# Marcus Reinholt, Senior Labor Market Analyst at Frontier Policy Group — read of global-migration-analytics-dashboard, June 13 2026

> 11 years in applied demography and labor econ, currently building out a workforce projection model for a regional economic development client. My stack is R, Stata, IPUMS, and whatever the World Bank is giving away for free this week. I bike 6 miles to the office and have a 9-year-old who somehow knows more about Minecraft redstone than I know about anything.

## How I got here

I was searching for "UN DESA migration flows API json" because I needed programmatic access to bilateral migration stocks without scraping Excel sheets off the UN website for the fourth time this year. A result came up that wasn't the official UN portal. I clicked it expecting a data vendor. A colleague at Brookings mentioned something like this existed, though she couldn't remember the name.

## What I clicked first

The hero says "Understand Global Population Movements Across Three Decades" and there's a "Explore Live Data" button in the navigation. I clicked that expecting an actual demo or a live map. I don't know where it went. The sub-headline "30+ Years of Coverage Complete migration records spanning 1990 to 2023 across 195+ countries and territories, sourced from UN DESA" read like a legitimate product. I was in.

## Where I paused

"Honest disclosure: we don't have live customers on this idea yet. We shipped the strategy package; you ship the customer conversations."

I read that twice. Then I read the pricing section. Unlock for $5. Adopt the build for $99. Operate with us, custom.

So this is not a product. This is a pitch deck and a starter kit for someone to go build this product. I came here looking for a tool I could subscribe to and use in my research workflow by Thursday. What I found is a business opportunity I can buy for $99. That is a completely different thing. The page does not make this clear until you're two-thirds of the way down.

## What I distrusted

The entire top of the page reads like a live SaaS product. "Real-Time API JSON endpoints for embedding live migration data." "Scenario Modeling." "SOC 2 Type II Certified." "Dedicated CSM." None of that exists yet by the site's own admission. Those are features the hypothetical future builder would need to implement.

The UN DESA data is also publicly available. I have downloaded it. It is not exciting to access. Wrapping it in a nicer UI is a fine business idea but "sourced from UN DESA" is not a moat or a differentiator in a field where every serious researcher already knows the source.

"Financial upside: 1/10" is in the site's own scoring. The Fermi estimate is negative $24,000 in year one. The site is grading its own idea a C and then trying to sell it to me for $99.

## What would convince me

I don't think I'm the customer here. I'm a practitioner who wanted the product. The actual customer for this page is an entrepreneurial data product person who's looking for validated ideas to build. If that's the audience, the page needs to say that in the first sentence. Lead with "this is an idea dossier" not "Explore Live Data."

If this were an actual live product, the thing that would move me is: show me the bilateral flow data for Mexico-to-US between 2015 and 2020 broken down by age cohort and let me export it. That's it. One real demo. No Fermi math needed.

## What I'd ask in an email reply

1. Does the "Explore Live Data" link go anywhere right now, or is that a placeholder for a product that doesn't exist?
2. If I buy the $99 adopt tier, am I getting working code that calls the real UN DESA API, or starter scaffolding I'd need to wire up myself?
3. Who do you think is buying this, an analyst who wants a tool or a founder who wants a business to build, because the page is trying to talk to both and I don't think it's landing with either?

## Verdict: dismissive

Not because the idea is bad. Wrapping UN migration data in a clean API is genuinely useful. But this page bait-and-switched me: it sold me a product experience and delivered a franchise opportunity. I don't have time to build this. I needed to use it.

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*Memo by skeptic persona, generated 2026-06-13. Studio breaks own self-grading loop.*