The Archive — Field Notes

Field notes on
competitive proof,
not hot takes.

Every essay on this page was written either during or right after a sprint. If a piece makes a claim, it points at the evidence. If it hands you a framework, it's because we used it last month.

34 essays · Published since 2025
The archive

Thirty-four pieces. Zero throwaway posts.

We publish when we have something the field hasn't seen. Filed by theme below.

34 Claim rows on the left traced to verdict markers on the right — proven, vague, and gap
Playbook · Competitive Intelligence

How to verify a competitor's marketing claims — a B2B SaaS playbook.

A forensic, evidence-based method: trace each claim to one primary source, assign a verdict (proven, vague, or gap), and turn the gaps into sales ammunition.

Read → 8 min read
33 A faded declining chart labeled VOODOO on the left, beside an ascending step-chart labeled TRUST INDEX on the right with seal markers at each step
Essay · GTM Engineering

The death of voodoo marketing — rebuilding B2B trust through GTM engineering.

Five engineered shifts that make trust a measurable output: menu of options, differential value math, continuous EMR (Reebok, Gatorade, BehaviorScan), permissionless value, first-call effectiveness.

Read → 8 min read
32 A faded persona card labeled Marketing Mary on the left with a strike-through, beside five aligned verified-record cards on the right
Essay · GTM Engineering

Beyond the Marketing Mary myth — 5 takeaways to align GTM teams around the truth.

Buyer personas are counter-productive fictions. Five takeaways: concrete customer profiling, waterfall enrichment, the 95:5 rule + menus, the underused price lever, signal-based selling.

Read → 7 min read
31 A row of equal-height faded bars labeled BURN beside a Pareto distribution of six bars on the right with the tallest two highlighted in lime and labeled YIELD
Essay · GTM Engineering

Stop burning your budget — 6 evidence-backed shifts to fix generic marketing.

Marketing is capital deployment. Six engineered shifts: concrete customer profiling, NBA price math, the menu of options, permissionless value, the 46/54 split, trigger physics.

Read → 7 min read
30 A scattered field of noise resolving into six ordered nodes and a rising market-narrative line
Essay · GTM Engineering

Beyond the noise — 6 GTM engineering truths to reclaim your market narrative.

Replace random acts of marketing with an aligned revenue architecture: concrete customer lists, the menu of options, price physics, the 95:5 rule, permissionless value, signal-based timing.

Read → 7 min read
29 Five evidence-based moves exposing structural gaps in industry-leading claims
Essay · Competitive Intel

Blindsided by “industry-leading” vaporware? 5 evidence-based moves to weaponize proof.

Replace rebuttal with auditable math: NBA price math, Gap Selling, the 60/40 split, PVPs, trigger physics in the Window of Dissatisfaction.

Read → 7 min read
26 Scattered gut-feel claims resolving into a structured evidence grid
Essay · GTM Engineering

The evidence-based edge — why “gut feelings” are a reputational risk.

The 5-step playbook that replaces “voodoo marketing” with evidence: menu of options, price math, cyclical EMR, WTP discipline, BehaviorScan.

Read → 7 min read
27 Manual research artifacts decaying into engineered signal flows
Essay · GTM Engineering

Stop the research grind — 5 GTM engineering moves to slay inefficiency.

Replace manual scans with engineered signals: Concrete Identity, Trigger Physics, cyclical EMR, Share of Search, the modern 5-layer stack.

Read → 7 min read
28 Nudge-driven sales process replaced by engineered sequence
Essay · Sales

Stop sending nudges — 4 engineered moves to make your sales team unstoppable.

Why “just checking in” emails are dead. Trigger physics, permissionless value, menu of options, gap selling vs. NBA.

Read → 7 min read
02 Abstract visualization of revenue architecture blueprint with engineering nodes
Essay · GTM Engineering

From manual grinding to revenue architecture — the GTM engineering blueprint for the modern CMO.

Why the CMO's job is quietly turning into platform engineering for the revenue engine — and six counter-intuitive truths about how to make that transition.

Read → 18 min read
03 Abstract visualization of five structural gaps in competitor claims
Essay · Competitive Intel

5 structural gaps in your competitors' claims — and how to exploit them.

A field taxonomy of the five proof gaps we surface most often inside a Competitive Proof Sprint.

Read → 8 min read
04 Abstract radar visualization for competitive analysis
Guide · Competitive Intel

How to conduct a competitive analysis that actually works.

The step-by-step process we follow inside a Proof Sprint, adapted for in-house analysts.

