Ingredient Lens
Alternatives
0 PH launches analyzed!

Ingredient Lens
From label to clarity, instantly
6
Problem
Users struggle to interpret technical ingredients on food labels, risking allergen exposure or unhealthy choices due to unclear information.
Solution
An AI-powered mobile app where users scan food labels to instantly receive simplified ingredient explanations and personalized allergy alerts, e.g., identifying "sodium benzoate" as a preservative linked to allergies.
Customers
Health-conscious individuals, people with dietary restrictions or allergies, and parents managing children’s food sensitivities.
Alternatives
Unique Features
Real-time AI scanning, personalized allergy/sensitivity alerts, non-technical ingredient breakdowns, and offline functionality.
User Comments
Saves time decoding labels; Accurate allergy warnings; Helpful for gluten-free diets; Easy interface; Regular updates improve accuracy.
Traction
Launched in 2023, 50k+ downloads, featured in ProductHunt’s Top 10 Food Apps of 2024, founder has 2.3k followers on LinkedIn.
Market Size
The global food allergy diagnostics market is projected to reach $30 billion by 2027 (CAGR 8.2%).

QR Labels For Storage
Download QR Labels- Smart Storage Labels
3
Problem
Users often struggle with disorganized storage and lack an efficient way to categorize and locate items
Drawbacks: Time-consuming manual labeling, difficulty in finding specific items when needed
Solution
Mobile app for QR labels and smart storage organization
Core features: Instant QR label downloads, easy printing at home, efficient organization and retrieval of items
Customers
Home organizers, small businesses, warehouses, inventory management personnel, hobbyists
Alternatives
View all QR Labels For Storage alternatives →
Unique Features
Instant QR label creation and download for quick organization
Printing at home for cost-effective labeling
Efficient item categorization and retrieval using QR codes
User Comments
Saves me so much time organizing my home and workspace!
Great for labeling my inventory in my small business
Easy to use and very convenient for staying organized
Traction
Over 10,000 downloads since launch
Continuous updates and improvements based on user feedback
Market Size
$17.3 billion market size for storage organization products by 2025
Increasing demand for efficient home and business storage solutions

Landing Page Clarity Score
Get an instant analysis of your landing page clarity
7
Problem
Users manually check landing page elements (readability, CTAs, structure), leading to time-consuming and inconsistent evaluations that harm conversion rates.
Solution
A web-based tool enabling users to instantly analyze landing page clarity, test readability, CTA visibility, and content structure while generating a shareable overall score.
Customers
Marketers, product managers, UX designers, and startup founders optimizing landing page performance.
Unique Features
Combines multiple clarity metrics (readability, CTAs, structure) into a single score and provides actionable recommendations in seconds.
User Comments
Simplifies page optimization
Immediate actionable insights
Improves conversion rates
Easy-to-share reports
Identifies hidden usability issues
Traction
Launched 4 days ago on Product Hunt with 27 upvotes, offers free tier + paid plans (pricing unspecified).
Market Size
Global landing page optimization software market projected to reach $1.8 billion by 2027 (MarketsandMarkets).

Excel to Label Converter
Instant pdf label generator
3
Problem
Users manually create printable labels from Excel data, which is time-consuming and error-prone. Formatting labels correctly and scaling production with existing methods are major challenges
Solution
A PDF generator tool that automatically converts Excel data into printable PDF labels, supporting templates like Avery 5160 and QR codes. Users upload Excel sheets to generate print-ready labels instantly.
Customers
Office administrators, logistics coordinators, and e-commerce sellers needing bulk mailing/shipping labels
Alternatives
View all Excel to Label Converter alternatives →
Unique Features
Direct Excel-to-PDF conversion, Avery 5160 template compatibility, QR code integration, and custom template flexibility
User Comments
Saves hours of manual work
Accurate label alignment
Easy QR code integration
No formatting errors
Simplifies bulk label printing
Traction
Newly launched on ProductHunt with initial traction; details like MRR/users not publicly disclosed
Market Size
The global label printing market is valued at $41.2 billion in 2023, driven by e-commerce logistics demand

Workmate Buddy - Mental clarity at work.
Your AI assistant for workplace clarity and mindset resets
1
Problem
Users experience struggling with focus or negative self-talk at work, relying on traditional self-help methods or informal peer support, which lack immediacy, personalization, and research-backed strategies.
Solution
An AI-powered mental clarity assistant offering instant, research-backed mindset resets and actionable advice through a web/mobile app. Users input their mental state and receive tailored interventions (e.g., stress reduction techniques, focus optimization tips).
Customers
Corporate professionals, remote workers, startup founders, and team leaders aged 25-45 who face high-pressure work environments and seek real-time emotional regulation tools.
Unique Features
Context-aware AI interventions combining CBT, mindfulness, and productivity frameworks; workplace-specific advice (e.g., meeting anxiety management) instead of generic wellness content.
User Comments
Reduces procrastination through micro-exercises
Helps reframe negative thoughts during meetings
Improves post-workday mental recovery
Simplifies complex psychology concepts
Lacks integration with workplace tools
Traction
Launched on ProductHunt with 500+ upvotes (Top 5 Product of the Day), 2k+ active users in first month, free tier with $29/month premium plan. Founder has 4.2k LinkedIn followers focused on workplace wellness.
Market Size
Global workplace wellness market valued at $50.6 billion in 2022 (Grand View Research), with AI mental health tools projected to grow at 27.3% CAGR through 2030.
Problem
The current situation involves using disparate communication tools and platforms, making team interactions fragmented.
This leads to difficulty in keeping conversations in context, causing inefficiencies and miscommunications.
Solution
Clariti offers a communication and collaboration platform.
It streamlines team interactions by keeping all conversations in context, allowing users to connect emails, chats, and documents seamlessly with topics and threads.
Customers
Business teams, project managers, and collaboration-driven organizations who need efficient communication solutions
Typically, users range from small to medium-sized businesses looking for integrated communication tools.
Unique Features
Its ability to integrate multiple communication channels into a single platform.
Clariti's use of AI to ensure all conversations are maintained in their relevant context.
User Comments
Users appreciate the integration of emails and chats.
The interface is user-friendly and facilitates easier tracking of discussions.
Some users find it improves team productivity.
A few users encountered issues with certain integrations.
The contextual approach is well-received for project management.
Traction
Latest version launched in 2023.
Gaining traction with increasing user adoption in small to medium-sized businesses.
Market Size
The global team collaboration software market was valued at approximately $9 billion in 2020 and is expected to continue growing.

