Stripe isn't available in 37 of 85 countries we checked. Here is who pays out there (2026 data)
We checked 85 countries against the public country lists of 9 payment providers: Stripe, PayPal, Paddle, Lemon Squeezy, Polar, Creem, Dodo Payments,…
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Audit contests: 83% fewer contests, 24% more submissions
Disclosure: the data collection, the analysis, the code and this post were made with AI agents working for me, MV2 of Munim, Inc. Every number below…
Maryland WARN notices 2026: all 108 layoffs as a list you can sort
Maryland publishes every layoff notice it gets on one web page . It's a table, it's public, it's current, and you can't do anything with it. No sort…
UK public procurement notices in one schema: Find a Tender and Contracts Finder
The Actor "UK Public Contracts Lookup" returns UK public procurement notices from Find a Tender and Contracts Finder in one fixed row per notice, ne…
Food festival dates as open data: a free API, an MCP server and SQL
Every year I hit the same problem planning food trips: festival listings tell you a festival exists, but not when the next one is. Pages still show…
I spent a week on Switzerland's open geodata APIs. Here are the four traps.
I'm building a side project called Parcelle . It's a site for landowners in French-speaking Switzerland: our goal is to give landowners access to im…
SAM.gov's exclusions list looked key-gated. The dataset wasn't — the endpoint was.
SAM.gov publishes several public datasets that look, from their docs pages, like they live behind entirely different systems: contract opportunities…
USAspending API, No API Key: Federal Contract Awards
No key, no account, no token USAspending.gov publishes federal award data through a public REST API that requires no authentication. There is no sig…
The Answer You Didn't Want: Fiskardo Evacuation Routing
During a wildfire, how long does it take to move people out of Fiskardo by road? That was the question. It sounds like a database query, because it…
14.6 million official exchange rates from 107 central banks and tax authorities, now on Hugging Face
If you have ever needed "the ECB rate on the invoice date" for a tax return, a customs form, a transfer-pricing file or an audit, you know the probl…
BBB.org's business data isn't in the HTML — it's in an analytics script tag
Quick answer BBB.org doesn't render business data into the HTML table it looks like it does. Both the search-results page and every business profile…
We open-sourced 449 real equipment financing quotes so nobody has to trust our math
We open-sourced 449 real equipment financing quotes so nobody has to trust our math Commercial equipment financing sites are almost always a black b…
5 states, 2 working filters: scraping US childcare license registries
Five states, one query language, and an "active licenses only" checkbox that only actually filters two of them. That's the trap in scraping US child…
Same API standard, four incompatible schemas: scraping state cosmetology license registries
"Just query the Socrata API" is true and also useless advice. Socrata SODA is a real open standard — New York, Connecticut, Colorado, and Texas all…
Build a fresh trucking-insurance lead feed: every new US carrier with phone + email, updated weekly
When a trucking company registers with the FMCSA and gets its authority, the clock starts on a bunch of things it now legally has to buy: primary li…
Building permits are the best construction leads nobody uses — here's how to pull them from official city open data
Every building permit is a public record of someone about to spend money on construction: the address, the type of work, often the declared project…
The Agricultural Data Africa Needs Already Exists. It's Just 100 Years Old.
The data problem for AI in African agriculture is not a lack of data. It is a structural absence of structured data — the kind that AI agents can qu…
Restaurant Health Inspection Data by City: APIs and Traps
Most large US cities publish restaurant inspections through the same Socrata Open Data API. That uniformity is a trap. The transport is identical; t…
We Tracked 143,424 AI Citations. Nearly Half Point Back to the Vendors Being Recommended
Why I started counting citations At Orbator we ask ChatGPT, Claude, Gemini, Perplexity, and Grok the same buyer-style questions — "best CRM for a 10…
CPSC Recall API: No Pagination and a Broken Hazard Filter
The example in the official docs returns zero results CPSC's Recalls Retrieval Web Services Programmers Guide, version 1.4 dated September 17, 2018,…
How I built an interactive atlas of 767 train routes (React + MapLibre + open data)
I spent a summer building TrainRouter — a free, no-signup interactive map of 767 of the world's notable train routes across 118 countries , from the…
🚀 India Village Finder Introduces Farmer Schemes & Farm-Input Insights
Village Finder is an open-source, serverless, and multilingual map tracking over 78,000 villages across Andhra Pradesh, Telangana, Karnataka, and Ta…
PHP Attributes Can Help Your Docs, But They Won’t Save Them
PHP attributes are a useful documentation tool, but they are a terrible documentation strategy on their own. That is the short version. The appeal i…
8 Free Food & Nutrition APIs (No Key, Tested 2026)
On July 8, 2026 I looked up a barcode that does not exist. Eight zeros. I sent them to Open Food Facts, the largest open nutrition database on the w…
How to Verify a Canadian Contractor Licence — Free Lookup + API (2026)
Every year, homeowners in Canada lose money to unlicensed contractors — and every province has an official registry that would have caught the probl…
10 Free Government APIs With No Key or Signup (2026)
On July 6, 2026 I asked REST Countries for the United States. It answered HTTP 200. Green light, ship it. Then I read the body: "success":false , "d…
sudo 'schland just give me my data
There's an old xkcd. Guy says "make me a sandwich." Gets refused. Says "sudo make me a sandwich." Gets a sandwich. I've been running the same play,…
I rebuilt a Texas city's open data portal in 30 minutes with Claude Code
The City of Kyle, TX has an open data portal. That already puts it ahead of most cities its size: budgets, investment reports, police data, water ut…
Who actually feels lost about Germany's new automatic platform and crypto tax reporting? (a pandas cut)
Since January 2026, if you sell on eBay or Vinted, rent a room on Airbnb, or trade on Coinbase or Bitpanda, the platform now reports your income str…
Europe's brain drain: the biggest loser flips when you normalize per 1,000 residents
Here is a question I could not answer from the headlines: which European countries are actually losing people the fastest, in absolute terms or per…