Frequently Asked Questions

Find answers to common questions about Who's Hungry. Learn why it works, how to use it, and get the help you need.

🎯 Why Who's Hungry?

Why do I need Who's Hungry? ▼

If you've ever spent 20 minutes arguing about where to eat, you need Who's Hungry.

The problem: Everyone has different tastes. One person loves Thai, another hates spicy food. Someone wants pizza, but you had that yesterday. The usual solution? Endless back-and-forth, veto after veto, until someone gives up.

The solution: Who's Hungry combines everyone's taste profiles mathematically. No more arguments, no more compromise. Find restaurants that actually make everyone happy.

Perfect for:

  • Families with picky eaters
  • Friend groups with different tastes
  • Work teams planning lunch
  • Date nights where no one wants to decide
What makes Who's Hungry different from Google Maps? ▼

Google Maps shows you all the restaurants. Who's Hungry shows you the right ones.

Google Maps: You search "restaurants near me" and get 500 results with no way to filter by what you actually like.

Who's Hungry (solo): Even searching by yourself, we pull forward restaurants for cuisines we already know you love — based on your taste profile. No more scrolling past places you'd never pick.

Who's Hungry (group): This is where the real magic happens. When you search with fellow diners, the algorithm combines multiple taste profiles to surface restaurants that everyone will enjoy — not just a compromise, but a genuine group match.

We do our best to classify each restaurant by cuisine, but with thousands of places we can't get everything perfect. If you spot something wrong, tap the tag icon on any restaurant to suggest a correction — we review every submission and appreciate your help!

Plus, we show information you can't get anywhere else:

  • Fanciness Level: Crowd-sourced ratings so you know if it's casual or upscale before you go
  • Service Types: See at a glance if they're a food truck, takeout only, fast casual, or dine-in/waited on
  • Group Size: Know whether a spot is cozy for two or can handle your whole crew before you show up
  • Taste Match Score: Instant visibility into how well each restaurant fits your group's taste profiles

All this information is visible right in the search results — no clicking through to restaurant pages to figure out basic details.

What is the fanciness scale and why does it matter? ▼

The fanciness scale (◆ to ◆◆◆◆◆) tells you the dress code and atmosphere level of a restaurant — crucial information that's hard to find elsewhere.

The problem we solved: Google only shows price levels ($ to $$$$), but that doesn't tell you if it's casual or formal. A $$$ steakhouse might require a jacket, while a $$$ ramen place is jeans-and-t-shirt casual.

Our solution: Crowd-sourced fanciness ratings from real users:

  • ◆ (Very Casual): Fast food, food trucks, grab-and-go
  • ◆◆ (Casual): Everyday dining, come as you are
  • ◆◆◆ (Moderately Upscale): Nice but not stuffy, smart casual works
  • ◆◆◆◆ (Upscale): Date night or special occasion, dress nicely
  • ◆◆◆◆◆ (Fine Dining): Jackets recommended, formal atmosphere

Users can suggest corrections if they disagree, keeping the data accurate and community-driven.

What are service type tags? ▼

Service type tags show you instantly what kind of dining experience a restaurant offers — without clicking through to their website or calling.

You'll see tags like (select all that apply):

  • Food Truck — Mobile vendor or truck-based service
  • Takeout — Takeout options available
  • Fast Casual — Order at counter, quick service
  • Sit-Down / Waited — Full table service with servers
  • Drive-Thru — Drive-through service available
  • Buffet — All-you-can-eat buffet style
  • Delivery — Delivery service available

Why this matters: Know before you go. See at a glance whether it's a sit-down restaurant with servers, a quick counter-service spot, or takeout only.

Like fanciness levels, users can suggest corrections to keep service types accurate and up-to-date.

How does the matching algorithm work? ▼

Our proprietary matching algorithm analyzes everyone's taste profiles to find the sweet spot where the whole group is happy.

