Marketing

AI-assisted content and audience research from YouTube and Reddit

Connect AI to external data sources (e.g., YouTube transcripts/outlier tracking, Reddit RSS monitoring) to extract themes, language, and insights that feed into content planning and campaign strategy.

Why the human is still essential here

Humans interpret insights, choose what to pursue, and ensure relevance/ethics; AI speeds collection and synthesis of raw audience and competitor data.

How people use this

YouTube transcript theme mining

Analyze a batch of competitor and niche-leader transcripts to extract recurring objections, hooks, and phrasing to inform your next content sprint.

Claude / YouTube transcripts

Reddit pain-point monitor

Track targeted subreddits for rising questions and complaints, summarize weekly themes, and turn them into content angles or FAQ updates.

GummySearch / Reddit

Hook & thumbnail pattern analysis

Identify which video hooks and thumbnail styles correlate with spikes in views across a topic cluster and translate the patterns into creative briefs.

vidIQ / TubeBuddy

Community stories (1)

I Built a Marketing Operating System Inside Claude Code

I run a $3M creative agency and was tired of bouncing between AI tools with no shared memory. So I built a “marketing operating system” using Claude Code + a GitHub repo (centered on a CLAUDE.md file), plus reusable markdown “skills” (copywriting, strategy, content planning, etc.), brand-specific context folders, and MCP tools (YouTube transcript research, Reddit monitoring, thumbnail generation) so workflows load the right context automatically and improve over time.

Ali QureshiFounder, creative agency

Feb 23, 2026