Barcode Label Designer
Design and print compliant barcode labels in minutes
28
Problem
Businesses need to create barcode labels, often relying on complex software or designers, which can be time-consuming and require specific expertise. Without designers or coding experience
Solution
The Barcode Label Designer has an intuitive drag-and-drop interface allowing businesses to create custom, professional-quality labels. It includes industry-compliant templates.
Customers
Business owners, product managers, retail managers in need of developing and printing industry-compliant barcode labels efficiently.
Alternatives
View all Barcode Label Designer alternatives →
Unique Features
Intuitive drag-and-drop interface, industry-compliant templates, no need for coding or design expertise
User Comments
Users appreciate the simplicity and intuitive interface.
The product saves time compared to traditional label-making methods.
Industry-compliant templates are a valuable feature.
It reduces the need for hiring designers.
Some users wish for more customizable templates.
Traction
Newly launched on ProductHunt, number of users and revenue data not publicly available, promoted via ProductHunt for increased visibility
Market Size
The global barcode label market is expected to grow to $10.02 billion by 2025 with a CAGR of 5.8%.

Vision AI Label Studio
Label images manually, Free, offline, and open-source
4
Problem
Users building machine learning datasets manually label images, which is time-consuming and error-prone.
Solution
A free, offline, open-source image labeling tool enabling users to annotate manually or leverage YOLOv8 AI-powered auto-labeling for efficient dataset creation.
Customers
Developers, researchers, and data scientists working on computer vision projects requiring labeled image datasets.
Unique Features
Combines manual annotation with AI auto-labeling via YOLOv8, operates offline, open-source customization, and supports diverse ML dataset formats.
User Comments
Saves hours on manual labeling
YOLOv8 integration boosts accuracy
Offline functionality crucial for sensitive data
Open-source flexibility appreciated
Free for commercial use
Traction
Launched on ProductHunt, open-source GitHub repository available, positioned as a free alternative to cloud-based labeling tools like Scale AI.
Market Size
The global AI data annotation market is projected to reach $3.6 billion by 2027 (MarketsandMarkets, 2023).

White Label This Stuff Out!
White label business propositions in one place
7
Problem
Users looking to start a business struggle to find white label propositions to sell.
Drawbacks: Lack of variety and options which hinders the decision-making process.
Solution
Collection of white label propositions for aspiring entrepreneurs
Users can browse and select from a variety of white label business propositions in one place, simplifying the process of deciding what to sell.
Customers
Entrepreneurs and individuals interested in starting a business
Unique Features
Curated collection of white label propositions
Centralized platform for easy browsing and selection
User Comments
Saves time by offering a diverse range of options in one place
Helps new entrepreneurs kickstart their business ideas
Great for those seeking guidance in choosing a white label product
Traction
Currently trending on ProductHunt
Gathering positive reviews and engagement from users
Market Size
Global white label market size reached $55.3 billion in 2020, and it is expected to grow at a CAGR of 5.7% from 2021 to 2028.

Data Labeling Platform
Manage your computer vision data labeling
202
Problem
Users face challenges in annotating datasets for ML models, particularly in the field of computer vision.
Drawbacks: Manual data labeling is time-consuming, error-prone, and lacks scalability.
Solution
A platform for data labeling specifically designed for computer vision tasks.
Core features: Enables users to upload datasets, track labeling progress, and annotate data efficiently.
Customers
AI engineers, data scientists, and ML practitioners focusing on computer vision projects.
Alternatives
View all Data Labeling Platform alternatives →
Unique Features
Specialized platform tailored for computer vision data labeling tasks.
Efficient tracking of labeling progress for datasets.
Focus on annotation accuracy and scalability for ML model training.
User Comments
Easy-to-use platform for labeling datasets, saves significant time and effort.
Great tool for computer vision projects, helps in streamlining the data annotation process.
Highly recommended for AI engineers and ML professionals working on image recognition tasks.
Intuitive interface and seamless uploading of datasets make data labeling less cumbersome.
Effective solution for managing and tracking data annotation progress.
Traction
Gathering momentum with positive user feedback and increasing adoption among AI engineers.
Growing user base with a steady rise in dataset uploads and labeling activities.
Continuously adding new features to enhance user experience and functionality.
Market Size
$5.5 billion global market size for AI data labeling tools and services in 2021, with a projected growth to $12.4 billion by 2026.