Here's how it works:

  1. Everyone rates cuisines from 0 (veto) to 6 (favorite)
  2. Algorithm finds the best fit by analyzing everyone's taste profiles together
  3. Results are sorted by "Taste Match" score — the higher the score, the happier everyone will be

The result? No one gets stuck with something they hate, and the group finds options everyone can enjoy.

Searching solo? The algorithm works just as well for you — surfacing restaurants that match your personal taste profile.

What cuisines can I rate? ▼

Who's Hungry supports 90+ cuisines organized into a hierarchy of regional groups. View the full cuisine list

In the Preferences screen, cuisines are organized into parent groups (like "East Asian" or "Latin American") and individual cuisines beneath them. Setting a parent group's slider automatically sets all its children to the same rating — great for quickly expressing broad tastes. You can then fine-tune any individual cuisine independently for a more tailored profile.

For example, setting "East Asian" to 5 will set Chinese, Japanese, Korean, and Taiwanese all to 5. Then you could bump Sushi up to 6 or bring Korean down to 3 — whatever matches your taste.

What are dietary badges? ▼

Dietary badges are colored labels that help you quickly identify restaurants that meet specific dietary needs or culinary styles.

Available badges:

  • FUSION — Cross-cuisine blending within dishes (not just multi-cuisine menus)
  • V (Vegetarian) — Multiple non-meat entree options beyond just salads
  • Ⓥ (Vegan) — Clearly labeled or substantial vegan menu options — fully plant-based dishes
  • GF (Gluten-Free) — Dedicated gluten-free menu items or accommodations
  • HALAL — Halal-certified or offers halal menu options
  • KOSHER — Kosher-certified or offers kosher menu options

Badges appear right on the restaurant card, so you can see dietary options at a glance without clicking through to menus.

Note: Badge data comes from user reports and admin verification. Help us improve by reporting dietary options you know about!

What are group size labels? ▼

Group size labels give you a quick read on how many people a restaurant can comfortably accommodate — so you don't show up with nine people to a place that seats four.

The four tiers:

  • Intimate — Best for 1–4 people. Small tables, cozy atmosphere — great for date nights or solo dining.
  • Up to Small Group — Comfortably fits groups of 5–8 people.
  • Up to Large Group — Can handle groups of up to 20 people.
  • Up to Event Space — Private dining rooms or buyout options for 20+ guests.

How the labels work: Each tier represents the maximum a place can handle — smaller groups are always welcome at higher-capacity venues. A "Up to Large Group" restaurant is just as happy to seat a couple as a party of fifteen.

You can filter your search results by group size after searching, making it easy to narrow down to places that fit your party.

⚠️ Important: Group size information is crowd-sourced and may not reflect current seating arrangements or policies. Always confirm capacity with the restaurant directly before visiting — especially for large parties. Many places that can accommodate big groups require a reservation or advance notice, and some larger venues may need to be booked out entirely for private events. When in doubt, call ahead.

🔧 How It Works

How do I get started? ▼
  1. Sign up at app.whoshungry.app (free, no credit card)
  2. Build your taste profile — takes 2 minutes
  3. Invite friends by email or username
  4. Search together and see restaurants ranked by Taste Match score

That's it! The whole process takes less than 5 minutes for your first search.

How do I invite friends? ▼

Just add their email addresses when you add fellow diners on the search page. They'll automatically receive an email invite with a link to join your session.

Once they create their account and build their taste profile, they can join any search with you.

Note: Email invites are automated. Replies to those emails won't reach us — use the contact form below for support.

What if someone didn't get their invite? ▼

There's a strong chance that the invite went to spam. If that's not it, try adding them again.

Alternatively, share www.whoshungry.app with your friend and have them click Launch App to sign up. Once they've set up their profile, just add their username to the search.

Can I use this for just myself? ▼

Absolutely! Build your taste profile and search solo. Who's Hungry will show you restaurants that match what you actually like.

It's especially helpful if you're indecisive or tired of scrolling through hundreds of options on Google Maps.

