drwillingshofer.at is largely invisible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Dr.Ursula Willingshofer directly, with no marketplace in between. Checked 2026-10-18. Report a mistake
Annenstraße 44 8020 Graz · +43 316 714523
An AI assistant can open Dr.Ursula Willingshofer's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.
25 of 65 points available
agent-readiness level, Not Ready
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.
These don't change the grade.
Visitors from abroad, and assistants answering in English, read the page as it is. In Graz, 5.0% of comparable sites declare one.
Every city compared →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.
Top 75% of the sites scanned in this index. Just above: Dr. med. dent. Anna Zwietasch F, Dr. med. univ. Klaus Gstirner F. Just below: Elithera Gesundheitszentren Österreich F, Günter Bernsteiner 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) | 98% | yes |
| Structured data with address, phone and hours | 19% | no |
| Have an llms.txt | 21% | no |
The top 10% are the 53 highest-scoring reachable sites in the index at the last update.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Dr.Andre Celedin | 3 m | F | no |
| Dr. Reinhold Ortner | 5 m | D | no |
| Dr. Roland Lichem | 6 m | B | yes |
| Zahnarzt Dr. Snezana Milicev | 176 m | D | no |
| Dr. Matthias Fels | 205 m | F | yes |
| Univ. Prof. Dr. med. Josef Kainz | 280 m | D | no |
| Dr. Michael Lindinger | 343 m | C | yes |
| Dr.Ilse Feigl | 361 m | B | yes |
| Tierarzt Kleintierpraxis Lend | 365 m | F | no |
| Dr. Doris Glock | 375 m | C | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Graz dentists, clinics and vets | 521 | 51% | 17% | 38.5% |
Dr. a.o.Univ.Prof. Bernhard Sutter A 87.5% · Dr. Brezjak-Kahlert B 81.3% · Dr. a.o.Univ.Prof. Gerhard Wolf B 80% · M1 Med Beauty Graz B 80% · Dr. Mag.pharm. Karin Braun De Praun B 78.8%
With the three fixes above (No structured data for the business; No online booking link on the website; No list of services and prices found), the score would be about 95.4%, which would be first of 521 in Graz dentists, clinics and vets.
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.
Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy 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
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
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
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
No one is listed yet to fix this in Graz dentists, clinics and vets. List your agency or yourself. It's free, and every listing is reviewed by hand.
Builder: unknown · Front: cloudflare · contact page /kontakt.php: nothing new
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.
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": "Dentist",
"name": "Dr.Ursula Willingshofer",
"url": "http://drwillingshofer.at",
"telephone": "+43 316 714523",
"email": "dr.willingshofer@inode.at",
"address": {
"@type": "PostalAddress",
"streetAddress": "Annenstraße 44",
"postalCode": "8020",
"addressLocality": "Graz",
"addressCountry": "AT"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 47.0713795,
"longitude": 15.4241824
}
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Dr.Ursula Willingshofer > dentist in Annenstraße 44 8020 Graz, Graz dentists, clinics and vets. Phone +43 316 714523. ## About - Website: http://drwillingshofer.at - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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.
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
No direct path on record: the scan of 2026-10-18 found no booking or ordering link on drwillingshofer.at or on a vendor's site. The same record is served as JSON at /api/direct/drwillingshofer.at, through the MCP tool direct_record and in the city feed /city/graz-clinics/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +43 316 714523 |
Owners: claim the business below to correct this record; the claim email carries the link.
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 |
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 | no how |
| 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 |