Chen - AI SaaS Economics

Co-Founder & CTO @ LightHunter
— Profit-first analytics for AI startups
- Private creator club
Previously app cowtransfer sold $2.5M

[Chen - AI SaaS Economics @chenzhangreal]

Most AI founders know their MRR.

Far fewer can answer:

— Revenue per customer
— Model cost per customer
— Contribution profit per customer

That gap turns growth into a margin leak.

I'm building
https://t.co/ilO0hOK5I0 to expose it.

Here I share real pricing breakdowns, margin failures, and distribution experiments.

[Chen - AI SaaS Economics @chenzhangreal]

Really have no clue what happened to my impressions here, any idea? or anyone can help with that?

[Chen - AI SaaS Economics @chenzhangreal]

@shakhzod1001 @X lets connect

[Chen - AI SaaS Economics @chenzhangreal]

@gianniskenzi dude, you really paid for that?

[Chen - AI SaaS Economics @chenzhangreal]

Can someone help me to get into trending board in https://t.co/Y6h8Yk6Ahc for grow or die?

👉https://t.co/X9ShcqG5iX

simply click the link above, thanks a lot❤️❤️❤️❤️
#outbit

[Chen - AI SaaS Economics @chenzhangreal]

Gonna vibe code here for a day

[Chen - AI SaaS Economics @chenzhangreal]

@A9Beacon 恭喜，恭喜

[Chen - AI SaaS Economics @chenzhangreal]

@FrankLeo888 6666,lets connect

[Chen - AI SaaS Economics @chenzhangreal]

@laocao1234 lets connect

[Chen - AI SaaS Economics @chenzhangreal]

@JessiCao316191 好快，我吭哧吭哧才2-300

[Chen - AI SaaS Economics @chenzhangreal]

@HeyAliux no clue yet, need help ......

[Chen - AI SaaS Economics @chenzhangreal]

@arthuryuzbashew compare to me....
Mine is terrible

[Chen - AI SaaS Economics @chenzhangreal]

@DanielSmidstrup 5 years ago: product
now: audience

[Chen - AI SaaS Economics @chenzhangreal]

@nikitathakur21 https://t.co/CCFQrhAASa

[Chen - AI SaaS Economics @chenzhangreal]

Let's #connect
Also with https://t.co/BfsKmSdMxk an amazing creator platform that about to launch

Please all
gamers
Tarot lovers
SaaS
AI/Agent
Builders who can not make profit yet
Creators who can not sell yet

Please connect

[于川海 @joyrap]

My little girl’s bookshelf 😂

[Chen - AI SaaS Economics @chenzhangreal]

@joyrap 过几天来一次，快的很

[Chen - AI SaaS Economics @chenzhangreal]

AI is destroying the cost of making content.

$50 can now create characters, videos, music, ads, entire content systems.

Great.

But production ROI is not creator revenue.

1M views can still produce:

zero customers
zero products
zero repeat purchases
The scarce thing is moving.
From content production → buyer intent.

I’d build around the content people want to use or buy, not just watch.

[Chen - AI SaaS Economics @chenzhangreal]

@0x_mura $49 → 1.8M views is insane production leverage. My next question is the boring one: how many buyers did those characters create? Cheap content is solved faster than cheap customer acquisition.

[Chen - AI SaaS Economics @chenzhangreal]

AI SaaS has two COGS numbers.

Today’s COGS.
And normalized COGS.
Free model week.
Launch discount.
Promo credits.
Subsidized agent trial.

They’re great for acquisition.
They’re terrible inputs for long-term pricing.
If my $29 plan only works while my supplier is giving me 30% off,
I don’t have 70% gross margin.

I have a coupon.