Data-driven insight — 'I analyzed X and found Y'

Original research or data analysis consistently tops Reddit feeds. You don't need a big dataset — even 50 data points with genuine analysis outperforms most posts.

Best for: r/SaaS, r/startups, r/marketing, r/Entrepreneur

Real-world success case

I analyzed 10k top posts on r/SaaS — 5 post types that get you on top

Top post in r/SaaS — the data analysis format is consistently the highest-performing content type

Large dataset (10k posts), specific findings (5 post types), and actionable takeaways. The analysis was genuine and the findings were counterintuitive enough to drive discussion.

Template

Fill in the variables

[X] [data points]

The number and type of data you analyzed

[source/context]

Where the data came from — be transparent

[Finding 1/2/3]

Each finding must include a specific number

[Limitation 1/2]

Acknowledging limitations makes your findings more credible, not less

Tips for this template

1The title format 'I analyzed X and found Y' is the highest-performing format for data posts.
2Include at least one counterintuitive finding — expected results don't drive comments.
3Acknowledging limitations in a 'Caveats' section dramatically increases credibility.
4Offer the raw data — even if no one takes you up on it, the offer signals transparency.
5This format works even with small datasets — 'I analyzed 47 cold emails' is credible if the analysis is good.

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'How I did it' — step-by-step breakdown

Share a specific process or achievement with enough detail that someone could replicate it. The more specific and actionable, the higher the upvotes.

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