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© 2025

Field Notes

Field Notes are fast, from-the-trenches observations. Time-bound and may age poorly. Summarized from my real notes by . Optimized for utility. Not investment or legal advice.

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=======================
Field Note Clanker
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⏺ Agent start
│
├── 2 data sources
└── Total 7.5k words
⏺ Spawning 2 Sub-Agents
│
├── GPT-5: Summarize → Web Search Hydrate
├── GPT-5-mini: Score (Originality, Relevance)
└── Return Good Notes
⏺ Field Note Agent
│
├── Sorted to 4 of 7 sections
├── Extracting 5 key signals
└── Posting Approval
⏺ Publishing
┌────────────────────────────────────────┐
│ Warning: Field notes are recursively │
│ summarized by agents. These likely age │
│ poorly. Exercise caution when reading. │
└────────────────────────────────────────┘

Field Notes - Oct 15, '25

Executive Signals

  • AEO is the new SEO: commercial proof beats templates as models answer queries
  • Proof beats prose: compliance buyers reward speed-to-proof over brand theater
  • Creators as analysts: newsroom cadence lowers CAC and shortens cycles
  • High ACV, narrow channels : intent-first campaigns until unit economics prove out
  • Consumer lag, enterprise lead: clone trusted patterns before they become table stakes

CEO

Carve R&D From Consumer-to-Enterprise Lag

Consumer behaviors harden into enterprise defaults on a five–ten year lag. Treat consumer patterns as scouting reports for future B2B primitives, carving dedicated budget for fast probes and clear scale-or-kill triggers.

  • Allocate 5–10% of R&D to 90‑day probes cloning two consumer patterns/quarter
  • Keep a PM‑owned Consumer→B2B watchlist; re‑rank monthly against product goals
  • Scale only if ≥2x engagement or ≥30% WAU in pilot; otherwise cut

Marketing

Creators-as-Analysts, Not Webinars

Streamers normalized a trusted format; the B2B version is industry‑grade creators delivering analysis on a newsroom cadence. Treat the show as a distribution and product surface, not collateral, and hold it to pipeline economics.

  • Ship a weekly 20–40 minute live show; commit to 12 episodes across LinkedIn/YouTube/X
  • Targets: ≥8 minute average watch time; sourced pipeline ≥1% of live attendees; CAC ≤75% of webinar baseline
  • Staff like a product: showrunner, analyst, AE; clip highlights for outbound and nurture

Proof Over Poetry in Compliance

Compliance buyers are obligated, not enthusiastic. Optimize for speed‑to‑proof and bottom‑of‑funnel demand capture. With answer engines absorbing “what is” content, templates are commodity—prioritize BOFU pages and first‑party evidence that resolve purchase risks.

  • Make qualified demos the North Star; connect ad → landing → CRM with company, deal size, close attribution
  • Publish “vs.”, “alternatives”, migrations, and ROI calculators grounded in customer data; mirror pre‑click to post‑click
  • Reduce pogo‑sticking: place a deep internal next step above the fold; ship Q&A format, scannable sections, clear CTA

Channel Fit Follows ACV

Acquisition channels map to ACV. Low‑ticket compliance SKUs convert on intent; high‑ticket displacement needs account‑targeted proof and social validation before broad awareness.

  • If ACV < $10k: bias to Google exact‑match BOFU terms; pause LinkedIn until unit economics clear
  • If ACV ≥ $25k: run named‑account LinkedIn to ≥300 lookalikes; lead with role‑matched social proof
  • For enterprise displacement: add brand conquesting and “incumbent vs. us” pages before broad plays

Ship Competitor Pages Before Fancy Funnels

Obvious wins die in backlogs while prospects search competitors today. Meet intent with fast, credible comparisons, then layer polish.

  • In two sprints, publish “Top 5 alternatives,” “X vs. Y,” and “Why switch from X” for top competitors
  • Align keywords, ad copy, and landing headlines one‑to‑one; add quotes later—launch now
  • Review by assisted pipeline and velocity, not form fills

Sales

Plan Paid Demo Economics Upfront

In B2B security, qualified demos typically cost $500–$1,000. Set the demo target, budget to the range, and let pipeline—not clicks—govern scaling decisions.

  • Set a monthly qualified‑demo target; back into media spend by $/demo and review weekly
  • Pipe Closed Won back to ad platforms for learning; kill channels without pipeline in 30–45 days
  • Report opp count, $ value, and velocity by channel/campaign; de‑prioritize CTRs

Product

Consumer Lag as B2B Roadmap Input

Consumer “toys” often become enterprise primitives. Systematize how you scout, test, and either scale or sunset these patterns so roadmap bets reflect where behaviors are headed, not just where they are.

  • Maintain a PM‑owned Consumer→B2B watchlist; re‑rank monthly with explicit hypotheses
  • Run 90‑day probes; require ≥2x engagement or ≥30% WAU to graduate
  • Archive learnings from cuts to avoid re‑testing the same patterns later
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