Track where AI recommends your B2B software - weekly model ranking monitor

Track where AI recommends your B2B software - weekly model ranking monitor targets a $1.0B = 50,000 B2B software vendors x $20,000 ACV (annual monitoring, alerts, benchmarking for mid-market and enterprise vendors) total addressable market with medium saturation and a year-over-year growth rate of 20-35% as AI-driven discovery and model adoption grows across buyer workflows.

Key trends driving demand: LLM-first discovery -- buyers increasingly ask ChatGPT, Claude, Gemini for software recommendations before Google, creating a new distribution layer.; Model consolidation and dominance -- a few vendors or model versions capture disproportionate first-pick share, making competitive ranking highly consequential.; Commoditization of product comparison -- standardized, repeatable prompts let services convert model outputs into time-series signals and benchmarks.; Weekly model updates -- frequent model tuning means recommendation ranks can shift quickly, increasing value of recurring monitoring..