01
AI increases content volume while review and editing effort consume the expected gain.
GrundMind for Marketing
Find where AI improves Marketing, and where volume, rework or weak context creates activity without value.
AI can dramatically increase marketing output. That does not automatically improve customer insight, campaign performance, brand quality or decision-making. GrundMind diagnoses the gap between AI activity and useful marketing work.
ResearchCampaignsContentBrand reviewApprovalsAnalyticsCustomer insightExperimentation
Built around Marketing work
The method stays consistent. The operational reality does not.
GrundMind applies the same five diagnostic dimensions and evidence discipline while grounding the assessment in the workflows, constraints, terminology and outcomes that matter to Marketing.
01
Market and customer research
02
Campaign planning
03
Content ideation and creation
04
Editing and brand review
05
Channel adaptation
06
Campaign analytics
07
Customer-insight synthesis
08
Approval and governance workflows
Typical Marketing friction
Where AI value can disappear inside Marketing work.
These are examples of operational patterns the diagnostic can investigate. They are not assumed findings before evidence is collected.
02
Weak customer, product or brand context produces generic material that requires substantial rewriting.
03
Production becomes faster without reallocating capacity toward insight, experimentation or strategy.
04
AI activity grows without measurement capable of connecting it to meaningful marketing outcomes.
What GrundMind diagnoses
Five connected conditions around the way Marketing actually works.
The five Fit dimensions remain methodologically consistent across functions. What changes is the work evidence used to understand them.
01
Business Value Fit
Is AI tied to marketing outcomes that matter?
Tests whether AI supports customer insight, campaign effectiveness, speed, quality, experimentation or other meaningful marketing outcomes rather than output volume alone.
02
Workflow Fit
Does AI reduce production friction or simply generate more material to review?
Looks at briefs, source context, brand knowledge, approval cycles, editing, channel handoffs, analytics and integration with the actual marketing workflow.
03
Cognitive Fit
Can teams use AI creatively without surrendering judgment and quality control?
Examines exploration, trust, iteration, verification and the balance between generative breadth and human selection.
04
Governance & Trust Fit
Are brand, customer-data, claims and approval boundaries practical?
Tests rules around customer information, public claims, intellectual property, brand standards, review and accountability.
05
Role & Capability Fit
Is AI changing marketing work toward higher-value insight and strategy?
Looks at whether time moves from repetitive production into customer understanding, experimentation, creative direction, measurement and strategic decisions.
Missing ROI
AI can be active across Marketing and still fail to create durable value.
Mechanism 01
AI increases content volume while review and editing effort consume the expected gain.
Mechanism 02
Weak customer, product or brand context produces generic material that requires substantial rewriting.
Mechanism 03
Production becomes faster without reallocating capacity toward insight, experimentation or strategy.
Mechanism 04
AI activity grows without measurement capable of connecting it to meaningful marketing outcomes.
GrundMind does not assume these mechanisms are present. The Missing ROI layer reports them only where mapped survey evidence supports the interpretation.
What you receive
A Marketing diagnosis designed to lead to an operational decision.
Marketing-specific five-Fit diagnosis
Missing ROI mechanisms across marketing workflows
Manager-Team Alignment where applicable
Priority workflow, brand and governance interventions
Evidence-to-action roadmap with owners and success measures
How it works for your team
Understand the work first. Diagnose second.
Context changes what we ask about. It does not change the underlying scoring method or manufacture a conclusion.
01
Understand the team
Capture non-sensitive operational context, workflows, systems, constraints and success definitions.
02
Tailor the diagnostic
Adapt the assessment to the language and workflows of Marketing while preserving the canonical GrundMind method.
03
Collect evidence
Combine employee and manager perspectives with the approved operational context relevant to the diagnostic scope.
04
Diagnose and act
Apply the deterministic analysis, review the evidence and translate supported findings into practical interventions.
Context Intake is limited to non-sensitive operational information. GrundMind does not require personal, confidential, restricted or commercially sensitive source documents to contextualise the diagnostic.
Discovery call
Find out where AI value is getting lost.
If AI is already in use but the business impact is unclear, GrundMind helps you see where value is being created, where it is leaking, why, and what to fix first.