Automatically detect buyer-intent posts across Reddit, LinkedIn, X and niche forums

Automatically detect buyer-intent posts across Reddit, LinkedIn, X and niche forums targets a $6.0B = 2M businesses × $3K ACV (global organizations that would buy advanced social/intent monitoring annually) total addressable market with medium saturation and a year-over-year growth rate of 12% — market research for social listening, intent data and sales intelligence shows ~10–15% CAGR (MarketsandMarkets, 2024).

Key trends driving demand: Trend — buyers prefer high-precision signals over volume, creating demand for intent-first tools that reduce manual validation.; Trend — LLMs and fine-tuned classifiers now enable more accurate intent detection across noisy short-text platforms, improving signal quality.; Trend — CRM and outreach platforms increasingly accept third-party signal integrations, lowering integration friction and increasing acquisition paths.; Trend — privacy and platform policy changes push vendors to rely on resilient ingestion patterns and adaptive scraping/ API strategies..