176 Avenue (KLGCC)
176avenue.com is largely invisible to agents.
Listed by OpenStreetMap.
Ways to reach 176 Avenue (KLGCC) directly, with no marketplace in between. Checked 2026-10-16. Report a mistake
+60179906458
Places near 176 Avenue (KLGCC) that take a booking or an order on their own website, with no marketplace in between.
- Shapes by DHC1.6 km
- For Her - Muslimah Only1.7 km
The website's grade
AI assistants can't open 176 Avenue (KLGCC)'s website, so they go by what other sites say about it.
26 of 80 points available
agent-readiness level
things to fix
Action test, 2026-10-19: completed, an agent can get as far as the step before confirming. A Shopify widget renders on the page and can be used without a login.
Provisional, with 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.
How 176 Avenue (KLGCC) compares
357 of 428 in Kuala Lumpur hairdressers and beauty salons
Top 83% of the sites scanned in this index. Just above: Castle Unisex Hair Salon F, Zen Clinic F. Just below: Aki hair studio | Kuala Lumpur F, Barona Barbershop F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 95% | no |
| Publish the menu or price list as HTML | 16% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 86% | no |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 45% | no |
The top 10% are the 44 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 7,656 sites | 48% | 26% | 32.5% |
| Sites using Fresha 1,168 sites | 49% | 3% | 32.5% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Headspa by GOYO Malaysia | 372 m | D | no |
| LA Boheme Beauty Salon | 1.4 km | F | no |
| Glojas FUE Hair Transplant Specialist Malaysia | 1.5 km | C | no |
| Dr. K & Associates Clinic, Taman Tun Dr. Ismail | 1.6 km | D | no |
| SehatHair | 1.6 km | C | no |
| Shapes by DHC | 1.6 km | C | yes |
| Pusat Kesihatan dan Kecantikan NR | 1.7 km | D | no |
| Peek-a-boo Hair Salon | 1.7 km | D | no |
| For Her - Muslimah Only | 1.7 km | C | yes |
| Nian En Beauty Slimming & Spa Wellness | 1.8 km | D | no |
Businesses like 176 Avenue (KLGCC) in Kuala Lumpur hairdressers and beauty salons
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur hairdressers and beauty salons | 428 | 47% | 16% | 32.5% |
| Sites built with Shopify in Kuala Lumpur hairdressers and beauty salons | 40 | 59% | 33% | 32.5% |
| Sites using Fresha in Kuala Lumpur hairdressers and beauty salons | 6 | 50% | 0% | 32.5% |
| Sites built with Shopify and using Fresha in Kuala Lumpur hairdressers and beauty salons | 1 | 33% | 0% | 32.5% |
The best of the sites using Fresha in Kuala Lumpur hairdressers and beauty salons
SehatHair C 64.2% · Aromann Male Massage Therapy C 61.5% · Chop C 56.9% · Collab Hair Salon D 43.1% · Maldon Hair Salon D 43.1%
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Appointments only through fresha; Structured data is incomplete), the score would be about 87.5%. That would be 2nd of 428 in Kuala Lumpur hairdressers and beauty salons, up from 357th.
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
- The site turns away every visitor that isn't a browser, AI agents included +25 points
A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- Appointments only through fresha +12 points
Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. How to fix it About this vendor
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. 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
Send the fixes to your web person
No one is listed yet to fix this in Kuala Lumpur 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 There's no robots.txt, which means everything is allowed.
- Structured data found (Organization) no address, phone or hours in it
- Fresha works with agents through its partners Fresha's terms of use (August 2026) bar automated programs, bots and scraping; sanctioned assistant integrations exist (ChatGPT and Claude through Fresha's MCP server, Gemini, Alexa), and clients complete the booking on Fresha. Terms read on 2026-10-15: https://terms.fresha.com/terms-use. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.
Builder: shopify · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.
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 shopify.
Where to paste it on Shopify: Online Store, then the three-dot menu on the theme, then Edit code; paste it in the theme's layout file, inside the head. the official help page.
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": "BeautySalon",
"name": "176 Avenue (KLGCC)",
"url": "https://www.176avenue.com/",
"telephone": "+60179906458",
"geo": {
"@type": "GeoCoordinates",
"latitude": 3.1404661,
"longitude": 101.643913
}
}
</script>
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 176 Avenue (KLGCC)
No direct path on record: the scan of 2026-10-16 found no booking or ordering link on 176avenue.com or on a vendor's site. The same record is served as JSON at /api/direct/176avenue.com, through the MCP tool direct_record and in the city feed /city/kuala-lumpur-salons/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +60179906458 |
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 |
| Vendor terms for agents Fresha, read 2026-10-15 | Through partners |
Fresha's terms of use (August 2026) bar automated programs, bots and scraping; sanctioned assistant integrations exist (ChatGPT and Claude through Fresha's MCP server, Gemini, Alexa), and clients complete the booking on Fresha. Source. About Fresha · all vendors.
Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.
Not measured
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.
| JSON-LD for the business | yes |