Measurement · updated October 20, 2026
Miami 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 36 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 Miami 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 |
|---|---|---|---|
| In the MICHELIN Guide | The Story | 20 | Covered |
| Dance Floors | The Room | 15 | Covered |
| The Whole Family Table | The Occasion | 11 | Covered |
| Live Music | The Room | 9 | Covered |
| Sports on TV | The Occasion | 8 | Covered |
| Craft Cocktail Programs | On the Menu | 7 | Covered |
| Sushi | On the Menu | 5 | Covered |
| Rooftops and Patios | The Room | 5 | Covered |
| Vegan and Plant-Based | On the Menu | 3 | Covered |
| Late-Night Food | On the Menu | 3 | Covered |
| Steakhouses | On the Menu | 3 | Covered |
| Waterfront Dining | The Room | 3 | Covered |
| Chef-Driven Kitchens | The Story | 3 | Covered |
| BBQ and Smokehouses | On the Menu | 2 | Thin |
| Seafood and Oysters | On the Menu | 2 | Thin |
| Big Groups | The Occasion | 0 | No coverage |
| Black-Owned | What They Stand For | 0 | No coverage |
| Brunch | On the Menu | 0 | No coverage |
| Celebration Restaurants | The Occasion | 0 | No coverage |
| Date Night | The Occasion | 0 | No coverage |
| Dog-Friendly Patios | The Room | 0 | No coverage |
| Easy to Get Into | What They Stand For | 0 | No coverage |
| Gluten-Free Kitchens | On the Menu | 0 | No coverage |
| Great Places to Work | What They Stand For | 0 | No coverage |
| Great Views | The Room | 0 | No coverage |
| Historic Rooms | The Story | 0 | No coverage |
| In the Community | The Story | 0 | No coverage |
| Locally Sourced | What They Stand For | 0 | No coverage |
| Neighborhood Institutions | The Story | 0 | No coverage |
| Origin Stories | The Story | 0 | No coverage |
| Private Dining and Buyouts | The Occasion | 0 | No coverage |
| Quiet Enough to Talk | The Room | 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 |
| Women-Owned | What They Stand For | 0 | No coverage |
What Miami is not discoverable for at all
These are real reasons people choose a restaurant, and right now not one venue in our Miami 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.
- Big Groups Will they seat twelve of us?
- Black-Owned Who owns this?
- Brunch Where is brunch worth the wait?
- Celebration Restaurants Where do we do the birthday?
- Date Night Where do I take somebody I want to impress?
- Dog-Friendly Patios Can the dog come?
- Easy to Get Into Can everybody at the table get in the door?
- Gluten-Free Kitchens Can this kitchen actually handle it?
- Great Places to Work Would I want a job here?
- Great Views What am I looking at while I eat?
- Historic Rooms What was this building before?
- In the Community What does this place do when it is not serving dinner?
- Locally Sourced Who are they buying from?
- Neighborhood Institutions What has been here forever?
- Origin Stories Who built this and why?
- Private Dining and Buyouts Can we take a room?
- Quiet Enough to Talk Can we actually hear each other?
- 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?
- Women-Owned Who owns this?
What machines can read
Measured on 89 of 89 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. 37 pass, 45 fail, 7 unknown.
Hours are the most time-sensitive fact in local search and the most commonly stale. 44 pass, 38 fail, 7 unknown.
The description is what gets quoted when a search engine or assistant summarizes the venue. 48 pass, 34 fail, 7 unknown.
Structured data is how a machine knows this page describes a restaurant rather than a blog post. 58 pass, 24 fail, 7 unknown.
A menu behind a PDF or an image is invisible to every system that reads text. 66 pass, 16 fail, 7 unknown.
A venue whose website cannot be read has no source of truth for any other system to draw on. 82 pass, 7 fail.
A site that never states its own address cannot confirm the entity anywhere else. 77 pass, 5 fail, 7 unknown.
Linked profiles are how a machine confirms it is looking at one business and not two. 77 pass, 5 fail, 7 unknown.
A robots.txt that blocks AI crawlers removes the venue from AI-assisted discovery entirely. 75 pass, 2 fail, 12 unknown.
Browsers and crawlers both discount sites that are not served securely. 89 pass, 0 fail.
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.
In the MICHELIN Guide
- Mandolin Aegean Bistro 94% readable
- Phuc Yea 94% readable
- Chug's Diner 88% readable
Dance Floors
- Barsecco 88% readable
- Tipsy Flamingo 88% readable
- Club Space 82% readable
The Whole Family Table
- Café La Trova 94% readable
- Calle 8 Sports Bar and Grill 94% readable
- Grails Miami 94% readable
Live Music
- Café La Trova 94% readable
- Ball & Chain 88% readable
- E11EVEN Miami 76% 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.
Venues can pay for extra attention here. Paid spots are always labeled as sponsored and kept out of every measurement on this page. A score only moves when what a venue shows the world gets better.
Want your own line in this report?
We will tell you what we can currently discover about your restaurant, what search and AI appear able to understand about it, and what they are missing. That part is free.