Evidence First

MangoThrive is an independent publication for people who care about data. We run original studies, curate statistics, and analyze what the numbers actually say — about technology, AI, online behavior, business, and wherever else the evidence leads.

It exists because a lot of what gets repeated online holds up poorly under scrutiny. The same claims move from article to article until it becomes difficult to tell where they came from, or whether they were ever true.

MangoThrive takes a different approach: start with the evidence, then draw conclusions.

What you’ll find here

Original research and data studies. We run surveys, collect data, and analyze results to explore questions that existing sources don’t answer well.

Statistics and data. We curate useful statistics across AI, technology, online behavior, marketing, and beyond — with an emphasis on tracing numbers back to strong original sources.

Analysis. We look at what the data actually suggests — from AI adoption and search behavior to broader shifts in how people live and work.

Practical guides. Not everything needs to be a research study. We also publish practical guides based on real-world experience, established evidence, and clearly explained reasoning.

How we work

Evidence over guesswork. When something can be tested or measured, we prefer evidence over assumptions. When something is uncertain, we try to make that uncertainty clear.

Primary sources where possible. We look for the original study, dataset, company report, or official source behind a claim rather than relying on repeated secondary citations.

Transparent methodology. Original research includes information about how the study was conducted, including sample size, data collection, and important limitations.

Results before expectations. Data does not always support the conclusion we expected. When that happens, the result matters more than the hypothesis.

Who’s behind this

MangoThrive is run by Shane Tran, an SEO and content specialist with experience building organic growth across different industries.

Working in SEO and content repeatedly raised the same question: how much of what gets repeated is actually supported by evidence?

MangoThrive grew out of that question — and quickly outgrew it. The same problem exists everywhere data gets quoted.

The goal is simple: produce useful research, reliable data, and clear analysis for anyone who wants to understand the world through numbers rather than noise.

Start here

Explore the research for original studies and data, or browse the articles for analysis and practical guides.

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