (B, 3244 m, https://directindex.org/r/frescodafranco.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 using Resy 69% (48% A or B, 600 sites); Sites using Toast 74% (63% A or B, 1884 sites); This site 84.6%.

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

## Businesses like Clementina in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 84.6% |
| Using Resy in New York | 273 | 69% | 48% | 84.6% |

The best of Using Resy in New York: Verde (A 95.4%, https://directindex.org/r/verdeonsmith.com); Barrio Chino (A 93.8%, https://directindex.org/r/barriochinony.com); Concrete (A 93.8%, https://directindex.org/r/concrete-brooklyn.com); Beyond Sushi - Vegan Restaurant (A 92.3%, https://directindex.org/r/beyondsushi.com); Soho Diner (A 92.3%, https://directindex.org/r/sohodinernyc.com).

With the two fixes above (Menu or price list lives on another site; Booking only through resy) the score would be about 100%: first of 4,270 in New York.

## The direct record
What agents get for Clementina, as JSON: https://directindex.org/api/direct/clementinamontclair.com
- Book: none on record
- Order: https://order.toasttab.com/online/clementina-627-valley-road (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://order.toasttab.com/online/clementina-627-valley-road (external; from the scan)
- Hours: We-Sa 17:00-22:00; Su 17:00-20:00 (closed now) (from OpenStreetMap)
- Phone: +1 973-746-5151
- Stable links that count: https://directindex.org/go/clementinamontclair.com/order, https://directindex.org/go/clementinamontclair.com/menu
- Agents and people followed 2 direct links to this business this month (2 by AI agents).

## 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
- Vendor terms for agents, Toast: Partners only. 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/

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 20 | 25 |
| Actionable | 10 | 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/clementinamontclair.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: 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/clementinamontclair.com/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=clementinamontclair.com&force=1