👥 Live Sessions & Collaboration

What is a "live session"? ▼

A live session is a shared search where everyone sees the same results in real-time. When you search with fellow diners, you're all working from the same list.

Key features:

  • Everyone sees the same restaurant results
  • Vetoes update instantly for all participants
  • The host can crown "The Pick" when you decide
  • Sessions can be named and scheduled for events

Sessions automatically expire after 24 hours (or at the end of an event day), so you start fresh each time.

Can I plan events ahead of time? ▼

Yes! When you search with fellow diners, you can name your session (like "Saturday lunch with the girls") and optionally set an event date.

Event sessions:

  • Give your search a memorable name
  • Set an event date so everyone knows what it's for
  • Session stays active until the end of the event day
  • Perfect for planning ahead

Quick sessions: If you skip the event date, it's a "quick session" that expires after 24 hours — great for spontaneous group decisions.

What is "The Pick"? ▼

When your group has made a decision, the host can crown a restaurant as The Pick by clicking the trophy icon.

What happens:

  • The chosen restaurant gets a golden highlight and "The Pick!" badge
  • In Mix It Up mode, it moves to the top of the results list
  • It's protected from vetoes (can't be vetoed while chosen)
  • Everyone in the session sees the final decision

Changed your mind? The host can click the trophy again to unmark the restaurant.

Can I be in multiple sessions at once? ▼

Yes! You can participate in multiple sessions simultaneously — perfect when you're planning several events or coordinating with different groups.

How it works:

  • Bell icon: Shows pending session invitations
  • Group icon: Opens the session drawer showing all your active sessions
  • Step Out: Temporarily leave a session to create a new one (you remain a member)
  • Switch sessions: Click any session in the drawer to view it

Example: Planning both a work lunch for Tuesday and a family dinner for Saturday? Create both sessions and switch between them to manage each one.

What's the difference between "Step Out", "Leave", and "End Session"? ▼

These options serve different purposes:

  • Step Out: Temporarily exit to create a new session or check something else. You remain a member and can switch back anytime via the session drawer.
  • Leave (fellow diners): Permanently exit the session. You'll no longer see updates or be able to vote.
  • End Session (host only): Terminates the session for everyone. Use this when your group has made a decision or the event is over.

Tip: If you're the host but need to step away, you can transfer hosting duties to another member before leaving.

How do vetoes work? ▼

Vetoing is how your group narrows down options together. Click the X button on any restaurant to mark it as "not in the mood."

How vetoes work:

  • When anyone vetoes a restaurant, it immediately moves to the "vetoed" section at the bottom
  • Vetoes are anonymous — no one can see who vetoed what, just that it's been vetoed
  • You can undo your veto at any time to bring a restaurant back
  • Vetoes only last for the current session — start fresh next time

Note: Once the host crowns a restaurant as "The Pick," it cannot be vetoed until it's unmarked.

💎 Features & Plans

Is Who's Hungry free? ▼

Yes! The Free tier includes:

  • Group search with up to 2 total users
  • Cuisine taste profile
  • Live session sharing
  • All the same filters as paid tiers — price, service type, fanciness, cuisine vetoes, and more

Paid tiers unlock more:

  • Gather: Up to 4 users
  • Explore: Up to 8 users + Adventure Mode
  • Celebrate: Unlimited users + Spotlight Mode

New users get a 7-day free trial of premium features!

What is Adventure Mode? ▼

Adventure Mode helps you discover new cuisines by mixing unexpected options alongside your group's favorites.

Instead of always seeing the same Thai or Italian restaurants, Adventure Mode introduces variety while still respecting everyone's taste profiles.

Available on the Explore tier and above.

What is Spotlight Mode? ▼

Spotlight Mode lets you give extra weight to one person's taste profile — perfect for celebrations!

Use it for:

  • Birthdays (let the birthday person pick their favorite cuisine)
  • Anniversaries
  • Client dinners (prioritize the client's tastes)
  • Any special occasion where someone deserves extra attention

Available on the Celebrate tier.

