Machu Picchu
machupicchuboston.com is ready for agents.
Book directly: machupicchuboston.com/reserve?source=pop_up&spot_id=42604&de on the business's own site · Order directly: order.toasttab.com/online/machupicchu?source=pop_up&spot_id= through toast acting for the business · Menu: machupicchuboston.com/food-menu
See what an AI agent reads on this site →
77 of 80 points available
agent-readiness level, Basic Web Presence
thing to fix
Action test, 2026-10-14: completed, an agent can reach the step before confirming. A OpenTable widget renders on the page and can be used without a login.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
What to fix first
- No llms.txt no points, still worth doing
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Boston. List your agency or yourself: free, reviewed by hand.
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
- Menu or price list is an HTML page Agents can read items and prices directly.
- Booking on your own site Agents can book without a marketplace in the loop.
- Ordering through toast on your own domain No marketplace commission, and the guest stays yours.
Builder: unknown · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Machu Picchu > restaurant (peruvian) in Somerville Avenue 307 02143 Somerville, Boston. Phone 6176287070. ## Book or order directly - Book: https://machupicchuboston.com/reserve?source=pop_up&spot_id=42604&destination=reservations&promotion=custom_promotion (on the business's own site) - Order: https://order.toasttab.com/online/machupicchu?source=pop_up&spot_id=42604&destination=order&promotion=order_online (through toast acting for the business) - Menu: https://machupicchuboston.com/food-menu ## Opening hours Su-Th 11:30-22:00, Fr-Sa 11:00-23:00, Su 11:00-21:00 ## About - Website: https://machupicchuboston.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
12 of 924 in Boston
Top 1% of the sites scanned in this index. Just above: Honeygrow A, Joe's Pizza A. Just below: Ostra A, Sorellina A.
| 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 47% | yes |
| Have an llms.txt | 16% | no |
The top tenth is the 93 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Toast 1,749 sites | 74% | 62% | 96.3% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Union Square Donuts donut | 44 m | F | no |
| Nibble Kitchen global, international | 105 m | D | no |
| Hot Box pizza, south_shore_bar_pizza, north_shore_roast_beef | 107 m | F | no |
| Neighborhood Restaurant diner | 114 m | C | yes |
| Himalayan Kitchen kebab, indian | 129 m | C | yes |
| El Potro mexican | 168 m | B | yes |
| Buk Kyung 북경반점（新） korean | 176 m | D | no |
| Mandarin Chinese Restaurant chinese | 195 m | D | no |
| Field & Vine | 237 m | C | yes |
| Bronwyn german | 238 m | C | yes |
Level 1 of 5, Basic Web Presence
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/machupicchuboston.com"><img src="https://directindex.org/badge/machupicchuboston.com.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Deep report 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.