The Cutting Edge
auburncuttingedge.com is hard for agents to use.
Listed by Overture Maps.
Ways to reach The Cutting Edge directly, with no marketplace in between. Checked 2026-10-23. Report a mistake
1783 Centre St, 02132-1545, West Roxbury · +16173258467
Places near The Cutting Edge that take a booking or an order on their own website, with no marketplace in between.
The website's grade
An AI assistant can open The Cutting Edge's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.
28 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.
The assistants were asked 12 everyday questions about Boston hairdressers and beauty salons and named 30 places. The Cutting Edge wasn't one of them. See who was named →
How The Cutting Edge compares
422 of 665 in Boston hairdressers and beauty salons
Top 63% of the sites scanned in this index. Just above: Stewart Aesthetics Llc D, Thai Spa West Broadway D. Just below: The Knowles Hair Salon D, The Salons at Area 129 D.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 94% | no |
| Publish the menu or price list as HTML | 15% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 18% | no |
| Have an llms.txt | 46% | no |
The top 10% are the 68 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Nail Maxx Co | 56 m | C | yes |
| Feitheog Massage Therapy | 67 m | F | no |
| Epiphany Hair Care Studio | 199 m | C | yes |
| Deluxe Laser Boston | 341 m | D | no |
| Perfect 10 Unisex Salon | 440 m | F | no |
| Lady Lane Designs LLC | 441 m | F | no |
| Park Place Medical Aesthetics | 477 m | B | yes |
| locs concept | 640 m | F | no |
| Hairdressing By Ron Hodges | 941 m | F | no |
| Inspiration Salon and Spa | 953 m | B | yes |
Businesses like The Cutting Edge in Boston hairdressers and beauty salons
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston hairdressers and beauty salons | 665 | 49% | 20% | 43.1% |
The best of the businesses of the same kind in Boston hairdressers and beauty salons
ZENAROSE SALON A 92.3% · Vixx Salon & Barbershop A 89.2% · Tweed Barbers of Boston A 87.7% · Unique Verve A 87.5% · Bella Sante Spas A 86.2%
After the top fixes
With the three fixes above (No structured data for the business; No online booking link on the website; No price list of services found), the score would be about 95.4%, which would be first of 665 in Boston hairdressers and beauty salons.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
What to fix first
- No structured data for the business +14 points
Add schema.org JSON-LD for the business (HairSalon, BeautySalon or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No online booking link on the website +13 points
There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page. How to fix it
- No price list of services found +7 points
Agents answer 'what do they offer and what does it cost?' from marketplaces and directories instead. Add a page that lists services and prices as text, and link to it from the homepage. How to fix it
- No llms.txt no points, but worth doing
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
- The phone number on the site doesn't match the open map data
The site shows 3348261600, but OpenStreetMap or Overture Maps lists +16173258467. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.
Send the fixes to your web person
No one is listed yet to fix this in Boston hairdressers and beauty salons. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the main AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
Builder: unknown
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.
Show the code to paste
Structured data (JSON-LD)
Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "The Cutting Edge",
"url": "http://auburncuttingedge.com",
"telephone": "+16173258467",
"address": "1783 Centre St, 02132-1545, West Roxbury",
"geo": {
"@type": "GeoCoordinates",
"latitude": 42.287737,
"longitude": -71.151652
}
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# The Cutting Edge > local business in 1783 Centre St, 02132-1545, West Roxbury, Boston hairdressers and beauty salons. Phone +16173258467. ## About - Website: http://auburncuttingedge.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for The Cutting Edge
No direct path on record: the scan of 2026-10-23 found no booking or ordering link on auburncuttingedge.com or on a vendor's site. The same record is served as JSON at /api/direct/auburncuttingedge.com, through the MCP tool direct_record and in the city feed /city/boston-salons/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +16173258467 |
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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 |
Level 1 of 5, Basic Web Presence
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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 | 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 | no |