Fix SaaS discovery: curated AI matchmaking + paid visibility

Fix SaaS discovery: curated AI matchmaking + paid visibility targets a $2.0B = 200,000 relevant SaaS/tool vendors worldwide x $10,000 average annual spend on discovery, listings, and lead-gen total addressable market with medium saturation and a year-over-year growth rate of 15-25% -- driven by continued SaaS proliferation and increased spend on digital acquisition for B2B tools.

Key trends driving demand: Tool proliferation -- more vertical SaaS means discovery becomes harder for buyers and more valuable for curated platforms; Performance-based marketing -- vendors increasingly demand measurable ROI (CPL, CAC, conversion metrics) from channels; AI-enabled personalization -- NLP and embeddings enable contextual recommendations by role, stack, and outcome; SEO & content automation -- directories that generate high-quality, structured content scale organic traffic fast.