# Lviv Croissants: Agent-Direct Score D (50.8%)

Site: https://lvivcroissants.com/no
Report: https://directindex.org/r/lvivcroissants.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Lviv Croissants is hard for agents to use.

## What to fix first
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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": "CafeOrCoffeeShop",
  "name": "Lviv Croissants",
  "url": "https://lvivcroissants.com/no",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 59.915979,
    "longitude": 10.751826
  },
  "openingHours": "Mo-Fr 09:00-20:00, Sa-Su 10:00-20:00"
}
</script>
```

## 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 (Organization).** but without address, phone or hours

## Since the scan of 2026-10-14 (D then)
- Fixed: nothing
- New: nothing

## Where it stands
110 of 216 in Oslo cafes and bars. Top 51% 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% | no |
| Publish the menu or price list as HTML | 41% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 9% | no |
| Have an llms.txt | 18% | yes |

Nearest places in the index: Torggata Botaniske (F, 23 m, https://directindex.org/r/torggatabotaniske.no); Ochaya – The Matcha (C, 32 m, https://directindex.org/r/ochaya.no); Lucky Duck (F, 46 m, https://directindex.org/r/luckyduck.no); Goldie (F, 48 m, https://directindex.org/r/goldie.no); Henry & Sally's (D, 54 m, https://directindex.org/r/mikkeller.com); The Good Knight (C, 59 m, https://directindex.org/r/goodknight.no); Tilt (C, 75 m, https://directindex.org/r/tiltoslo.no); Oche (C, 82 m, https://directindex.org/r/oche.com); Billy Bob's (C, 100 m, https://directindex.org/r/billybobs.no); John Dee Live Club & Pub (D, 100 m, https://directindex.org/r/rockefeller.no).

## 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.

Score over 2 scans since 2026-10-14: 2026-10-14 51%, 2026-10-15 51%.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 50.8%.

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

## Businesses like Lviv Croissants in Oslo cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Oslo cafes and bars | 216 | 48% | 14% | 50.8% |
| Built with WordPress in Oslo cafes and bars | 45 | 55% | 20% | 50.8% |

The best of Built with WordPress in Oslo cafes and bars: KUMI (B 84.6%, https://directindex.org/r/kumi.no); Bakerina (B 75.4%, https://directindex.org/r/bakerina.no); Fjær Konfekt (B 73.8%, https://directindex.org/r/fjaerkonfekt.no); Pokalen Parkveien (B 72.5%, https://directindex.org/r/pokalenpub.no); Bohemen (B 70%, https://directindex.org/r/bohemen.no).

With the three fixes above (No booking or ordering path at all; Structured data is incomplete; No menu or price list found) the score would be about 95.4%: first of 216 in Oslo cafes and bars.

This site appears in 3 cities (4 places on lvivcroissants.com). https://directindex.org/brand/lvivcroissants.com

## The direct record
What agents get for Lviv Croissants, as JSON: https://directindex.org/api/direct/lvivcroissants.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Fr 09:00-20:00, Sa-Su 10:00-20:00 (from OpenStreetMap)
- Phone: none on record

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 0 | 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/lvivcroissants.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: yes
- llms.txt: yes
- API catalog (RFC 9727): yes
- 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: yes
- 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: yes
- 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/lvivcroissants.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=lvivcroissants.com&force=1