Real AI creator scan

We analyzed 24 AI automation videos. Here are the gaps creators can use this week.

StatWhy compares public YouTube videos, transcripts, and competitor positioning so creators can plan videos from evidence instead of guessing.

Run this scan for my channel See the real findings
5AI automation channels compared
24recent public videos checked
545,027transcript characters analyzed
24 / 24transcripts successfully extracted
Main finding

The niche is crowded around Claude, agents, n8n, and workflows.

The under-covered opportunity is not another tool reaction. It is pricing, client delivery, handoff, maintenance, debugging, and real side-by-side workflow comparisons.

What everyone coversClaude Code, agents, n8n workflows, dashboards, AI apps, and automation tutorials.
What is missingPricing, client packaging, QA, handoff, maintenance, failure cases, and delivery systems.
What to make nextVideos that turn tutorials into business outcomes: proof, comparison, pricing, and client-ready implementation.
What you receive

A real channel scan, not a generic idea list

Submit your channel and competitors. We fetch public videos locally, extract transcripts, compare patterns, and send back a concise opportunity scan.

This week

Real scan findings from 24 AI automation videos

Sample public analysis

Public videos this kind of scan can compare

Example only. These creators are not affiliated with or endorsing StatWhy.

Thumbnail for Claude Code Just Changed How I Build n8n Workflows Forever Claude Code Just Changed How I Build n8n Workflows Forever Elliot Gherardi Thumbnail for How I Deliver n8n Automations to Clients How I Deliver n8n Automations to Clients Elliot Gherardi Thumbnail for How Established Businesses Win the Trillion-Dollar AI Decade How Established Businesses Win the Trillion-Dollar AI Decade Bo Sar Thumbnail for Claude just made deploying production AI agents easy Claude just made deploying production AI agents easy Nick Puru | AI Automation
01

Claude, agents, and workflows dominate the niche

Across the real transcript set, the strongest repeated themes were agents, Claude, code, workflow, and business systems.

02

Pricing and delivery are the clearest gaps

The scan found almost no pricing language and very little delivery language, even though many viewers want to sell or implement these systems for clients.

03

Side-by-side workflow tests are the highest-value format

The strongest next angle is a controlled comparison: build the same client automation in n8n, Claude Code, Make, and another tool, then show what breaks.

Recommended next videos
  1. I Built the Same Client Automation in n8n, Claude Code, and Make
    Strong because it combines proof, comparison, and practical business value.
  2. How I Price AI Automations for Small Businesses
    Strong because viewers are confused by pricing, limits, and which plan they actually need.
  3. The 7 Things That Break When You Deliver n8n Workflows to Clients
    Strong because it gives a repeatable workflow instead of another tool reaction.
Paid version later

Turn this into a weekly competitor scan

If the first scan is useful, the paid version becomes a weekly report: competitor movement, transcript-based topic clusters, content gaps, and a Monday publishing plan.

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