lead-qualification

  • 11x

    11x builds AI sales development representatives — Alice (outbound email and LinkedIn) and Mike (inbound call handling) — designed to operate as autonomous agents rather than workflow automation. The company raised a $20M Series A from Benchmark in mid-2024 at a reported $50M valuation, generating significant press. That press cycle was followed by a difficult 2025 in which multiple customers and former employees publicly alleged inflated ARR figures, rapid churn, and gap between demo performance and production reliability. As of April 2026, 11x is a company with a compelling product vision and serious execution credibility questions.

  • Artisan

    Artisan is an AI sales development representative platform centered on Ava, its AI BDR, which handles prospect research, email personalization, outbound sequencing, and meeting booking autonomously. The company raised a $25M Series A in 2024 from Foundation Capital and Y Combinator and has been quieter about controversy than its better-funded competitor 11x — a distinction that matters enormously in a category where trust is the primary evaluation criterion. Practitioner reports as of early 2026 consistently place Artisan’s production output quality above 11x’s, with more reliable deliverability, more coherent personalization, and fewer hallucinated references. If you are going to buy an AI SDR, Artisan is currently the most defensible choice.