oakhillpizzeria.com is largely invisible to agents.
See what an AI agent reads on this site →
25 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.
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it
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.
Builder: wordpress · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "Oak Hill Pizza",
"url": "https://oakhillpizzeria.com/",
"telephone": "+1 617-964-7009",
"address": {
"@type": "PostalAddress",
"streetAddress": "Saw Mill Brook Parkway 665",
"postalCode": "02459",
"addressLocality": "Newton"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 42.2915074,
"longitude": -71.1861312
},
"openingHours": "Mo-Sa 11:00-20:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday",
"Friday",
"Saturday"
],
"opens": "11:00",
"closes": "20:00"
}
],
"servesCuisine": [
"pizza"
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Oak Hill Pizza > restaurant (pizza) in Saw Mill Brook Parkway 665 02459 Newton, Boston. Phone +1 617-964-7009. ## Opening hours Mo-Sa 11:00-20:00 ## About - Website: https://oakhillpizzeria.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 63% of the sites scanned in this index. Just above: Gennaro's F, Momosan Morimoto F. Just below: Taqueria El Barrio F, Thai Basil Restaurant F.
| 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 | 98% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 16% | no |
The top tenth is the 93 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 35,830 sites | 57% | 26% | 38.5% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Bertucci's pizza, italian | 2.4 km | B | yes |
| Boston Ale House american | 2.6 km | C | yes |
| West Napoli Pizza american, italian, italian_pizza | 2.6 km | D | yes |
| Bread Thyme lebanese | 2.6 km | B | yes |
| Phu-Ket Thai Restaurant thai | 2.7 km | C | no |
| Vineripe grill american | 2.9 km | C | no |
| Himalayan Bistro regional | 3.0 km | B | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 925 | 48% | 37% | 38.5% |
| Built with WordPress in Boston | 149 | 69% | 50% | 38.5% |
Fogo de Chão A 100% · Eddie Merlot's A 96.3% · Ostra A 96.3% · Sorellina A 96.3% · Chick-fil-A A 95.4%
With the three fixes above (No structured data for the business; No booking or ordering path at all; No menu or price list found) the score would be about 95.4%: 16th of 925 in Boston, up from 586th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
No direct path on record: the scan of 2026-10-14 found no booking or ordering link on oakhillpizzeria.com or on a vendor's site. The same record is served as JSON at /api/direct/oakhillpizzeria.com, through the MCP tool direct_record and in the city feed /city/boston/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | Mo-Sa 11:00-20:00 (open now) | from OpenStreetMap |
| Phone | +1 617-964-7009 |
Owners: claim the business below to correct this record; the claim email carries the link.
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 | no |
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.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/oakhillpizzeria.com"><img src="https://directindex.org/badge/oakhillpizzeria.com.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
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.