MealMatrix.ai

Foodservice intelligence from review to store action

The portal turns guest feedback into structured themes, store-level priorities, and competitive context — deeper than star averages, more actionable than a market glance.

See what it does
Why the Portal

Built for brands that operate stores

MealMatrix connects voice-of-customer signal to Monday-morning decisions — for directors and store teams who need evidence, not another dashboard of averages.

More than reputation management

Stars are the start — not the story

Most tools stop at averages and reply rates. MealMatrix extracts what guests actually said — food, service, atmosphere — with facet themes and the exact quotes behind every count, so operators know what to fix.

More than a bird’s-eye market view

See the market, then run your footprint

A market map shows who is out there. The portal goes further: brand and store dashboards, competitive gaps on your locations, incident workflows, and discovery when you need to decide who belongs in ongoing tracking.

2M+

Reviews analyzed

320+

Stores in scope

F&B

Foodservice-native

Inside the Portal

What your team works with every week

One place for brand intelligence: structured guest feedback, store ops, competitive gaps, and market discovery when you need it.

Voice of customer with proof

Themes for product, service, and atmosphere — plus facet tags and clickable quotes so every insight traces back to real guest language.

Network to single store

The same overview scales from brand aggregate to one location: ratings, trends, VoC, and incidents filtered to the stores you run.

Competitive context that survives the zoom

Peer score gaps and nearby competitive geography stay with you as you drill into a region or store — not only at the market level.

Market discovery, separate job

Scan markets for brand footprint, review volume, and candidates to track — without mixing a one-off market map into store accountability.

Incident & reply workflow

Surface severe reviews, filter by theme and stars, and post Google Business Profile replies when a location is covered.

Brand-scoped portal access

Directors and store managers sign in to the MealMatrix portal with memberships and roles that match how foodservice teams actually work.

From thousands of guest voices to the next action on your floor

MealMatrix organizes reviews into themes you can trust, keeps competitive context next to store performance, and leaves market scanning as its own job — so your team spends time deciding, not digging.

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Let's work together!

Questions about the portal, a pilot for your brand, or how MealMatrix fits your ops — we'd like to hear from you.

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