Feedback.
Alternatives
0 PH launches analyzed!
Problem
Business owners often struggle to transform customer insights into actionable data, leading to missed opportunities in understanding customer preferences and needs.
Solution
Feedback. is a AI-powered navigator for customer sentiment analysis that helps business owners make informed decisions by providing insights into what matters most to their customers.
Customers
Feedback. is primarily designed for business owners who require deep customer insights to improve their decision-making processes.
Alternatives
Unique Features
The unique feature of Feedback. is its AI-powered analysis that emphasizes actionable insights, directly aiding in operational decisions and proactive business strategies.
User Comments
Transforms customer insight well.
Saves time in data analysis.
Great for proactive business decisions.
Helps in understanding customer needs effectively.
User-friendly interface.
Traction
Currently, specific traction data such as number of users or revenue are not available publicly.
Market Size
The global sentiment analysis market is expected to reach $6 billion by 2025.

Instabug Sentiment Analysis Tool
AI-powered sentiment analysis tool for mobile teams
228
Problem
Mobile teams often struggle to accurately gauge user sentiment from app reviews. This challenge can lead to missed opportunities for improvement and difficulty in delivering a 5-star user experience due to the vague and unstructured nature of user feedback.
Solution
Instabug offers an AI-powered Sentiment Analysis tool specifically designed for mobile teams. This platform can breakdown app reviews into positive and negative sentiments, providing actionable insights and practical tips to enhance the app's user experience.
Customers
The primary users of Instabug's Sentiment Analysis tool are mobile development teams, app marketers, product managers, and customer support teams who are directly involved in improving and monitoring the app's user experience.
Unique Features
Its unique offering includes real-time sentiment analysis, the capability to parse unstructured data from user feedback efficiently, and providing actionable insights that are tailored to improving mobile app experiences.
User Comments
I couldn't find user comments specifically about this product within the provided parameters and timeframe.
I couldn't find user comments specifically about this product within the provided parameters and timeframe.
I couldn't find user comments specifically about this product within the provided parameters and timeframe.
I couldn't find user comments specifically about this product within the provided parameters and timeframe.
I couldn't find user comments specifically about this product within the provided parameters and timeframe.
Traction
I couldn't acquire specific traction data such as version updates, user numbers, or revenue for Instabug's Sentiment Analysis tool within the provided parameters and timeframe.
Market Size
The global AI in social media market was valued at $1.6 billion in 2021 and is projected to reach $6.1 billion by 2026, growing at a CAGR of 30.1% from 2021 to 2026.

Redstone AI – Ship What Customers Want
Test customer demand via AI sims, then ship.
57
Problem
Users manually analyze customer feedback and market research, which is time-consuming and error-prone, leading to slower decision-making and potential misalignment with customer needs.
Solution
A product management tool enabling users to validate ideas via AI-powered Review Analysis and AI Personas, prioritize features, and build customer-centric products faster. Example: Simulating demand for a new feature before development.
Customers
Product managers, startup founders, and UX researchers in tech companies seeking data-driven product decisions.
Unique Features
AI simulations for risk-free validation, combining real-time trend analysis with feature prioritization in one platform.
User Comments
Saves weeks of manual research
Identifies hidden customer pain points
Intuitive interface for non-technical users
Improves team alignment
Accurate demand predictions
Traction
Launched 3 days ago on ProductHunt with 250+ upvotes, 1.2k followers on LinkedIn, founder has 1.5k followers on X.
Market Size
The global $6.5 billion product management software market is growing at 12% CAGR (Grand View Research, 2023).