🧬 Taste DNA & World Map

What is Taste DNA? ▼

Taste DNA is your personal flavor fingerprint. It analyzes the cuisines you've rated across 10 flavor dimensions:

  • Heat — spice level (Thai, Sichuan, Ethiopian)
  • Umami — savory depth (Japanese, Korean, Italian)
  • Sweet — sweetness (desserts, bakeries, Hawaiian)
  • Sour — acidity (Vietnamese, Mexican, Korean)
  • Rich — richness/fat (French, steakhouse, Southern)
  • Smoky — smoke flavors (BBQ, Korean BBQ, Turkish)
  • Herbaceous — fresh herbs (Vietnamese, Thai, Mediterranean)
  • Aromatic — warm spices (Indian, Moroccan, Ethiopian)
  • Fermented — funky/fermented (Korean, Japanese, Ethiopian)
  • Earthy — earthy flavors (Ethiopian, Indian, Mexican)

The result is a radar chart showing what your palate is drawn to — plus personalized insights and a world taste map.

How do I access my Taste DNA? ▼

Go to Taste Profile from the menu, then tap "View Your Taste DNA" at the top of the page. You'll need to have rated at least a few cuisines for your profile to appear.

Your Taste DNA updates automatically whenever you save changes to your cuisine ratings.

What is the World Taste Map? ▼

The World Taste Map is an interactive map that colors 169 countries based on how well their cuisine matches your flavor profile. Darker shades mean a stronger match.

Drill-down maps are available for 10 countries — click on the US, Canada, China, India, Italy, Japan, Mexico, France, Spain, or Brazil to explore state-by-state and region-by-region culinary profiles, complete with local specialties and signature dishes.

Is Taste DNA a paid feature? ▼

No! Taste DNA and the World Taste Map are completely free for all users. Just rate some cuisines and your flavor profile will be generated automatically.

🛠️ Troubleshooting

Why didn't a restaurant appear in my results? ▼

Several reasons this might happen:

  • It's outside your search radius
  • The cuisine doesn't match your group's top-rated cuisines
  • The restaurant may be mistagged with the wrong cuisine — if you find it later, use the tag icon to suggest a correction!
  • A post-search filter (price, service type, fanciness, or group size) may have moved it to the "Filtered out" section — check there first

About filters: Restaurants that don't have a specific filter assignment (price level, service type, etc.) are always included in your results by default. This prevents a restaurant from being overlooked just because it hasn't been tagged yet — untagged locations are simply never filtered out.

Tip: If you suspect a restaurant is mislabeled, try enabling all price levels to see if it appears. You can also broaden your search radius to see more results.

How do I update my taste profile? ▼
  1. Log in to the app
  2. Go to Profile → Preferences
  3. Adjust the sliders (0 = veto, 6 = favorite)
  4. Click Save Preferences

Important: Be sure to click Save Preferences before leaving the page!

What devices can I use? ▼

Who's Hungry works on:

  • Web browsers: Chrome, Firefox, Safari, Edge (desktop and mobile)
  • Android: Join our beta program to get early access
  • Coming soon: iOS app

The web app is fully mobile-responsive, so you can use it on any smartphone or tablet right now.

How do I delete my account? ▼

You can permanently delete your account and all associated data at any time.

Quick steps:

  1. Log into the app
  2. Open the hamburger menu (☰)
  3. Go to "Account"
  4. Scroll down and tap "Delete Account"
  5. Confirm deletion

For complete details about what data gets deleted and your options, see our Account Deletion Guide.

Note: Deletion is permanent and cannot be undone. If you have an active subscription, it will be canceled immediately without refund.

📧 Still Have Questions?

Can't find what you're looking for? Send us a message.

Note: We review all submissions to improve Who's Hungry. For account support, please log in to the app and use the in-app Support page.

Cuisine Hierarchy

Parent groups let you set a rating for an entire region at once. Every cuisine nested underneath will inherit that rating. Then you can adjust any individual cuisine independently for a more personalized profile.

Region group
Sub-group
Individual cuisine