RealityScore™ — AI Opportunity Index
IDX_025 · feasibility teardown
Kellan Henneberry · IDX_025 STRAINED

How I Make $24,937/mo Posting YouTube Shorts (Using Claude AI)

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realityscore.tech · scored 2026-07-25 · deterministic feasibility math
70
/ 100 · STRAINED
6-Axis Signal Map
TIMEWORKLOADSTACKPRICEMARGINREPLIC
Highest signalTemporal Possibility100%
Lowest signalWorkload Cost50%

Temporal Possibility

20/20
The math
  • no unit count claimed; production-time check skipped

Workload Cost

12/25
The math
  • unit count not stated; workload cost unverifiable — scored at midpoint

Stack Completeness

9/15
The math
  • Claude AI: $30.0/mo (default)
  • Viblo.ai: $30.0/mo (default)
  • video_model: $30.0/mo (default)
  • youtube_account: $30.0/mo (default)
  • stack total $120/mo across 2 named + 2 unstated

Price Realism

10/20
The math
  • neither unit price nor unit count stated; price realism unverifiable — scored at midpoint

Net Margin

20/20
The math
  • no unit count; time cost $0
  • net: $24937 - (gen $0 + stack $120 + time $0) = $24817 (100%)

Replicability

9/15
The math
  • 2 undisclosed requirement(s) raise the barrier (-3.0)
  • reach-dependent (youtube) — results need an existing audience (-3)
Method: extracted by qwen2.5:14b · scoring 3.0 · prices 2026-07-20. Scoring is deterministic — same inputs reproduce this score. Every price is dated and sourced in the methodology.
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