Read → 8 min read
05 Abstract visualization of feature parity trap versus structural moat
Essay · Positioning

Stop building feature tables — feature parity is killing your win rate.

Why the feature-parity slide loses more deals than it wins, and what evidence-first positioning looks like.

Read → 8 min read
06 Abstract visualization of defensibility audit checkpoints across a revenue pipeline
Essay · GTM Engineering

The defensibility audit — 5 GTM engineering truths for the modern CMO.

Five checks we run on every revenue architecture that tell us whether the pipeline is defensible.

Read → 8 min read
07 Abstract visualization of noisy signal waveforms becoming clean data
Essay · Strategy

Stop the hype — winning market trust when your messaging has overpromised.

The three-step intervention we use when a client's customer base starts rolling their eyes.

Read → 8 min read
08 Abstract visualization of diverging sales and retention curves
Essay · Marketing

The expectation trap — why your sales success is killing your retention.

The silent failure mode where every closed-won lays the groundwork for churn eighteen months later.

Read → 8 min read
09 Abstract visualization of high-stakes deal negotiation pressure points
Essay · Enterprise Sales

5 surprising shifts to win high-stakes deals.

What changes when the contract is six figures and seven stakeholders read the same battlecard.

Read → 8 min read
10 Abstract visualization of market dominance through structural differentiation
Essay · Positioning

Engineering market dominance through absolute differentiation.

The difference between relative and absolute differentiation, and why the latter survives procurement.

Read → 8 min read
11 Abstract visualization of growth engine synchronization algorithm
Essay · GTM Engineering

The alignment algorithm — 5 counter-intuitive truths to synchronize your growth engine.

Five moves that sound wrong but consistently unlock alignment between sales, marketing, and CS.

Read → 8 min read
12 Abstract visualization of pipeline architecture and engineering nodes
Essay · GTM Engineering

The CMO's playbook for immediate pipeline — 6 counter-intuitive truths.

The six truths a CMO has to swallow if immediate pipeline actually matters this quarter.

Read → 8 min read
13 Abstract visualization of fortress architecture versus racecar velocity
Essay · Competitive Intel

Jira is a fortress. Linear is a racecar. Five truths about the war for your workflow.

The cleanest modern case study on proof-based positioning and developer sentiment.

Read → 8 min read
14 Abstract visualization of roadmap timeline with data query nodes
Essay · Product Strategy

Stop guessing your roadmap.

Roadmaps built from proof gaps close faster, defend better, and ship with less internal debate.

Read → 8 min read
15 Hype claims dissolving into a structured evidence grid
Essay · Competitive Intel

The CMO's evidence-based playbook — deflate competitor hype with market science.

EMR, the Primacy of Price, the 95:5 rule, Permissionless Value Props, BehaviorScan-grade causal proof. Five evidence-based moves.

Read → 8 min read
16 Generic feature checklist transitioning to a price-sensitivity profit grid
Essay · GTM Engineering

Beyond the feature list — engineer proof of differentiation for your next board update.

Differential Value, pricing power, the 95:5 rule, Identity Engineering, causal proof. The board-grade evidence stack.

Read → 7 min read
17 Fragmented siloed marketing tools collapsing into a unified solved-cube system
Manifesto · GTM Engineering

The GTM Engineering Manifesto — trading pointless personas for algorithmic orchestration.

The architectural shift from manual marketing grind to engineered orchestration across six dimensions: Identity, Timing, Value, Mechanism, Channel, Conversion.

Read → 7 min read
18 Unsupported claims filtered through a verification funnel into mathematically defensible outcomes
Essay · Brand Strategy

Beyond the hype — why unsupported claims are your brand's greatest hidden risk.

The CMO's verification machine — Reebok's strategic obsolescence, Net Incremental Benefit, Identity Engineering, BehaviorScan-grade causal proof.

Read → 7 min read
19 Flat commodity baseline diverging into an alpha breakout curve with trigger markers
Essay · Positioning

The differentiation alpha — 5 counter-intuitive ways to escape the commodity trap.

Differentiation as financial alpha — Proprietary Alpha lists, 46/54 brand split, NBA differential value math, the Magic of the Middle, signal-based timing.

Read → 7 min read
20 Decaying static research PDFs transformed into a live signal-based intelligence feed
Essay · Competitive Intel

Why your competitive research is rotting — and how to turn insights into assets.

The Research Trap turns CMO budgets into shared-folder rot. Six engineered moves that build a deployable Competitive Messaging Kit instead of another PDF.

Read → 7 min read