ReviewAutoRespond - AI Reputation Management for Local Services

Automatically respond to Google, Yelp, and Facebook reviews in your brand voice. No more 1-star reviews sitting unanswered for weeks.

Difficulty

low-code

Overview

ReviewAutoRespond monitors all incoming reviews across platforms, drafts contextual AI responses in your business voice, routes them for quick approval, and posts automatically. Negative reviews get flagged for priority response. Managers see a simple dashboard instead of checking five platforms daily. Businesses report 40% faster response time and 15% improvement in overall ratings just from consistent, professional replies.

Key Features

▸Multi-platform review aggregation
▸AI response drafting
▸Brand voice training
▸Approval queue
▸Auto-posting
▸Sentiment detection
▸Response time analytics
▸Team collaboration

Target Audience

Local service businesses: plumbers, HVAC, landscapers, salons, gyms, dentists. 500k businesses in US, mostly struggling with review management.

Tech Stack

Next.js, Supabase for review metadata, Google Business API, Yelp API, Meta Graph API, Claude for response generation, Stripe for payments, Vercel — build with Lovable for UI, Cursor for integrations.

Time to Ship

2 weeks

Business Model

SaaS subscription based on number of locations.

Required Skills

Google Business, Yelp, and Meta APIs. Claude API. Basic sentiment analysis.

Resources

Google Business Profile API docs, Yelp Fusion API, Meta Graph API, Claude API, Supabase docs.

Monetization Path

Free: connect one location, respond manually. Basic ($19/month): AI-drafted responses, one location. Pro ($49/month): multiple locations, auto-posting, sentiment analysis, reputation score tracking.

Competition Level

Medium

Estimated Monthly Cost

Claude API: $40, Supabase: $25, Vercel: $15, Stripe fees: ~$25 on $3.8k revenue. Total: ~$105/month at launch.

Revenue Potential

$19/month × 200 businesses = $3,800 MRR at month 3. $49/month × 400 businesses = $19,600 MRR at month 6.

Build It Right

Core User Journey

Success Definition

A local business owner discovers the product, connects their locations, responds to 3 reviews with AI drafts, and upgrades to Pro within 14 days.

Architecture Pattern

Webhook from Google/Yelp/Meta → stored in Postgres → Claude generates response → presented in approval dashboard → manager approves → posted via API → logged for analytics.

Integration Points

Google Business Profile API for reviews and posting, Yelp Fusion API for reviews, Meta Graph API for Facebook reviews, Claude API for response drafting, Stripe for billing.

Data Model

Business has many Locations. Location has many Reviews. Review has one DraftedResponse. Response has PostingStatus and analytics.

Avoid These Pitfalls

Do not launch without Google Business API working — it's the main integration. Do not use generic AI responses initially — train Claude on sample business voice. Do not auto-post without approval until trust is built.

V1 Scope Boundaries

V1 excludes: WhatsApp or SMS reviews, competitor monitoring, team role-based permissions, white-label, international review platforms.

Example Use Case

Marcus runs a plumbing company with 3 locations. He gets 8–10 reviews per week across Google, Yelp, and Facebook. Without ReviewAutoRespond, he reads them sporadically, sometimes forgets to reply, and responses take 3–4 days. With ReviewAutoRespond, every review is drafted instantly, routed to Marcus for approval in 1 click, and posted within 1 hour. His response rate jumps from 20% to 90%, Google ratings improve from 4.2 to 4.6 stars in 2 months, and he gets 12% more inbound calls from improved visibility.

Challenges

API rate limits across platforms. Ensuring AI responses feel genuine, not robotic. Managing deletion or editing of reviews post-response.

Success Metrics

Week 1: 20 signups. Month 1: 60 connected locations. Month 2: 50% of drafts are auto-approved without editing.

MVP Scope

Google Business and Yelp integration, review aggregation, Claude-drafted responses, approval queue, manual posting, email notifications.

Launch & Validation Plan

Interview 20 local service business owners about review management. Build landing page with pain points. Offer free trial to 10 businesses, collect feedback over 2 weeks.

Customer Acquisition Strategy

First customer: Call 50 local plumbing and HVAC contractors, offer 3 months free. Broader: Google Local Services Ads, Yelp advertiser community, Facebook local business groups, local chamber of commerce emails.

Competitive Advantage

Simpler than enterprise tools like Birdeye. Cheaper than Podium. AI responses feel natural, not templated. Multi-platform in one dashboard.