Measurement · updated September 20, 2026
St. Augustine Restaurant Discovery Report
What search and AI can currently figure out about eating here
This is not a ranking of restaurants. It is a measurement of how discoverable they are, across 35 categories of reason somebody picks a table. Where the city has no coverage at all, we print that too.
Category coverage
Every category in the network taxonomy, with the number of St. Augustine venues currently resolving to it. Categories are published as pages at one venue and up. A category at zero is a gap, and gaps are the most useful column in this table.
| Category | Family | Venues | Status |
|---|---|---|---|
| Rooftops and Patios | The Room | 31 | Covered |
| Seafood and Oysters | On the Menu | 26 | Covered |
| Origin Stories | The Story | 24 | Covered |
| Neighborhood Institutions | The Story | 22 | Covered |
| Live Music | The Room | 17 | Covered |
| Historic Rooms | The Story | 17 | Covered |
| Waterfront Dining | The Room | 16 | Covered |
| Private Dining and Buyouts | The Occasion | 16 | Covered |
| The Whole Family Table | The Occasion | 11 | Covered |
| Brunch | On the Menu | 10 | Covered |
| Great Views | The Room | 10 | Covered |
| Late-Night Food | On the Menu | 9 | Covered |
| Locally Sourced | What They Stand For | 9 | Covered |
| Vegan and Plant-Based | On the Menu | 8 | Covered |
| Craft Cocktail Programs | On the Menu | 8 | Covered |
| Gluten-Free Kitchens | On the Menu | 8 | Covered |
| Chef-Driven Kitchens | The Story | 8 | Covered |
| BBQ and Smokehouses | On the Menu | 7 | Covered |
| Big Groups | The Occasion | 6 | Covered |
| Dog-Friendly Patios | The Room | 5 | Covered |
| In the MICHELIN Guide | The Story | 4 | Covered |
| Date Night | The Occasion | 3 | Covered |
| Celebration Restaurants | The Occasion | 2 | Thin |
| Great Places to Work | What They Stand For | 1 | Thin |
| In the Community | The Story | 1 | Thin |
| Quiet Enough to Talk | The Room | 2 | Thin |
| Steakhouses | On the Menu | 2 | Thin |
| Sushi | On the Menu | 2 | Thin |
| Women-Owned | What They Stand For | 2 | Thin |
| Black-Owned | What They Stand For | 0 | No coverage |
| Dance Floors | The Room | 0 | No coverage |
| Easy to Get Into | What They Stand For | 0 | No coverage |
| Service Rituals | The Story | 0 | No coverage |
| Sustainable Kitchens | What They Stand For | 0 | No coverage |
| Tableside Experiences | The Room | 0 | No coverage |
What St. Augustine is not discoverable for at all
These are real reasons people choose a restaurant, and right now not one venue in our St. Augustine dataset is filed under any of them. Some of those are our research gaps. Some are the city's. Telling them apart is the next piece of work, and it is the reason this list is published instead of hidden.
- Black-Owned Who owns this?
- Dance Floors Where is the floor actually full?
- Easy to Get Into Can everybody at the table get in the door?
- Service Rituals What do they do that nobody else does?
- Sustainable Kitchens What happens to what they do not serve?
- Tableside Experiences What happens at the table?
What machines can read
Measured on 67 of 67 venue websites. Each bar is the share of scanned sites that pass that check, counting only the sites where we could determine an answer. A site we could not read at all is reported as unknown, never as a failure.
A Restaurant, BarOrPub, or LocalBusiness type is what puts a venue into local answer sets. 13 pass, 46 fail, 8 unknown.
Hours are the most time-sensitive fact in local search and the most commonly stale. 26 pass, 33 fail, 8 unknown.
The description is what gets quoted when a search engine or assistant summarizes the venue. 32 pass, 27 fail, 8 unknown.
Structured data is how a machine knows this page describes a restaurant rather than a blog post. 34 pass, 25 fail, 8 unknown.
A menu behind a PDF or an image is invisible to every system that reads text. 48 pass, 11 fail, 8 unknown.
Linked profiles are how a machine confirms it is looking at one business and not two. 53 pass, 6 fail, 8 unknown.
A venue whose website cannot be read has no source of truth for any other system to draw on. 59 pass, 4 fail, 4 unknown.
Browsers and crawlers both discount sites that are not served securely. 61 pass, 2 fail, 4 unknown.
A site that never states its own address cannot confirm the entity anywhere else. 58 pass, 1 fail, 8 unknown.
A robots.txt that blocks AI crawlers removes the venue from AI-assisted discovery entirely. 58 pass, 0 fail, 9 unknown.
Who leads the categories that matter most
Ranked on measured readability, not on opinion and not on spend. A venue climbs this by publishing more about itself in a form a machine can read.
Rooftops and Patios
- Florida Cracker Cafe 88% readable
- Meehan's Irish Pub & Seafood House 82% readable
- Milltop Tavern & Listening Room 82% readable
Seafood and Oysters
- Beaches at Vilano 88% readable
- Catch 27 88% readable
- Florida Cracker Cafe 88% readable
Origin Stories
- Ragga Surf Cafe 88% readable
- Nonna's Trattoria 82% readable
- O'Steen's Restaurant 82% readable
Neighborhood Institutions
- Florida Cracker Cafe 88% readable
- Milltop Tavern & Listening Room 82% readable
- Nonna's Trattoria 82% readable
How this was measured
Venue records are researched by hand and dated. Nothing is guessed: a field we cannot verify is left empty, and an empty field counts against the record rather than getting filled with something plausible.
Website checks are run by our own scanner against each venue's own site and its robots.txt. It reads what is publicly served, at normal request rates, identifying itself honestly. It does not log in, does not scrape anything behind a form, and stores only the pass, fail, or unknown result of each check.
Discovery categories are resolved from a venue's structured attributes plus explicit editorial tagging for the things attributes cannot express, like an origin story or a service ritual. The full category taxonomy is public at /data/discovery-categories.json and the venue dataset is public at /api/places.json.
Nobody can pay for a position in this report. If sponsored placement ever appears on BellyUp, it will be labeled as sponsored and kept out of every measurement on this page.
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