Proof of Usefulness Report

Bobble AI Technologies

Analysis completed on 1/16/2026

+618
Proof of Usefulness Score
Category Standard

Bobble AI is a significant player in the conversational media space with verified massive reach (85M+ users, Mint Keyboard default on Xiaomi devices). While the submission itself was low-quality (lazy responses like 'most people' for traction), external verification confirms high market penetration in India/Indonesia. Revenue (~$4.5M USD) is lagging behind user scale, and the company faces monetization challenges (high losses). The project scores highly on Reach and Utility but is penalized for Submission Quality and the disparity between user count and revenue.

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Score Breakdown

Real World Utility+212
Audience Reach Impact+180
Technical Innovation+112
Evidence Of Traction+112
Market Timing Relevance+80
Functional Completeness+5
Subtotal+702
Usefulness Multiplierx0.88
Final Score+618

Project Details

Project URL
Description
World’s first Conversation Media Platform, Bobble AI is enriching everyday conversations because there is nothing more authentic and persuasive than what one friend says to another. With expressive and personalized content including stickers, GIFs and emojis, deep localization with over 100 languages, AI-based contextual recommendations, speech-to-text, and much more, Bobble AI is transforming conversations of over 30 million users and counting! \n\nBobble AI’s flagship product Bobble Indic Keyboard allows real-time content creation and personalization through its leading-edge AI technology. It is regarded as the highest-rated, most engaging, and retaining keyboard in the world leaving behind Google’s Gboard and Microsoft’s Swiftkey. Bobble AI has created the powerful Mint Keyboard which is the default keyboard of Xiaomi phones. Being the first to identify consumers’ need to communicate in the local language, Bobble AI has leveraged its strength in Indian languages and introduced Malayalam and Bangla Keyboards amongst many other regional keyboards.
Audience Reach
everyone
Target Users
everyone
Technologies
Writing And-Editing, Consumer Goods, Machine Learning
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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