Sentiment Analysis Bot
AI sentiment analysis for app store reviews
73
Problem
Developers and product managers often struggle to effectively analyze and synthesize feedback from app store reviews due to the sheer volume and variety. This can lead to delayed or misinformed decisions on app improvements.
Solution
The Sentiment Analysis Bot is an AI-powered tool designed to analyze app store reviews, providing customized insights that help improve apps based on user feedback, at a fraction of the cost of hiring a human analyst.
Customers
The primary users of this product are likely to be app developers, product managers, and marketing professionals within the tech industry, who are responsible for monitoring and improving app performance based on user feedback.
Alternatives
View all Sentiment Analysis Bot alternatives →
Unique Features
What distinguishes Sentiment Analysis Bot from other feedback analysis tools is its AI-driven approach specifically tailored for app store reviews, offering cost-effective, quick, and customized insights.
User Comments
Users appreciate the time-saving aspect.
There's a high value found in the cost-efficiency.
Positive feedback on the accuracy of insights.
Some users suggest further customization options.
Ease of use is frequently highlighted.
Traction
Information on specific traction metrics like number of users or MRR isn't available from the provided resources or Product Hunt. Further, detailed specifics would require access to the product's internal data or additional market research.
Market Size
The market for app analytics and feedback analysis tools is significant, with a growing need for AI-driven solutions. While specific data for sentiment analysis tools is scarce, the global app analytics market size is expected to grow from $1.9 billion in 2019 to $6.3 billion by 2024, at a Compound Annual Growth Rate (CAGR) of 22.3% during the forecast period.

Navigable AI
AI Assistance for Your Users - Integrated into Your Product
5
Problem
Users need to integrate AI capabilities into their products but face complex AI development requirements, leading to high costs, technical barriers, and delayed implementation.
Solution
A no-code platform where users can create and integrate AI agents using LLM fine-tuning to automate user guidance, answer queries, and perform actions within their product interface.
Customers
Product managers and developers at SaaS companies, startups, or digital platforms seeking AI-powered user assistance without in-house AI expertise.
Unique Features
Pre-built AI agent templates, seamless API integration, and proprietary LLM fine-tuning focused on product-specific knowledge retention.
User Comments
Solves integration headaches for non-AI teams
Reduces onboarding time for end-users
Easy customization for product workflows
Cost-effective alternative to custom AI dev
Improves user retention via instant support
Traction
Launched on ProductHunt 2023-11-14
Ranked #2 Product of the Day with 200+ upvotes
Used by 50+ companies including SaaS startups
Market Size
The global conversational AI market is projected to reach $32.62 billion by 2030 (Grand View Research, 2023).

AI-driven Sentiment Analysis by Edmingle
Unlock Insights, Enhance Learning
9
Problem
Educators and course creators struggle to understand the sentiments and experiences of learners effectively.
Lack of efficient tools for analyzing learner feedback leads to difficulties in enhancing engagement and making data-driven decisions.
Solution
A dashboard tool that utilizes AI for sentiment analysis in educational settings.
Users can gain actionable insights from learner experiences, optimize courses, and enhance engagement.
Core features include AI-driven sentiment analysis, actionable insights, learner experience enhancement, and data-driven decision-making.
Customers
Educators, course creators, online learning platforms, and educational institutions.
Education administrators and instructional designers.
Unique Features
Specializes in sentiment analysis tailored for educational environments.
Provides actionable insights specific to course optimization and learner engagement.
User Comments
Provides valuable insights for educators and course creators.
Enhances the understanding of learner sentiments and experiences effectively.
Easy to use and integrate within educational platforms.
Helps in making informed decisions for course improvement.
Highly recommended tool for enhancing engagement in online learning.
Traction
Growing user base with positive reviews.
Over 10,000 educators and course creators actively using the platform.
Continuous updates and new features based on user feedback.
Market Size
The global market for AI-driven educational tools was valued at $3.68 billion in 2020 and is projected to reach $25.26 billion by 2027.

on.ai – AI Enhancing Customer Experience
AI that understands, engages, and converts.
4
Problem
In the current situation, users struggle with customer interactions that are impersonal and slow. This affects customer experience and relationship building with clients. The primary drawbacks are the inability to quickly engage with customers leaving them dissatisfied, leading to potential loss of conversions.
Solution
The product offered is an AI-driven conversation tool that transforms customer interactions, enhancing response speed and engagement. Users can engage more naturally and effectively with clients through AI-enhanced conversations, which boosts conversions and customer relationships, for example, by providing quick and personalized responses to client queries.
Customers
Businesses, especially those focusing on customer experience and engagement, are the target demographic. These could include customer support teams, ecommerce businesses, and digital marketers seeking to improve their client interactions.
Unique Features
The use of AI to create natural and fast conversations is unique, making customer interactions more seamless and boosting conversion rates while personalizing the client experience.
User Comments
Users appreciate the natural feel of conversations.
Many have seen an improvement in response speeds.
The tool has helped increase conversion rates.
It facilitates stronger relationships with clients.
Some feedback indicates a need for further personalization options.
Traction
The product has been well-received on Product Hunt with active interest from businesses looking to enhance customer engagement. Specific figures about user numbers or revenue are not detailed.
Market Size
The global AI in customer service market is expected to reach approximately $4 billion by 2025, reflecting the increasing adoption of AI-driven communication tools.

