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Evidence-Based GTM Insights

Premium industry research data, peer-reviewed research, and real-world lessons from building go-to-market strategies for growth-stage B2B tech companies.

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Digital Strategy

The AI Crawlers Split Into Three. Most robots.txt Files Still Name One.

Anthropic documents three robots. Amazon documents three. Meta documents four. A robots.txt written before the split names the training crawler and misses the one that runs when a buyer asks an assistant about…

Aug 24, 202610 min
Digital StrategyAI SearchGEOTechnical SEODemand GenerationB2B
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Thought Leadership

The Evidence Gap: Why Most GTM Strategies Fail

Growth-stage founders face a brutal false binary: top-tier at $200K+ or unverifiable AI outputs. The space in between is the Evidence Gap — the difference between a pitch deck that survives 'where did you get…

Nov 30, 20257 min
Evidence GapGTM StrategyB2B SaaSManagement Consulting
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Latest

Evidence Insight

The Government Publishes Two Lists of Itself. They Do Not Join.

Canada publishes an inventory of every federal organization and a directory of every federal employee. Both are free, both are authoritative, and there is no reliable way to join them.

Sep 3, 202610 min
Public Sector GTMGovernment of CanadaOpen DataEvidence DisciplineAccount Strategy
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Evidence Insight

71% of Central Banks Already Use AI. 19% Have a Strategy for It.

The Bank for International Settlements surveyed cyber security experts at major central banks in January 2024. Seventy-one percent said their organisation already uses AI systems; another 26% planned to bring…

Sep 2, 20266 min
CybersecurityAI GovernanceFinancial ServicesPublic SectorEvidence Discipline
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Methodology

"Add More Visuals" Has No Support in the Research That Studied It

Every content playbook says the same thing: add more visuals. I went looking for the peer-reviewed basis and found the opposite. The two strongest sources in the literature are cautions — Scaife and Rogers…

Sep 2, 20267 min
Content StrategyEvidence DisciplineMethodologyData VisualizationB2B Marketing
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Digital Strategy

The AI Crawlers Split Into Three. Most robots.txt Files Still Name One.

Anthropic documents three robots. Amazon documents three. Meta documents four. A robots.txt written before the split names the training crawler and misses the one that runs when a buyer asks an assistant about…

Aug 24, 202610 min
Digital StrategyAI SearchGEOTechnical SEODemand GenerationB2B
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Evidence Insight

You Are Selling to a CISO. Canada Mandates a Chief Security Officer.

Every federal cybersecurity go-to-market plan I read addresses a Chief Information Security Officer. Canada's Policy on Government Security instead makes the deputy head accountable and tells them to designate…

Aug 20, 20269 min
Cybersecurity GTMGovernment of CanadaPublic Sector GTMOpen DataBuyer Personas
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Evidence Insight

Admissibility Comes Before Persuasion

Most go-to-market plans test whether the message will land. Almost none test whether it can lawfully be sent at all. In Canada the send itself is the regulated act: consent comes first, the regulator names…

Aug 13, 202612 min
CASLOutboundCanadaGo-to-MarketComplianceB2B Sales
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Thought Leadership

What Looks Like Inertia Is Often a Decision

The standard diagnosis of a declining established firm is that it waited too long to pivot. That diagnosis is almost never tested. The one study I hold in full text that actually asks the question — eight…

Aug 11, 20269 min
Portfolio RenewalEvidence DisciplineStrategyDecision Quality
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Methodology

Why a Fabricated Citation Needs Its Own Retrieval Step

A fact-check asks whether a claim is true. A citation check asks whether a document exists and says what you claim it says. Those are different questions over different indexes, and they fail independently …

Aug 3, 20269 min
Evidence DisciplineAI VerificationCitation IntegrityMethodology
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Evidence Insight

CPCSC Level 1 Doesn't Gate Your Bid. It Gates Your Award.

Canada's new defence cyber certification is not required during bidding. Most suppliers read that as breathing room. It is the opposite — the requirement lands at contract award, the exact moment you have the…

Jul 30, 202610 min
CPCSCComplianceDefenceCybersecurityCanadaGTM Strategy
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Thought Leadership

Your Strategy Has a Shelf Life: Why Continuous Intelligence Matters

The competitive analysis you built 6 months ago might already be wrong. Organizational AI adoption jumped 23 points in a single year, competitors pivot, regulations shift — yet most companies only discover…

Apr 12, 20266 min
Continuous IntelligenceStrategyCompetitive MonitoringSubscription
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JTBD Story

Scripts Are Tactics. Playbooks Are Strategy.

A VP Sales said: 'Our team has scripts, but no playbook.' Scripts tell reps what to say. Playbooks tell them why — which buyers to target, which objections signal interest, and when to walk away.

Mar 1, 20267 min
Sales ProcessMEDDPICCPlaybooksLead ScoringB2B Sales
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JTBD Story

Templates Don't Scale. Methodology Does.

A firm tried to 'systematize' with templates — first Word templates, then prompt templates. Both failed for the same reason. Templates are brittle containers; methodology is the portable, evidence-gated…

Feb 22, 20266 min
ConsultingMethodologyPrompt EngineeringSystematizationIP Library
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Evidence Insight

Canadian B2B SaaS: The $23B+ Opportunity Window

Canadian software publishing reached $27.9B in operating revenue in 2024, up 15.6%, and more than two-thirds of those sales went to international clients (Statistics Canada, 2026).

Feb 15, 20265 min
CanadaB2B SaaSMarket IntelligenceIndustry ResearchIRAP
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JTBD Story

When a Top-Tier Firm Quotes $200K for Your GTM Strategy

A Series A SaaS founder's board demanded a GTM plan. A top-tier firm quoted $200K and 12-16 weeks. He had $15K and 6 weeks. This is the Evidence Gap — the space between institutional quality and growth-stage…

Jan 25, 20266 min
B2B SaaSSeries APricingEvidence GapFounders
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JTBD Story

Your TAM Slide Won't Survive Due Diligence. Here's How to Fix It.

A funded SaaS founder's investor said their TAM slide wouldn't survive due diligence. The fix isn't a bigger number — it's a five-step bottom-up methodology: NAICS anchoring, authoritative sources, fit…

Jan 18, 20267 min
B2B SaaSMarket SizingInvestorsTAM/SAM/SOM
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JTBD Story

We Have the Best Product. We Just Can't Explain Why.

In cybersecurity SaaS, when every competitor claims 'AI-powered,' the vocabulary stops differentiating. Buyers default to brand, price, or existing relationships.

Dec 21, 20255 min
CybersecurityPositioningDifferentiationJTBD
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Thought Leadership

The Evidence Gap: Why Most GTM Strategies Fail

Growth-stage founders face a brutal false binary: top-tier at $200K+ or unverifiable AI outputs. The space in between is the Evidence Gap — the difference between a pitch deck that survives 'where did you get…

Nov 30, 20257 min
Evidence GapGTM StrategyB2B SaaSManagement Consulting
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