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Case Study 3 min read

How We Built BaroBite: Automated Reputation Management for Local Businesses

R

Roomi Kh

February 10, 2026

How We Built BaroBite: Automated Reputation Management for Local Businesses

Managing online reputation is make-or-break for local businesses. A single 1-star review can tank months of hard work. That's why I built BaroBite — an automated reputation management platform that intercepts unhappy customers before they leave public reviews, while funneling happy customers straight to Google Maps.

The Problem

Most local businesses — restaurants, salons, clinics — have no system for managing reviews. They either:

  • Ignore reviews entirely and watch their rating slowly decline.
  • Ask for reviews manually which is inconsistent and awkward.
  • React to bad reviews too late after the damage is done.

The result? An inaccurate Google rating that doesn't reflect the real quality of the business.

The BaroBite Solution

BaroBite acts as a reputation firewall. Here's how the smart routing works:

  1. Customer scans a QR code at the business location — no app download needed.
  2. A branded experience check asks one simple question: "How was your experience?"
  3. Smart routing kicks in:
    • 5 stars → Customer is redirected to Google Maps to leave a public review.
    • 1–4 stars → Customer is routed to a private feedback form, giving the business a chance to resolve the issue before it goes public.

"We went from 3.8 to 4.6 stars in three months. BaroBite basically eliminated our negative reviews from going public." — Early beta user

Technical Architecture

BaroBite was built with a focus on simplicity and speed:

  • Frontend: Clean, mobile-first UI built with server-rendered components for instant load times on QR scan.
  • Backend: Serverless architecture with edge functions for global low-latency response.
  • AI Layer: Google Gemini integration analyzes review patterns and generates actionable insights like: "Customers love the new patio seating, but service speed during lunch rush is a consistent pain point."
  • QR Generation: Custom QR codes auto-generated per location with branding support.

Pricing That Scales

We designed three tiers to grow with the business:

  • Starter (Free): 1 location, basic redirect logic — perfect for testing.
  • Growth: 3 locations, advanced analytics, AI-powered insights.
  • Star: Unlimited locations, API access, white-label reports for agencies.

Results & Key Metrics

After managing 15,000+ reviews across early adopters:

  • Average rating increase: +0.8 stars within 90 days
  • Negative review prevention rate: 73% of complaints resolved privately
  • Review volume increase: 3x more Google reviews per month

What I Learned

Building BaroBite reinforced a critical principle: the best SaaS products solve one specific pain point exceptionally well. We don't try to be a full marketing suite. We intercept the exact moment a customer is deciding whether to leave a good or bad review, and we route them intelligently.

If you run a local business or manage reputation for multiple locations, give BaroBite a try — no credit card required.

Thanks for reading!