Pane Fresco
pane-fresco.ca is partly visible to agents.
Listed by OpenStreetMap.
Ways to reach Pane Fresco directly, with no marketplace in between. Checked 2026-11-12. On the business's own site. Report a mistake
1579 Main Street West, L8S 1E6 · +1 905 308 9045
Outdoor seating (OpenStreetMap) · Step-free access (OpenStreetMap)
Places near Pane Fresco that take a booking or an order on their own website, with no marketplace in between.
- 43 North Restaurant Group410 m · pizza
- The Phoenix990 m · american
- Beyond Pizza & Wings1.5 km · pizza
- Costco Food Court3.3 km · hot dog
- Kelsey's3.9 km · american
The website's grade
An AI assistant can open Pane Fresco's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.
40 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.
What the site tells visitors Measured, not scored
These don't change the grade.
Visitors and assistants may read that year as the last time anyone looked after the site. In Hamilton, 71% of comparable sites that show a year say 2025 or later.
Every city compared →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 22 everyday questions about Hamilton and named 85 places. Pane Fresco wasn't one of them. See who was named →
How Pane Fresco compares
260 of 548 in Hamilton
Top 47% of the sites scanned in this index. Just above: Harvey's C, Luina Station, Hamilton, Ontario C. Just below: The Gown and Gavel C, The Hearty Hooligan C.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 52% | no |
| Have an llms.txt | 43% | no |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| 43 North Restaurant Group pizza | 407 m | A | yes |
| Bistro @ MKR chinese, burger, sandwich, soup, salad, pizza | 882 m | D | no |
| The Phoenix american | 991 m | A | yes |
| Beyond Pizza & Wings pizza | 1.5 km | A | yes |
| Domino's pizza | 2.1 km | D | no |
| Lava Pizza & Wings pizza | 2.4 km | F | no |
| Costco Food Court hot_dog, pizza, sandwich | 3.3 km | C | yes |
| Kelsey's american | 3.9 km | D | yes |
Businesses like Pane Fresco in Hamilton
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hamilton | 548 | 56% | 35% | 61.5% |
After the top fixes
With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 16th of 548 in Hamilton, up from 260th.
What to fix first
- No structured data for the business +15 points
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No menu or price list found +7 points
Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list 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
Send the fixes to your web person
No one is listed yet to fix this in Hamilton. 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.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- Ordering on your own site Agents can order without going through a marketplace.
Builder: unknown · contact page /locations/: nothing new; booking page /how-to-order/: ordering link (other) · What to paste
Own this business?
Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and 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