Compass Food Technologies

Vegan restaurant intelligence for your product

Build vegan restaurant recommendations your users can trust.

Compass helps your app or AI assistant find US restaurants, understand their vegan options, and explain why a place matches a user's vegan or plant-based preferences—with supporting evidence and clear uncertainty.

Free to try. No credit card required.

* Illustrative example
US restaurantsVegan and plant-based focusEvidence depth varies

The challenge your team faces

The recommendation sounds right. Then your user asks for details.

Your app finds the restaurant, fits it into the itinerary, and explains why it belongs. Then a vegan user asks what they can actually eat there. That is where a convincing recommendation needs supporting information.

Do these follow-up questions sound familiar?

Menu detail

“Which dishes are actually vegan?”

Knowing a place is vegan-friendly does not tell your product which menu items support that claim. A plausible dish name or ingredient list can sound just as convincing as a supported one.

Your team needs to distinguish menu evidence from generated detail.

Supporting information

“How do you know—and when was it checked?”

The first answer sounds confident. The follow-up reveals general knowledge, an unclear source, or no check date. Your team is left deciding how much confidence to show the user.

Your team needs to see what the answer rests on and what is missing.

User experience

“Do I need to research this myself?”

Your product recommends a restaurant, then sends the user to other sites to find out whether it suits them. Confirmation may still be necessary, but the user needs to know what is already supported and what remains unanswered.

Give users useful context before asking them to confirm the gaps.

When a recommendation cannot stand up to a simple follow-up, it is your product's credibility on the line.

You have already built the experience. Your team shouldn't have to build and maintain a specialist vegan evidence layer just to explain its restaurant recommendations.

Your users deserve to know what supports a recommendation and what still needs checking.

How Compass helps

Give your team evidence to work with.

Keep the recommendation experience you have built. Compass adds the available vegan information, supporting evidence, and limitations for US restaurants, so your product can explain a match and make gaps visible. When the evidence is insufficient, it can return that uncertainty rather than fill in the missing detail.

Read how we handle evidence →

Recorded response · May 4, 2026

See how Compass handles a real evidence gap.

Compass identified 6 vegan dishes out of 50 parsed, but still returned “unknown” for the requested profile because the evidence was insufficient.

The dated example shows the supporting information and the gaps; it is not a promise about every restaurant.

See the recorded example →

What you can build

Three ways to add Compass to your product.

Start with the task your product needs to accomplish.

Find suitable restaurants

Help users discover restaurants for their vegan or plant-based preferences, with information your product can use to explain the results.

Search API

Explore restaurant search →

Add vegan information to your existing places

Already have restaurant records? Match them with Compass to add the vegan information available for each place.

Enrich API

Explore restaurant enrichment →

Assess a restaurant for a particular user

Check a restaurant against a user's profile. Get a match, a non-match, or an explicit answer that there is not enough information—with the reasons behind it.

Decision API

Explore suitability decisions →

See the difference

Show your users the answer—and what it rests on.

Give people a useful explanation of why a restaurant may suit them, while making the gaps clear.

“Is this a good option for vegan bowls?”
A promising match

Green Bowl Kitchen

The example menu lists vegan bowls, sauces, and sides, supporting a vegan match for this request.

Supporting information

Vegan menu options

* Illustrative example

What this makes possible

Recommendations your users can understand. Answers your team can explain.

Help users see why a restaurant may work for them, while giving your team a clear basis for the recommendation and a way to handle uncertainty.

Answer the follow-up with evidence

Use the available menu information and evidence returned with a result to explain why a restaurant may match. Missing dish information stays a gap to confirm.

Make missing information visible

Show what is supported and what remains unconfirmed, so users know why they may need to check with the restaurant.

Build on the place data you already use

Add Compass's vegan context alongside your existing restaurant provider or AI workflow.

Who it helps

Built for products that help people choose where to eat.

AI travel planners

Add vegan restaurant options and explanations to itineraries and destination recommendations.

Restaurant discovery apps

Help users explore vegan options and understand the information behind a recommendation.

Products with an existing place database

Add vegan context to restaurant records without replacing your broader place-data provider.

Bring Compass into your app or AI assistant.

Connect your product through our API, or use our connector for compatible AI tools. The developer guides explain how to find or match a restaurant and assess it for a user's profile.

Get started

A clear path from first test to your product.

Check Compass against the restaurants and questions that matter to your users before you integrate.

  1. Create your free account

    Get access to Compass and start exploring. No credit card required.

  2. Test restaurants your users care about

    Review the available vegan information, the reasons behind a result, and any gaps for your target places.

  3. Connect Compass to your product

    Follow the API or AI connector guide to bring the results into your own recommendation experience.

Before you start

A few practical questions.

Where does Compass work?

Compass covers US restaurants today. Available information varies by restaurant and market, so test the places relevant to your product before relying on the coverage.

Can I use Compass with my current restaurant provider?

Yes. You can match a restaurant you already have and add the available Compass vegan context, alongside your existing place data.

What happens when information is missing?

Compass can report that it does not have enough evidence to confirm a match. Your product can show that uncertainty and ask users to confirm details with the restaurant.

Is Compass an allergy-safety service?

No. Compass is focused on vegan and plant-based suitability. It is not an allergy-certification service and does not replace direct restaurant confirmation for safety-sensitive decisions.

Can I try it for free?

Yes. The free Sandbox plan includes restaurant search, enrichment, and suitability decisions, with 1,000 credits per month. No credit card is required. See pricing for limits and account terms.

3 slots

Become one of three design partners, before general launch.

Free API access for 60 days, hands-on integration help, and a founder-led channel — for live products with real users and a US audience.

Give your users a clearer answer about where to eat.

Build recommendations that explain why a restaurant may suit them—and give your team a clear basis for every answer. Start by testing Compass with the places your users care about.

Talk about your integration →
Compass | Vegan Restaurant Intelligence for Apps and AI