AI for Marketing Evolution

Status: research Started: 2026-07-11 Path: N/A (thinking project, no running app) Port: N/A

Core Question

What is marketing, really? And how does AI change what businesses need from it?

Key Insight

Marketing is not a profession — it's an umbrella term covering diverse skills that got bundled together. A copywriter, a media buyer, and a brand strategist all call themselves "marketers" — but their skill sets are completely different.

What businesses actually need (4 layers)

Awareness — People know you exist (PR, SEO, ads)
Value comprehension — People understand what you're worth (copywriting, demos, case studies)
Conversion — People take action (sales, checkout design, pricing)
Retention — People come back (email, customer service, product)

All 4 got labeled "marketing" — but they're different functions.

AI's Impact

Programming: AI lets anyone build software (vibe coding). Barrier was technical skill → now lowered.
Marketing: AI lets anyone produce text, images, websites. Barrier was execution ability → now lowered.
Both: The ability to output is democratised. The ability to judge and question is NOT.

The real scarce resource

When everyone can produce, judgment becomes the differentiator: - Knowing what to build (not just how) - Knowing what to say (not just how to write) - Knowing what works (not just what looks good)

The Market Gap

SMBs need marketing but can't afford dedicated roles
AI provides 60-70% execution capability at fraction of cost
Human strategy + judgment completes the picture
Henry's value: decoded marketing knowledge + AI orchestration

Threads post scraped: wiki/raw/articles/ai-marketing-workflow-threads-2026.md
Concept doc: wiki/concepts/ai-marketing-workflow.md

Open Questions

[ ] How big is the SMB marketing gap? (Market size research needed)
[ ] What specific marketing skills are most "decodeable"?
[ ] What's the competitive landscape for AI-powered marketing consulting?
[ ] How to productise this? (Consulting vs. product vs. hybrid)

Related Files

Wiki: [[ai-marketing-workflow]]
Threads source: wiki/raw/articles/ai-marketing-workflow-threads-2026.md

Notes

2026-07-11: Initial framing — marketing is diverse, AI democratises output not judgment
This is a thinking/research project, not a running application
Henry's potential: decode marketing skills → build something for the market with AI