Build a Competitor Analysis Framework With Public Signals
A signal-based competitor analysis framework built from Reddit, X, and LinkedIn threads: find named prospects who just described your competitor's pain.
Journal · AI Market Research
6 articles in AI Market Research.
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Reddit Market Research: Extract Real Buyer Signals in 2026
Reddit hosts 100,000+ active communities where B2B buyers describe their exact pain points daily. Here is how to mine those signals without a survey or ad budget.
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Market Research Trends 2026: Signal-Based Research Wins
Market research trends 2026: why brand monitoring fails B2B teams and what signal-based research looks like in practice, with real examples.
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Social Media Competitor Analysis: Your Field Guide
How to run a social media competitor analysis that finds named prospects actively complaining about competitor products, using only public forum data.
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AI Agent vs. Chatbot: What Actually Separates Them
Gartner found only 130 verifiably agentic products among thousands of claims. This draws the exact line between chatbots and agents, with B2B use cases and three vendor tests.
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AI Agent Examples: 12 Real Use Cases That Actually Work
12 real-world AI agent examples with named companies and measured outcomes. From JPMorgan to Walmart, this is what agentic AI actually delivers in 2026.
