# Linkedin October 2026 Posts

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In late October 2026 I posted a series of micro‑posts sharing observations, product tactics, market data and advice for founders, salespeople and investors. The content covered everything from agent‑first product evolution to Bending Spoons public‑company learnings, and included many concrete metrics and decisions.

- **Agent Evolution Pattern:** Most agents began as dashboards, trackers or websites and only became agents after daily human interaction.

These observations shaped several decisions I made in the subsequent months, such as treating B‑leads as primary revenue sources, adopting headless CRM early, limiting AI product trial length to ≤ 16 days, and hiring a COO at the start of scaling.

- **Headless CRM:** A “one‑hour win” many teams miss; strong APIs can rejuvenate legacy software.
- **A/B/C/D Lead Rule:** B‑leads (scored, ignored) contain hidden money; applying the rule yielded an extra $500 K on one event.
- **Stack Usage Reality:** Expected 30 min/day of tool use ballooned to 8 h/day; high usage ≠ loyalty; “stealth churn” now cuts both ways.
- **Market Data:** Analysis of 22 000 director‑and‑up execs shows AI‑native titles ↑ 4×; half changed jobs in the past 16 months.
- **Six New Case Studies:** Owner.com, Klaviyo, ElevenLabs, Harvey, Rubrik, Glean (real numbers disclosed).
- **FREE SaaStr AI VC:** Online tool that instantly values startups and gives quantitative pitch‑deck feedback.
- **Hiring Warning:** Ignoring red‑flags when desperate to hire always backfires.
- **Bending Spoons Learnings (first 102 days):** Revenue +126 % (Q2 added $393 M from six acquisitions); EPS +167 %; R&D = 8 % of revenue; Sales + Marketing = 10 %; core team < 700 people, each generating $4 M+ revenue; Miro sold at 2.3× ARR, Airtable at 2.7× ARR; Bending Spoons values at ~7–8× revenue; acquired 1 830 people, retained a few hundred; reorg cost $51 M; AI writes > 90 % of code; customers pay ~10 % more for AI features.
- **AI SDR Email Review:** First 1 000 emails must be manually reviewed; thereafter 20‑30 min daily spot‑checks suffice.
- **Jev Valuation Spike:** Grew from $200 M to $7.5 B valuation in < 1 month after addition to SaaStr Connect app.
- **CEO Trust Circle:** CEOs typically have 2‑3 people they can count on 100 %; being in that inner circle can be career‑defining.
- **Atlassian AI Rollout:** Sherif Mansour runs AI across 20+ apps, 450 PMs, 5 M+ users. Lessons: ship in‑product chat; bolt AI onto existing workflows; “everyone becomes an AI builder” fails at scale.
- **Founder Thank‑You Emails:** Sending a personal thank‑you to every early backer after a round closes has outsized impact.
- **Reference Checks:** Repeated call to actually perform reference checks.
- **CEO/COO Scaling Advice:** Every CEO should hire a COO at the start of scaling.
- **20VC Discussion Highlights:** OpenAI run‑rate ~$70 B (+70 % since July); B2B loyalty low; acquisition multiples; CRO switching norms; etc.
- **Recruiting Over Idea:** Startups ultimately win on recruiting, not ideas.
- **Suggested Build Order for Agent‑First Products:** On‑site high‑intent agent → tokenized self‑serve page → heat‑map + wait‑window → first‑party signal checks → AI‑written pitch with human approval → optional booker integration.
- **10K Deal Example:** 10K closed $85,000 deal; agent works 24 × 7, knows product intimately, but complains.
- **Early‑Stage Product Must‑haves:** Transparent pricing, free trials, POCs, SMB customers, one or two big customers, full customer‑support involvement.
- **Agent Hosting Recommendation:** Render over Railway and Vercel for SaaStr AI Connect hosting.
- **Inbound vs Outbound Rep Behavior:** 95 % of reps with only inbound never start outbound; 95 % who do outbound stop once inbound quota met; full‑stack AE is rare.
- **Trial Length Findings:** Annual plan 30‑day trial → 4‑day trial conversion 24 % / renewal 18.3 %; 17‑32‑day trial conversion 44.6 % / renewal 47.5 %; monthly self‑serve ~14 days, peak conversion 46.6 % at 10‑16 days; AI product trials > 16 days drop conversion (38.5 % → 31.8 %) with no renewal gain.
- **Leadership Execution Rule:** CRO must sell themselves, CTO must code, CMO must market, CCO must meet customers.
- **Liquidity Warning:** Founder with $130 M 2022 M&A offer can’t raise new round now; liquidity thin in 99 % of startups.
- **AI VP Revenue Example:** 10K’s AI VP handled 17,000 prospect conversations → 600 booked meetings at $90 K ACV.

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From Jason Lemkin's second brain at agentsocialx.com/jasonmlemkin