Analyze and prioritize feedback from 125+ sources with AI, collect more data with surveys and turn your insights into action, super fast.

👉 Connect and analyze feedback from any public customer feedback source. 👉 Find out how customers view your competitors versus your company. 👉 Compare topics like pricing, unmet needs, SWOT analyses - and receive updates in a weekly summary email.

Hey Product Hunt! 👋 I’m Abed, co-founder of Anecdote. Excited to finally be live on Product Hunt today! Today we’re launching Competitor AI. The simplest way to turn competitor feedback into actionable business insights. Sure, there are tools that analyze traffic, keywords, and blog posts, but they don’t tell arguable the most important part of the story– the customer’s story. That’s the gap we’re tackling. Understanding how customers view your product compared to your competitors’ can help you build smarter and faster. With AI, there are new ways to stay ahead—like analyzing competitor product launches or using generative AI to study competitor ads. But until now, no tool has focused on uncovering what customers are actually saying about your market as a whole, across all competitors - from a source where the proof is kinda undeniable. Customer feedback. That’s where Anecdote comes in. ✅Anecdote instantly analyzes your competitors' public feedback with AI Unlike traditional traffic-based competitor analysis tools, Anecdote takes a different approach. We use a trained large language model (LLM) to instantly process and analyze public feedback for your company and your competitors. This includes data from text-based sources like Twitter, Google Maps, the App Store, and Google Play (and more). Anecdote doesn’t just gather data—it organizes and prioritizes it. We tag and highlight trends, pain points, feature requests, and more, all based on customer feedback. Most importantly, we give you a clear side-by-side comparison of your product versus your competitors. 🎤 Customer insights: See what people are saying about your competitors versus your product. 🌉 Feature gaps: Identify industry-wide gaps and customer feature requests. ⚙️ SWOT analysis: Get a detailed view of strengths, weaknesses, opportunities, and threats specific to your market. 🫧 Sentiment bubbles: Visualize customer sentiment across topics and see how you stack up against others. 🤬 Brand risks: Spot feedback that could harm your brand compared to competitors. ❌ Churn reasons: Understand why customers are leaving competitors—in their own words. 📊 Market overview: Gain a complete picture of customer sentiment and emerging trends across your landscape. We’re focused on helping you make the most of your unused customer feedback data. Companies like Grubhub, OpenSea, OpenAI, and Booking already rely on Anecdote, and we’d love for you to give it a try—whether it’s our main product or this competitor analysis tool. Super excited to launch on Product Hunt and hear your thoughts! Thank you!

Congratulations on your launch! Super curious to try the tool! It has been far tooo long when market research tools were unaccessible due to the price and enterprise natural! Hope this product keeps developing and the market keeps opening up! Good luck!

Congratulations on the launch!!! Looking forward to try the competitor analysis.

Really smart way to consolidate customer feedback.

Я в захваті від цього, мені все так подобається, що я постійно тут зависаю.

Anecdote helped us making sense of data that is qualitative in nature like app reviews, customer feedback/complaints and even social media. It is a go-to tool for Business Leadership and Operations Teams to quickly understand customer feedback (from various sources) and help with setting product/business priorities. To put it simply, Anecdote should be in your arsenal if you want to live by the values of customer obsession and business backward mindset.