# Shopping Light: Agent-Direct Score D (50.8%)

Site: https://shoppinglight.com.br/
Report: https://directindex.org/r/shoppinglight.com.br
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Shopping Light is hard for agents to use.

## What to fix first
- **Structured data is incomplete.** Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** 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
- **No booking or ordering path at all.** 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
- **No llms.txt.** 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

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

## Where it stands
Rank 17 of 74 in São Paulo tours, attractions and museums (top 23%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 50% | no |
| Publish the menu or price list as HTML | 40% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | yes |
| Structured data with address, phone and hours | 10% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: MUB3 - Museu da Bolsa do Brasil (F, 436 m, https://directindex.org/r/mub3.org.br); Farol Santander São Paulo (F, 469 m, https://directindex.org/r/farolsantander.com.br); Edifício Itália (D, 516 m, https://directindex.org/r/edificioitalia.com.br); Pateo do Collegio (C, 632 m, https://directindex.org/r/pateodocollegio.com.br); Museu Judaico de São Paulo (D, 844 m, https://directindex.org/r/museujudaicosp.org.br); Mercado Municipal de São Paulo (D, 1091 m, https://directindex.org/r/oportaldomercadao.com.br); Capela dos Aflitos (D, 1127 m, https://directindex.org/r/arquisp.org.br); Catavento Cultural e Educacional (F, 1146 m, https://directindex.org/r/cataventocultural.org.br); Museu da Língua Portuguesa (F, 1353 m, https://directindex.org/r/museudalinguaportuguesa.org.br); Sala São Paulo (F, 1389 m, https://directindex.org/r/salasaopaulo.art.br).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 8 | 25 |
| actionable | 0 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/shoppinglight.com.br
- 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: yes
- OAuth protected resource metadata: yes
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=shoppinglight.com.br&force=1