QuickSim · probability diagnosis
https://savywork.savyai.co/
LaunchSim · Probability diagnosis
Savy Work AI Content Agent
AI Social Media Marketing Tool64%
CONDITIONAL GOBrand extraction unproven for niche use cases
Facts
Fermi estimate
~$10B North American SMB social tool TAM
32M NA SMBs + marketing teams × $300/year avg subscription = ~$10B
Winner
Jasper
Nailed brand alignment for early SaaS users
Flop
Copy.ai Free Tier
Generic content failed platform originality rules
Must be true
1.Auto brand extraction works for 90% of SMB websites
2.30-day plans deliver 20% higher reach than manual content
3.Auto-publishing works 99% of the time across 3 platforms
Element balance
Fire · Good FortuneDrives fast social content output for growth
75
55
50
40
30
Fire
Rise
Water
Std
Air
Wax
Earth
Wane
Spirit
Dorm
Probability chain
Demand exists
90%
68% of NA SMBs spend >5hrs/week on social content
Unit economics
75%
$19/mo plan, $7 CAC, 3 month breakeven
Channel reach
65%
Target SMB Facebook groups, TikTok creator ads
Moat buildable
55%
No network effects, features easily replicated
Blockers
30% of niche SMBs reject auto-extracted brand voice-10%
Meta/X API changes break auto-publishing unexpectedly-5%
Personas
M
Mia28 yrsSmall boutique apparel owner
I spend 6 hours weekly on Reels, this would cut my work time in half
R
Raj36 yrsB2B SaaS social media manager
My brand has strict voice rules, I don't trust auto extraction
L
Lisa42 yrsLocal coffee shop marketing lead
I'd test it first, but $20/month is reasonable if it works
"Validate niche brand fit before scaling paid acquisition"
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Probability × product signal
This is not business advice — just a structured angle on your product. Deep Sim is the full report.