RealityScore™ AI Opportunity Index
IDX_004 · feasibility teardown
@imRazvanBadea · IDX_004 STRAINED

everyone's chasing AI wrappers and viral revenue screenshots. meanwhile, the boring startups solving actual problems are quietly raising millions. AI hype, viral Twitter threads about someone making $50k MRR in 2 week...

realityscore.tech · scored 2026-07-25 · deterministic feasibility math
73
/ 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
  • saas_platform: $30.0/mo (default)
  • payment_processing_tool: $30.0/mo (default)
  • stack total $60/mo across 0 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: $50000 - (gen $0 + stack $28 + time $0) = $49972 (100%)

Replicability

12/15
The math
  • 2 undisclosed requirement(s) raise the barrier (-3.0)
Method: extracted by qwen3:14b · scoring 3.0 · prices 2026-07-20. Scoring is deterministic — same inputs reproduce this score. Every price is dated and sourced in the methodology.
More audits: The Index · SaaS