Round 1 Winners!
Proof of Usefulness Report

Backboard.io

Analysis completed on 3/9/2026

+38
Proof of Usefulness Score
You're In Business

Backboard.io outlines a highly relevant and potentially useful concept for AI developers (a unified stateful memory API). However, the submission suffers from severely exaggerated and unsubstantiated claims regarding traction ('most people have used my product') and vague technical details ('Internet'). While the market timing is excellent given current AI trends, the lack of verifiable evidence, credible metrics, and serious responses places it in the lowest evaluation tier.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+4.5
Evidence Of Traction+1.25
Market Timing Relevance+8.5
Functional Completeness+0.75
Subtotal+33.5
Usefulness Multiplierx1.12
Final Score+38

Project Details

Project URL
Description
Backboard is the first API that gives developers a single stateful interface to more than 400 LLMs and SLMs. It solves one of the hardest problems in AI application development: memory. With Backboard, memory is no longer tied to one model or provider. It becomes portable, infinite, and secure across conversations, assistants, and agents. Today, developers face three challenges when building AI apps: fragmented APIs across providers, context that disappears at the end of a session, and privacy risks from foundation models that can store or share chat histories. Backboard eliminates these barriers. Version 1 is live now with a stateful API that lets conversations persist across models, and built-in RAG so developers can connect knowledge bases at any level of a thread. On October 7 we are adding portable memory that carries context across apps and models. By January 1 we will release infinite and anonymized memory so users own their data, not the model providers. Backboard is built for developers who want to embed AI quickly, for startups that need to move from prototype to production, and for enterprises that demand security and compliance. Pricing is usage based, starting at $20 for independents and scaling to full enterprise deployments. The future of AI is multi-model, context-rich, and privacy-first. Just as Stripe abstracted payments and Twilio abstracted telecom, Backboard is abstracting AI memory and orchestration. Start building with Backboard today.

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