In 2024 the money was in building AI models, and in 2025 it moved to AI applications. In 2026 the fastest-growing segment is selling the know-how.
A new creator economy has grown up around AI knowledge, and the top earners are domain experts, not engineers. They figured out how to use AI in their own field, then packaged that knowledge to sell.
Anthropic's MCP ecosystem now lists over 19,000 servers. Claude Skills marketplaces host 7,000+ installable skills. But almost all of it is generic, like "data analysis" and "prompt engineering." Manufacturing is one of the largest verticals with almost zero coverage.
The manufacturing gap
A survey of the top AI knowledge marketplaces shows a clear pattern:
Most AI creators work in tech, marketing or finance and have never set foot on a factory floor. They don't know what WIP data looks like, or why an advance payment proposal needs a specific structure. The people with that experience haven't yet realised they're sitting on a monetisable asset.
Pricing
Generic content is crowded and cheap. Vertical-specific knowledge is scarce and expensive.
| Product Type | Price Range | Platform | Conversion Notes |
|---|---|---|---|
| Individual AI Skill | Free – $9 | Skills marketplaces | Most are free. Hard to sell individually. |
| Skill Bundle (5–10 skills) | $29 – $49 | Gumroad, marketplaces | Bundling is the only proven model. |
| AI Template / Prompt Pack | $17 – $39 | Gumroad, Etsy | Median Gumroad product: $12. Niche = higher. |
| PDF Guide Bundle | $19 – $47 | Gumroad | Educational content. Lead magnet potential. |
| Premium Community | $29 – $99/mo | Whop, Skool | Recurring revenue. Highest LTV. |
| Self-Paced Course | $149 – $497 | Teachable, Thinkific | B2B audiences pay 3–5x more. |
| B2B Workshop | $2,000 – $10,000 | Direct sales | Highest per-engagement value. |
| MCP Server (SaaS) | $5 – $29/mo | MCPize | Recurring. Requires maintenance. |
A generic "data analysis prompt pack" competes with thousands of free alternatives and sells for $12. A manufacturing-specific skill bundle that knows what a Preclosure row is has zero competition. It can sell for $39-49. B2B audiences show 3-5x higher price tolerance because the ROI is measurable.
Fewer than 10 dedicated AI skills or courses exist globally for manufacturing, and zero target ASEAN manufacturers specifically. Demand is already answered, since 98% of manufacturers are exploring AI. The open question is who will be the trusted source, and nobody holds it yet.
