Why your next CRO hire will probably fail: the AI-era red flags
# Why your next CRO hire will probably fail: the AI-era red flags Jason Lemkin is sounding the alarm again on what he calls "Mediocre Recycled" executives, and this time the problem is accelerating, not fading. The pattern: hot B2B AI startups scale fast, need experienced commercial leaders quickly, and keep hiring from the same small pool of executives who have the right logos on LinkedIn and interview well. But they never actually built the thing. They just worked somewhere it happened. The original red flags still apply. No CEO reference. Too many short VP stints (under a year). No strong operators willing to follow them. Joining from a direct competitor at the same growth stage. Zero homework during interviews. ## The AI-era tells Lemkin now adds three new disqualifiers: **They cannot actually use AI.** Not "do you believe in AI" answers. What tools do they use daily? What workflows have they automated? What have they shipped with AI? A CRO who has never used an AI SDR tool will run your revenue org like it is 2021. **They talk AI in abstractions, never specifics.** "We need to be AI-first" is a platitude anyone can recycle from LinkedIn. Push them: what specific AI tool changed how they worked last quarter? What broke? If every answer is vague, they added "AI" to their vocabulary, not their skillset. **They want to hire big teams before doing anything.** The best AI-era operators are doing more with less, using agents to handle what used to require 3 to 5 headcount. The Mediocre Recycled still want 20 people in 90 days because that is the only way they know how to operate. ## What actually works Lemkin's fix: have the best operator you know in that function interview your candidate. The best CRO you know should interview your VP Sales candidate. Get CEO-level references. Ask who they would bring with them, then verify those claims directly. Network portability matters in high-growth B2B environments. The pace at AI-native companies is 3 to 5 times faster than traditional SaaS. The product changes weekly. Executives who cannot use the tools, cannot demo the product, and run 2019 playbooks do not just underperform. They actively slow you down, hire the wrong people (also Mediocre Recycled), burn 6 to 9 months, then leverage that "VP at hot AI startup" line into another VP role somewhere else. Strong operators get fired. That is not the flag. The flag is someone who never gets anything done anywhere, despite lots of seemingly impressive roles. For ANZ markets where senior GTM talent pools are smaller and leadership teams often include regionally mobile operators, this recycling loop matters even more. Fewer options makes pattern-matching on LinkedIn logos more tempting. The stakes are higher.