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AI & Agents·Prototype

ReviewAssist AI · Google Reviews Reputation Engine

AI-assisted reputation management converting positive feedback into Google reviews.

Stack:Next.jsNestJSOpenAI API (GPT-4o-mini)PostgreSQLPrismaBullMQ
SYSTEM ARCHITECTUREPRODUCTION VERIFIED
SURFACE
Modern UI
RUNTIME
Edge API
PERSISTENCE
Database
ZERO-LAYOUT-SHIFTSOVEREIGN STACK
Verified Status: October 2026Zero employer conflicts · Independent IP

About this Build

ReviewAssist AI is a customer reputation platform that helps local businesses accumulate authentic Google Reviews. Using quick feedback prompts, the AI assists guests in articulating their positive experiences into natural, high-quality review drafts that they can post with a single tap, avoiding prohibited review-gating techniques.

Core Highlights

Compliant feedback flow adhering strictly to FTC guidelines and Google anti-incentivization rules
GPT-4o-mini powered review drafter transforming 3-word keywords into polished customer reflections
Automated sentiment categorization and negative feedback escalation to management

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