Kular vs Shaped
Side-by-side comparison of AI visibility scores, market position, and capabilities
AI outbound lead generation at $250 per qualified lead pay-per-result model; grew from $2.9M to $8.4M revenue in 2024 competing with 11x and AiSDR for B2B sales automation.
About
Kular is an AI-powered B2B lead generation platform that automates outbound email and LinkedIn prospecting on a pay-per-qualified-lead pricing model — charging $250 per qualified lead delivered rather than a flat subscription fee, making the ROI calculation straightforward for sales teams that know the value of qualified pipeline. Founded in 2021 and backed by Y Combinator, Kular raised $1.38 million and grew revenue from $2.9 million to $8.4 million in 2024, serving over 1,000 companies with a 52-person team.\n\nKular's platform handles the full outbound prospecting workflow: identifying target prospects matching the customer's ideal customer profile, writing personalized outreach emails based on prospect research, managing multi-touch email sequences, and qualifying responses to identify genuinely interested leads for handoff to the sales team. The pay-per-lead model aligns Kular's incentives with customer outcomes — the platform only generates revenue when it delivers results, rather than charging subscriptions regardless of performance. The $250/lead price point is positioned as significantly cheaper than Google Ads CPL (cost per lead) or agency-generated leads.\n\nIn 2025, Kular competes in the AI outbound sales automation market with AiSDR, 11x, Artisan, and Clay for AI-powered lead generation. The AI SDR category has seen rapid proliferation with many entrants building similar capabilities. Kular's pay-per-lead model is a key differentiator from subscription-based competitors — removing pricing risk for buyers who are skeptical about AI SDR ROI. The 2024 revenue growth from $2.9M to $8.4M (nearly 3x) demonstrates strong product-market fit at the current pricing model. The 2025 strategy focuses on maintaining lead quality standards that justify the $250 price point, scaling to more customers, and potentially developing higher-tier offerings for enterprise accounts with larger lead volume requirements.
Managed recommendation API with deep-learning personalized feeds; $8M Series A from Madrona, serving Outdoorsy and QVC with Meta-caliber personalization for companies without ML engineering teams.
About
Shaped is a San Francisco-based machine learning infrastructure company that provides production-ready recommendation systems and personalized feed APIs that businesses integrate to deliver relevant content, products, and notifications to users — eliminating the need to build and maintain complex recommendation engineering in-house. Founded by former Meta recommendation systems engineer Tullie Murrell, Shaped raised $8 million in Series A funding in July 2024 from Madrona Venture Group and Global Founders Capital, serving customers including Outdoorsy (peer-to-peer RV rental), Brazilian grocery app Trela, and QVC.
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