Round 1 Winners!
Proof of Usefulness Report

LegitReach

Analysis completed on 6/2/2026

+61.81
Proof of Usefulness Score
You're In Business

LegitReach presents a highly relevant, time-saving solution for community managers with a solid modern tech stack (Gemini, Neo4j, Next.js). However, as an early-stage beta with only 3 paying brands and a waitlist of 100, its audience reach and verifiable traction are currently minimal, aligning the score with the <50K users calibration bracket despite its strong market relevance.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+3.00
Technical Innovation+11.25
Evidence Of Traction+5.00
Market Timing Relevance+9.00
Functional Completeness+4.25
Subtotal+53.75
Usefulness Multiplierx1.15
Final Score+62

Project Details

Project URL
Description
LegitReach is a search engine for community managers. It scouts Reddit (X, LinkedIn, HackerNews on roadmap) for brand-relevant discussions & surfaces the best conversation opportunities, so community managers can engage across multiple channels in under 5 minutes a day instead of hours.
Audience Reach
Currently reaching ~150 community managers/month using community manager platform. Since beta-launch: 100 people waitlist full, 67 customer-discovery calls, 3 paying beta brands (enterprise), 1 signed LOIs.
Target Users
Community managers & social media managers at startups, D2C ecomm, & organizations who need to maintain & compound an authentic online presence without a 100% dependency on paid media. Notable early customers include a ecomm brand (beach-head), venture studio, & a political strategist.
Technologies
Other, Neo4j, Bright Data, Next.js, Gemini, Supabase, Upstash Redis, Clerk, Stripe
Traction Evidence
LegitReach is currently in beta. Pre-launch traction includes 67 customer-discovery calls, 3 paying brands. We project reaching 50 active community managers (we have a 100 people waitlist/interested ready) within 30 days of full launch , driven by personal founder network, word-of-mouth and brand management communities. Longer term, the total addressable market includes the estimated 150,000+ community managers & social media managers at SMBs in the US alone.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline