Harvard Club of Boston
harvardclub.com is mostly ready for agents.
46 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
What to fix first
- The server turns AI crawlers away at the door
Live fetches as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. How to fix it
- Structured data is incomplete
Missing: address, telephone, opening hours. How to fix it
- No llms.txt
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.
- Structured data present (Organization) but without address, phone or 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.
Builder: unknown · Front: cloudflare · Cloudflare in front; AI crawlers blocked at the edge
304 of 828 in Boston
Top 37% of the sites scanned in this index. Just above: Wingstop B, Wahlburgers B. Just below: House of Blues B, Mass Ave Diner B.
| 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% | no |
| Structured data with address, phone and hours | 46% | no |
| Have an llms.txt | 18% | no |
The top tenth is the 84 best-scoring reachable sites of the index at the last refresh.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| UNI japanese | 38 m | A | yes |
| Deuxave french | 97 m | A | yes |
| J.P. Licks ice_cream | 199 m | C | yes |
| Teriyaki House bubble_tea, sushi | 200 m | C | yes |
| Shah's Halal Food middle_eastern | 205 m | A | yes |
| Little Steve’s Pizzeria pizza | 206 m | F | no |
| Café Sauvage french | 217 m | B | yes |
| Sonsie | 238 m | A | yes |
| Love Art Sushi sushi, poke, seafood | 241 m | A | yes |
| Dillon's | 272 m | A | 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.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| 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/harvardclub.com"><img src="https://directindex.org/badge/harvardclub.com.svg" alt="Agent-Direct Score B" 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.