Batch-create hundreds of LLM agent configurations for social simulation

Batch-create hundreds of LLM agent configurations for social simulation targets a $2.4B = 200K marketing and ad-tech teams × $12K ACV total addressable market with medium saturation and a year-over-year growth rate of 15% CAGR in AI-enabled marketing and synthetic data tooling (source: mixed industry reports from Forrester/Gartner and growth in AI infrastructure spending).

Key trends driving demand: LLMs are enabling programmatic persona generation — this makes automated agent creation technically feasible and valuable for simulation.; Demand for synthetic audiences and privacy-safe testing is increasing — organizations want realistic test populations without PII exposure.; Marketing and safety teams increasingly use simulation to test messaging and moderation policies before live rollout, creating demand for scalable multi-agent tooling..