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Tablebud: Restaurant app development for social food discovery

United States eCommerce July 2025 - Ongoing

TableBud is a consumer social and location-based lifestyle app that makes finding good restaurants easier by tapping into the people you trust most: your friends. It began as a validated web product with real users, but has since evolved into a full-fledged mobile app for iOS and Android.

Users can enjoy an interactive map, a social feed packed with dining spots and reviews, plus it automatically tracks your visits, so dining experiences are captured in a clean, shareable history.

A former client recommended NERDZ LAB to the founder, who was searching for a trustworthy partner to rebuild the product from the ground up and position it for long-term success. Our biggest challenges were structuring a Firebase-first architecture for long-term maintainability and delivering reliable geofencing without hurting battery life or user confidence.

We also had to design an intuitive experience that unifies map exploration, social feed activity, and reviews. To address these bottlenecks, we optimized location tracking through transparent onboarding and privacy-safe behavior. Plus, we designed a mobile-first UX, structured Firebase effectively, and streamlined essential workflows.

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SCREENS

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Services

Product design

Design discovery & research

UX design

UI design

Mobile development

Flutter

Technologies:

Figma

Flutter

Team composition:

1 UI/UX designer

1 Flutter developer

1 QA engineer

1 Delivery

1 Project manager

Product_

TableBud was already a validated product before partnering with NERDZ LAB: it was live as a web app with people actively using it in production. Building a dedicated iOS and Android mobile app that facilitates restaurant discovery was the next stage.

We assisted in the development of a foodie community app that enables users to curate restaurant lists, receive reliable recommendations from friends, and utilize an interactive map to facilitate a seamless mobile-first experience.

The journey towards building a social food community wasn’t without its bumps. NERDZ LAB faced the following challenges:

  • Mobile rebuild from scratch: Building for a mobile experience meant rethinking architecture and design with a focus on mobile users first.
  • Firebase-only architecture: No regular backend, which initially sounded simple, but it made things more complicated. We had to determine where business logic should be placed, how to ensure data security, and verify its accuracy, as well as consider scaling down the line.
  • Geofencing done right: We needed to track visits automatically, but without draining the battery, compromising iOS or Android background limits, or people’s privacy.
  • Clarity over feature overload: The social food community app combined maps, social features, and reviews, so we had to ensure the experience remained clean and straightforward.

To support software development for startups, we rebuilt TableBud as an iOS and Android mobile app, enabling faster updates and easier growth. We stayed sharp on product vision but didn’t let engineering get bogged down. As a result, TableBud feels light and easy to use, yet it’s packed with everything you need in a social dining companion:

  • Mobile-first UX: We redesigned the main flows to make the restaurant review app feel intuitive and scalable.
  • Firebase architecture: We organized Firestore data, set up validation, and established security rules. The backend runs on Firebase alone, and it’s solid and consistent.
  • Geofencing: We’ve built visit detection to minimize battery usage and respect your privacy.
  • Social experience: Suggestions now come from friends you can trust.
  • Quality & releases: We have established solid QA and release routines. Now the food discovery platform runs more reliably, stays fast, and updates roll out on schedule.

Our strategy ensured that the experience was both feature-rich and lightweight by fusing engineering discipline with product thought.

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Features:

  • Geofencing & automatic visit detection: Automatically recognize visited locations, enabling effortless place tracking without manual check-ins while remaining battery-efficient and privacy-aware.
  • Interactive map with visited places: Visualize visited, discovered, and reviewed places and turn location history into a personal and social experience.
  • Social feed & friend activity: See friends’ reviews, visits, and activity, and help users discover new places through trusted recommendations.
  • Place reviews, ratings, likes, and comments: The eatery recommendation app encourages interaction and discussion around shared experiences.
  • User tagging in reviews & comments: Users can mention others in reviews and comments, notifying them and making conversations more contextual, social, and engaging.
  • In-app chat: a built-in chat feature that allows users to communicate directly within the food & restaurant app.
  • User profiles & personal place history: User profiles showcase visited places, reviews, and social activity.
  • Location-based discovery: Helps users discover nearby or popular places based on their location and friends’ activity
  • Firebase-based real-time infrastructure: Built on Firebase to support real-time updates, fast iteration, and scalable data handling without a traditional backend.

Design overview

One goal guided the TableBud design process, restaurant recommendations should be easy, trustworthy, and personal. TableBud aims to provide a more seamless experience, unlike most meal applications, which can be noisy and stressful.

We focused on the crucial moments, such as choosing a location, making a snap decision, and sharing your opinions afterwards. This way, everything remains simple and light, yet you still enjoy all the benefits of a social food community.

We wanted discovery to feel intuitive and straightforward, so we built an interactive map. It displays restaurants you’ve visited as colored dots, with each color corresponding to the rating. You can easily identify the good places and find something nearby without any hassle.

You will be prompted to write a review when you visit a new location, but this is a gentle reminder rather than an obtrusive pop-up.  The final result was better options, more honest evaluations, and a seamless overall experience, making this user-curated restaurant list app ideal for anyone looking to discover amazing locations and recommend them to others.

Design process_snippets

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Drills screens

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Drills screens

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Drills screens

The results

Steady organic user growth after launch: TableBud saw immediate traction, starting with approximately 100 active users in the first days and reaching 200-250 within the first week. The restaurant review app now has approximately 682 active users, validating strong early demand without incurring significant marketing expenses.

Stable iOS/Android mobile app delivered from scratch: We successfully transitioned TableBud from a web-only product into a production-ready mobile app (iOS/Android) built for growth. The Firebase architecture was structured for scalability, with core features like geofencing, maps, social interactions, and chat working alongside clear QA and release processes.

Positive feedback and faster Phase 3 planning: Users responded exceptionally well to the simple UX and automatic place tracking, with no critical negative feedback following the release. Because there were no major usability issues or constant hotfixes, the team could plan phase 3 confidently around new capabilities rather than repairs.

Testimonials

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Sarah Doss
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TABLEBUD

What stands out most about NERDZ LAB is the professionalism and legitimacy of their operation. They have a well-established team, a clear project management structure, and a strong online presence that immediately built trust. Their developers consistently delivered clean, functional products and maintained excellent communication throughout. I also found their value-to-quality ratio exceptional — it’s rare to find a team that combines strong technical ability, design precision, and reliable execution at such a competitive price point.



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Sarah Doss
logo

TABLEBUD

What stands out most about NERDZ LAB is the professionalism and legitimacy of their operation. They have a well-established team, a clear project management structure, and a strong online presence that immediately built trust. Their developers consistently delivered clean, functional products and maintained excellent communication throughout. I also found their value-to-quality ratio exceptional — it’s rare to find a team that combines strong technical ability, design precision, and reliable execution at such a competitive price point.