Convergence
Three operators converge on the same shift: AI flattens the cost of producing specificity, so the long tail of narrow, segment-specific offerings becomes profitable. The implication runs across pricing (5x for the same service in a different segment), targeting (renewal-window + tech-stack), and market entry (pick the niche where the fish are).
Operators
- Eric Seufert — AI makes specificity profitable; the Pareto distribution flattens at the long tail. AI makes specificity profitable; the Pareto distribution flattens at the long tail.
- Andrew Wilkinson — Same service, different segment, 5x price — the variable is buyer economics, not effort and Pick a niche where the fish are; do not deadlift 300 pounds on day one. Same service, different segment, 5x price; pick a niche where the fish are.
- Florin Tatulea — Combine tech-stack signal with contract-renewal window for ~5x outbound conversion. Combine tech-stack signal with contract-renewal window for ~5x outbound conversion.
- Benjamin Lauzier — Pre-PMF, stop theorizing marketplace dynamics — pick the hardest side and nail liquidity. Pre-PMF, pick the hardest side and nail liquidity — same shape: get specific before generalising.
Variation
- Seufert names the macro shift (Pareto flattens).
- Wilkinson works the pricing + niche angle.
- Tatulea works the outbound timing angle.
- Lauzier works the marketplace specificity angle.
- Convergence: be more specific than feels comfortable; the cost of specificity is now low and the conversion uplift is large.
Implication
Audit your offer/pricing for segment specificity. If you have one price + one offer + one ICP, you're leaving 5x on the table. Use AI to spin up segment-specific landing pages, pricing tables, and outbound sequences. Pick the narrowest viable niche first.
Sources
- ins_specificity-becomes-profitable — Eric Seufert
- ins_willingness-to-pay-by-segment — Andrew Wilkinson
- ins_fish-where-the-fish-are — Andrew Wilkinson
- ins_tech-stack-renewal-window-play — Florin Tatulea
- ins_marketplace-liquidity-before-dynamics — Benjamin Lauzier