Reputation Loop
A two-sided app where small business owners leave quick voice reviews for each other after collaborations, and an AI turns those into a public, ranked trust score visible on each shop's profile and receipts.
local shop owners and tradespeople who collaborate on jobs
- 20-second voice-note review prompts sent automatically after shared jobs
- Public trust score that weighs recency, specificity, and reviewer history
- Receipts and invoices can carry a QR linking back to the shop's verified review page
- Weekly digest suggesting who in your network still owes you a review
Cross-referral between trades (plumbers, electricians, decorators) is a real local economy but lives entirely on word-of-mouth, and AI voice-to-text makes leaving quick reviews frictionless.
Cross-trade collaboration exists (TradesPool, TradesMen Network show real activity) but the specific 'voice review for peer trades' workflow has no clear evidence of demand; existing tools focus on homeowner→contractor reviews, not trade-to-trade.TradesPool - Connect With Trades ↗Connect with Skilled Trades Professionals | TradesMen Network ↗
Angi/HomeAdvisor/Thumbtack/TrustedPros/Trade Review dominate homeowner-to-contractor reviews, and Feedspace covers AI testimonial collection generally; a dedicated B2B trade-to-trade voice trust score has no direct competitor but the niche is small.Feedspace - AI Testimonial Collection Software & Review Automation ↗TrustedPros | Find The Right Contractor For Every Project ↗
Tradespeople are notoriously price-sensitive and wary of subscription tools; Angi monetizes via leads ($15-$100+ per lead) but a peer-trust-score subscription is unproven and Feedspace only shows willingness to pay for customer-facing testimonial tooling.HomeAdvisor vs Angi vs Thumbtack: Contractor's 2026 Guide ↗Feedspace - AI Testimonial Collection Software & Review Automation ↗
Word-of-mouth between trades is durable and the 'Badge' trend on PH supports credential display, but trust scores are gameable and network-effect chicken-and-egg is a real threat to long-term defensibility.8 Best Referral Program Software for Small Business Compared (2026) ↗
Voice-to-text (Whisper, etc.) and basic profile/receipt UI are trivially buildable; the hard part is not tech but cold-starting a two-sided network of competing local businesses willing to actually review each other.Real-Time Pricing Showdown: What 10k Minutes Cost on the Top Voice-AI Platforms ↗