Building and selling specialized, custom AI workflows (Claude skills) for specific professional tasks (like UTM generation or traffic data analysis) to businesses that lack the AI fluency to prompt effectively.
Opportunity8.4
Why now
Claude recently introduced 'skills' and 'plugins', allowing for programmatic, bounded AI agents. Meanwhile, enterprise AI adoption is stalling due to poor prompting skills.
Market gap
There is a gap in 'AI fluency'. People try to use generic prompts for complex tasks and fail. They need pre-packaged, bounded tools (skills) with strict guardrails.
Business fit
Type
Digital Products / Consulting / Marketplace
Target
Professionals and businesses struggling to get predictable, reliable outputs from standard AI chatbots.
Revenue
Variable, high margin digital products or consulting
Founder
Prompt engineers, developers, and domain experts (e.g., marketers, RevOps)
Scores
Problem
8.0
Feasibility
8.0
Why now
9.0
Go-to-market
7.0
Confidence
8.0
Proof signals
Claude has introduced a repository/directory for skills.
Reports show some companies are off-ramping from AI tools because outputs aren't what they expected.
Amir successfully built specialized tools live (UTM generator, AB testing generator) that produce high-quality, reliable outputs.
Keyword demand
Keyword
Volume
Growth
Claude skills
27,100/mo
+604900% YoY
AI agents
60,500/mo
0% YoY
US English Google Ads volume from DataForSEO; growth uses returned monthly search history.
Source episode
Claude Skills Built Me an AI Agent Army (They Run Everything Now)16:43
You can also sell this to other people as a product, right? ... there is a huge opportunity for people to sell skills.