Dr. I M Armstrong Andrew
artoffacialsurgery.com is largely invisible to agents.
Listed by Overture Maps.
Ways to reach Dr. I M Armstrong Andrew directly, with no marketplace in between. Checked 2026-10-19. Report a mistake
5179 Yonge St # 208, M2N 5P5, North York · (416) 221-6039
Languages: German, English, French, Hindi, Indonesian, Japanese, Korean, Malay, Thai, Vietnamese, Chinese
The website's grade
AI assistants can't open Dr. I M Armstrong Andrew's website, so they go by what other sites say about it.
8 of 65 points available
agent-readiness level
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.
How Dr. I M Armstrong Andrew compares
2,203 of 2,426 in Toronto dentists, clinics and vets
Top 91% of the sites scanned in this index. Just above: York Mills Family Dentistry F, Physiogenic Rehabilitation F. Just below: Welcare Inc F, Dr.Aram Zakerzadeh Family Practice F.
| What the top 10% 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 | 4% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | no |
| Structured data with address, phone and hours | 45% | no |
| Have an llms.txt | 48% | no |
The top 10% are the 250 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Dr. Christine Cho, ND | 13 m | A | yes |
| Mint 32 Dentistry | 120 m | B | yes |
| City Dental | 128 m | D | no |
| Empress Walk Dental | 138 m | B | yes |
| Empress Dentistry | 150 m | C | yes |
| Empress Walk Orthodontics | 159 m | C | yes |
| Willowdale Endodontics | 159 m | C | yes |
| Cosmetic Dentist Toronto | 181 m | C | yes |
| Astra Dental | 202 m | D | yes |
| All on Four Dental Implants by Smile Centre | 219 m | C | yes |
Businesses like Dr. I M Armstrong Andrew in Toronto dentists, clinics and vets
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Toronto dentists, clinics and vets | 2,426 | 54% | 28% | 12.3% |
The best of the businesses of the same kind in Toronto dentists, clinics and vets
Dr. Mike Roskies A 96.3% · DERMA BAR A 95.4% · Walk In Family Dentistry A 95.4% · Dr. Christine Cho, ND A 90.8% · Simply Align Rehab A 87.7%
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No online booking link on the website; Structured data is incomplete), the score would be about 84.6%. That would be 14th of 2,426 in Toronto dentists, clinics and vets, up from 2203rd.
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 (http_403). 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
- No online booking link on the website +15 points
There's no link on the site for an agent to follow. 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 on your own domain. How to fix it
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. How to fix it
- No list of services and prices found +7 points
Agents answer 'what do they treat and what does it cost?' from 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 Toronto dentists, clinics and vets. 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
Builder: unknown · Front: cloudflare · A plain fetch got http_403; 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 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": "Organization",
"name": "Dr. I M Armstrong Andrew",
"url": "http://www.artoffacialsurgery.com",
"telephone": "(416) 221-6039",
"address": "5179 Yonge St # 208, M2N 5P5, North York",
"geo": {
"@type": "GeoCoordinates",
"latitude": 43.77005531998507,
"longitude": -79.41283713810016
}
}
</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.
Rescan now · Markdown · Dispute a check
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.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/artoffacialsurgery.com"><img src="https://directindex.org/badge/artoffacialsurgery.com.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
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 Dr. I M Armstrong Andrew
No direct path on record: the scan of 2026-10-19 found no booking or ordering link on artoffacialsurgery.com or on a vendor's site. The same record is served as JSON at /api/direct/artoffacialsurgery.com, through the MCP tool direct_record and in the city feed /city/toronto-clinics/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | (416) 221-6039 |
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 |
Only a real browser got this page (a plain fetch got http_403); 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 |