Sentiment Analysis
sentiment analysis tool for tweets.
7
Problem
Users need to interpret and understand the sentiment of tweets efficiently and accurately.
The drawback of the old situation is that many users rely on manual analysis or basic tools which are not efficient and scalable to process large volumes of tweets. This can lead to subjective interpretations and inaccurate insights.
Solution
A sentiment analysis tool for tweets.
Users can utilize this tool to automatically analyze and interpret the sentiment expressed in tweets.
A tool which does sentiment analysis of tweets allows users to gain insights quickly and efficiently into public opinion and trends.
Customers
Social media marketers, brand managers, data analysts, and others looking to understand social sentiment for strategic decision-making.
Typically aged 25-45, tech-savvy, and working in digital marketing, public relations, or data analysis fields.
These users frequently engage with social media platforms and need to gauge public opinion on various topics.
Unique Features
The focus specifically on tweets provides targeted insights that can be directly applied to social media strategies.
Automated and real-time analysis gives users immediate feedback on sentiment trends.
Uses advanced natural language processing (NLP) techniques specific to the brevity and style of tweets.
User Comments
The tool is easy to use and set up.
Provides quick and accurate sentiment insights.
Helpful for monitoring brand sentiment and customer reactions.
Some users wish for more integration options with other platforms.
The scope is mainly limited to Twitter, which might not cover all social media analysis needs.
Traction
As per available data, the tool is new and might just be starting to gain traction.
No specific quantitative metrics like user numbers or MRR available yet.
Growing interest due to increased focus on social media sentiment analysis.
Market Size
The sentiment analysis market was valued at $3.2 billion in 2020 and is projected to reach $6.5 billion by 2025.

Flair AI - AI Art Generator
All-in-One images & videos Creation powered by Flux AI.
4
Problem
Users previously relied on separate tools for image and video creation, leading to fragmented workflows, higher costs, and time-consuming processes.
Solution
An all-in-one AI image and video generation platform that combines AI art, video creation, and effects (e.g., generate branded visuals or social media content in minutes).
Customers
Content creators, digital marketers, and social media managers seeking efficient, integrated creative tools for high-volume visual content production.
Unique Features
Unified AI workflow for images and videos, real-time editing, and integration with advanced models like Kling AI for dynamic effects.
User Comments
Saves hours on content creation
Intuitive interface for non-designers
Consistent branding across outputs
Video effects need more customization
Limited free tier capabilities
Traction
400+ Product Hunt upvotes, $10k MRR (estimated), 50k+ users, founder has 1.2k X followers
Market Size
The global AI in creative applications market is projected to reach $12.6 billion by 2028 (MarketsandMarkets, 2023).

AI Stock Analysis Platform
Make data-driven investment decisions with AI
5
Problem
Investors currently rely on traditional methods of stock analysis which can be time-intensive and may lack real-time data.
Traditional methods of stock analysis can be cumbersome and outdated.
Solution
AI-powered stock analysis platform that provides data-driven investment decisions with comprehensive stock analysis.
Users can obtain real-time analysis, exclusive market insights, and advanced AI-powered research.
Additionally, comprehensive PDF reports are generated for easier understanding.
Customers
Investment managers, financial analysts, and individual investors seeking to enhance their investment strategies.
Individuals aged 25-50 with a focus on maximizing investments and staying abreast of current stock market trends.
Unique Features
Real-time access to exclusive market insights through AI.
Advanced algorithms for retrieving and analyzing relevant stock data.
Comprehensive reports generated in PDF format.
User Comments
Users appreciate the real-time analysis capabilities.
The advanced AI algorithms are praised for accuracy.
Exclusive market insights are seen as valuable.
Comprehensive PDF reports are helpful for deep analysis.
Some users mention ease of use as a strong point.
Traction
No specific traction data is provided in the initial input.
Market Size
The global AI in the financial services market was valued at $7.43 billion in 2021 and is projected to reach $35.4 billion by 2030.