u/StyleDesperate3796

I’ve been realizing that a lot of stock research tools are good at giving you information, but not always good at helping you actually think through it.

You can pull up charts, ratios, analyst opinions, earnings updates, and now AI summaries everywhere, but a lot of it still feels disconnected. You see the data, but it does not always help you answer the bigger question of whether the business itself is actually strong.

For the people here who spend time doing real research, what do you feel most investing tools still do a bad job of helping you understand?

I’m not really talking about broker apps or trading features. More the actual research side and how you form conviction.

I’ve been realizing that a lot of stock research tools are good at giving you information, but not always good at helping you actually think through it.

You can pull up charts, ratios, analyst opinions, earnings updates, and now AI summaries everywhere, but a lot of it still feels disconnected. You see the data, but it does not always help you answer the bigger question of whether the business itself is actually strong.

For the people here who spend time doing real research, what do you feel most investing tools still do a bad job of helping you understand?

I’m not really talking about broker apps or trading features. More the actual research side and how you form conviction.

“Does anyone else feel like most investing tools are built to show data, not help you think?

You get 100 ratios, a stock chart, and maybe a generic AI summary, but not a clear answer on whether the underlying business is actually high quality.

That gap is what I’m trying to solve.

What do you think is missing most from stock research tools right now?

I’ve been working on a stock analysis tool called IPEX Score.

The idea is simple: instead of focusing mostly on charts, hype, or generic summaries, it tries to score the actual business from 0–100 based on things like revenue growth, profitability, cash flow quality, balance sheet strength, competitive position, and valuation.

What I’m trying to solve is this:

A lot of retail investors can find the numbers, but it’s still hard to answer, “Is this actually a strong business?”

So I’m curious from people here:

•	What would make a tool like this actually useful to you?

•	What would make you trust it?

•	What would immediately make it feel gimmicky or not worth using?

I’m not trying to spam. I’m genuinely trying to build something better for long-term investors, and I’d rather hear honest criticism early.

If you want, I can also share how the scoring logic is structured.

Here are 3 more title options that fit that sub better:

What would make you trust a stock scoring tool built for long-term investors?

I’m building a tool to rate business quality, not just stock charts. What would you want in it?

What do most stock research tools still fail to help you understand?