Blog
Analysis, reviews, and playbooks for B2B growth tech. Everything is sourced and nothing is sponsored.
LinkedIn Ads vs Google Ads for B2B SaaS: Where to Put Your First $5K/Month
B2B SaaS benchmark data on LinkedIn Ads vs Google Ads: CPC, CPL, pipeline ROI, and how to split a $5K/month budget based on what the numbers actually show.
PlaybooksABM on a Startup Budget: What Works When You Have 50 People, Not 5,000
Enterprise ABM platforms start at $50K/year. Here's what actually works for B2B companies under 200 employees running account-based programs without the enterprise price tag.
AI in B2B SalesHow Well Do AI SDRs Actually Work?
Gartner predicts 40% of agentic AI projects will be canceled by 2027. Here's what the analyst research actually says about AI SDR performance, ROI, and what to evaluate before buying.
Tool ReviewsClay vs Apollo: What 10,000 User Reviews Say About Data Quality, Pricing, and Fit
Apollo has 9,400+ G2 reviews and a 2.9 Trustpilot score. Clay has 186 G2 reviews and costs 3x more. Here's what the review data says about when each tool makes sense.
Data & BenchmarksThird-Party Intent Data: What You Actually Get for $25K
Forrester evaluated 15 intent data providers in Q1 2025. G2 reviewers tell a more specific story than the demos do. Here's what the data says about who should actually buy it.
AI in B2B SalesAI for Sales Training and Coaching: What the Data Actually Shows
81% of businesses use AI for pipeline activities, but Gartner predicts fewer than 40% of sellers will report AI agents improved their productivity by 2028. Here's where coaching tools actually deliver.
AI in B2B SalesGenerative AI for B2B Sales: What the Research Actually Shows
McKinsey found 10–15% efficiency gains. Gartner says 40% of agentic AI projects will be canceled. Here's what the analyst research says about generative AI in B2B sales.
AI in B2B MarketingAI Marketing Tools: What the Data Shows About Each Category
74% of CMOs plan to increase AI investment, but fewer than half are satisfied with current ROI. A research-backed look at which AI marketing tool categories are delivering and which aren't.
Tool ReviewsBest AI Sales Automation Tools: What Review Data and Analyst Research Show
Across Outreach, Salesloft, Instantly, Apollo, and Lavender, here's what 30,000+ G2 reviews and Forrester's Wave analysis say about which tools deliver measurable results.
AI in B2B SalesAI Sales Email Generators: What They Actually Produce and How to Evaluate Them
AI email tools fall into two types: generation and scoring. Cold email reply rates average 2–5%. Here's what the review data and benchmarks say about what actually works.
AI in B2B SalesWill AI Replace Sales? What the Research Actually Shows
Gartner predicts AI agents will outnumber sellers 10:1 by 2028, yet fewer than 40% of sellers will report improved productivity. A data-backed look at which sales tasks AI is automating and which it isn't.
AI in B2B MarketingWill Marketing Be Replaced by AI? What the Analyst Data Shows
74% of CMOs plan to increase AI investment while fewer than half are satisfied with current ROI. A research-backed look at which marketing functions AI is displacing versus which it's changing.
AI in B2B SalesPredictive Sales AI: What the Tools Actually Do and Where They Deliver
Lead scoring, intent data, pipeline forecasting, and deal risk detection are four distinct categories with different evidence bases. Here's what each one actually predicts and what quality is realistic.
AI in B2B MarketingAI Marketing Agents: What They Actually Do and What the Evidence Shows
Gartner predicts 40% of agentic AI projects will be canceled by 2027 and only ~130 vendors have real agentic AI. Here's what AI marketing agents actually do in production and how to evaluate claims.
Tool ReviewsSalesloft vs Outreach: What 7,300 Reviews and Pricing Data Reveal
Salesloft rates 4.5/5 on G2; Outreach rates 4.3/5. What reviewers actually say about rep adoption, sequence depth, and the impact of Clari's acquisition of Salesloft on teams evaluating today.