Proof of Usefulness Report

ToxiPets by Chivelab Inc.

Analysis completed on 3/19/2026

+44.56

Proof of Usefulness Score

You're In Business

ToxiPets addresses a high-utility, genuine real-world problem for pet owners using suitable technologies like OCR and ML. However, the submission suffers significantly from exaggerated and unverifiable claims regarding traction and audience reach ('most people have used my product', 'everyone'). Due to the lack of credible metrics, the project falls into the minimal traction category despite a solid underlying concept.

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Score Breakdown

Real World Utility+20.0

Audience Reach Impact+1.0

Technical Innovation+9.0

Evidence Of Traction+1.25

Market Timing Relevance+7.0

Functional Completeness+0.5

Subtotal+38.75

Usefulness Multiplierx1.15

Final Score+45

Project Details

Project URL

chivelab.com

Description

- Can I give Aspirin to my dog? How about Benadryl? - Does every chewing gum has xylitol as an ingredient? What are other names for Xylitol I should be looking for? - My dog chewed on chapstick. Is it dangerous? - Is garlic & onion dangerous for dogs? What about cats? - Are my house plants safe for my cat? - During our dog walk, my dog seemed curious about some fungi. What was it? Is it dangerous? - My dog ate chive crackers. Should I be worried? We are a team of data experts, toxicologists, and veterinarians. We are mainstreaming Artificial Intelligence and Machine Learning to help educate pet owners about what their beloved dogs and cats can or cannot eat. We want to help you answer your own question. We allow you to: - Scan product barcodes and analyze their ingredients - OCR search ingredients lists from packages without a barcode - Snap a picture of plants to identify and see if they are dangerous - Check out our poison list of 100s of potentially dangerous items, researched by our toxicologists and veterinarians. - Post the results and discuss them with other community members

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