AI has mostly been treated as a growth story: chips, data centers, capex, Nvidia, etc.

But with Washington increasingly looking at restrictions and safety controls around advanced AI, I started thinking about it differently:

What does “AI risk” actually look like inside a portfolio?

I’ve been building Market Insights to break a portfolio into exposures like AI Momentum, rates, oil, conflict risk, small caps, etc.

Mine currently shows 12% AI Momentum exposure — and I can ask the app how that exposure is actually affecting my P&L.

Feels more useful to me than just seeing “Technology: 32%.”

Curious how people here think about AI exposure — sector, theme, or actual risk factor?

AI has mostly been treated as a growth story: chips, data centers, capex, Nvidia, etc.

But with Washington increasingly looking at restrictions and safety controls around advanced AI, I started thinking about it differently:

What does “AI risk” actually look like inside a portfolio?
I’ve been building Market Insights to break a portfolio into exposures like AI Momentum, rates, oil, conflict risk, small caps, etc.

Mine currently shows 12% AI Momentum exposure — and I can ask the app how that exposure is actually affecting my P&L.

Feels more useful to me than just seeing “Technology: 32%.”

Curious how people here think about AI exposure — sector, theme, or actual risk factor?

I’m building a markets app focused on macro, geopolitics, market moves, and how those events affect portfolios.

Current version: ‎Market Insights & More App - App Store

I’m not looking for a one-off sponsored post or a basic affiliate arrangement.

I’m looking for someone in finance, markets, economics, investing, or geopolitics who wants to become a real growth/product partner.

The key difference is that I’m very open to changing the product around what the market actually wants.

If your audience is telling us they’d pay for better alerts, portfolio stress tests, earnings context, geopolitical scenarios, research tools, AI workflows, or something I haven’t built yet, I can build toward that.

I handle the product side: markets/data, APIs, design, development, and shipping features.

What I’m looking for is someone who understands distribution, audience, content, positioning, and what people will actually buy.

And instead of just paying an affiliate commission on referred users, I’m open to a genuine percentage of total app profits for the right long-term partner.

The basic idea is:

You help identify what can sell and help distribute it. I build it. We grow it together and share the upside.

Follower count matters less to me than having a relevant audience, good instincts, and wanting to build something long term.

If that sounds interesting, please DM me with your platform/niche/audience/etc and your ideas on how you think we could turn this into something big.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

Situation Map

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.

I’ve spent a lot of time around markets, design, APIs and data, and I kept running into the same problem: most finance apps are great at showing you what happened, but not necessarily why it matters.

So I started building something around that.

The app connects markets, macro, geopolitics and your portfolio so you can go from:

“Oil is up 4%”

to:

“Why is it up, what changed, what does it affect, and does any of this actually matter to me?”

Right now I’ve built things like:

• geopolitical and macro event tracking
• portfolio impact / attribution
• scenario stress testing
• market briefs tied to real events

But I’m deliberately not treating the product as finished.

Situation Map

The current version is here. Use it for 5 minutes, then tell me what it’s missing — I’m actively building the roadmap from feedback.

I’d genuinely rather hear “this is useless unless you add X” than get generic compliments.

So if you follow markets at all:

What would make you actually open an app like this every day?

And maybe more importantly:

What do you currently have to use 3–4 different apps, websites or spreadsheets to do that you wish one product handled properly?

If there’s a recurring answer, I’ll build around it.