Oops Lab

Co-Founder @ Oops Lab LLC

[Oops Lab @oopslabllc]

We built CrimeScore to give real estate investors and property teams a quick way to check location risk.

Search any address or ZIP to see its Safety Score and neighborhood map. The same data is also available through our API.

Try it: https://t.co/teS3cQfqBB

Want free access? Reply or DM us.

[Oops Lab @oopslabllc]

We love to see it. https://t.co/H6crshQj1h just reached 500 Google Search clicks in 28 days. The grind has been relentless, but with a growing customer base and more people turning to us for nationwide crime grades, the momentum feels incredible. We’re just getting started. 🚀

[Oops Lab @oopslabllc]

84.7% owner occupied, one of the highest ownership rates we've covered. Adams County, Idaho still only scores a 52, grade C. https://t.co/UZSLHE2jQe

[Oops Lab @oopslabllc]

77.1% owner occupied, 9.1% poverty rate, 3.9% unemployment. Adams County, Iowa checks every box for a safe score. The model still only gives it a B. https://t.co/35fdRjnLwX

[Oops Lab @oopslabllc]

311 block groups, 530,225 people, one county score of 73, grade B. That average buries a lot of neighborhood variance underneath it. https://t.co/PRx8b6nr6V

[Oops Lab @oopslabllc]

@follard Using retailers as a shortcut is pretty smart. Has anyone ever paired that with crime data around the actual property?

[Oops Lab @oopslabllc]

68.5% homeownership usually signals a safer score. Adair County, Oklahoma still lands a D grade at 21. https://t.co/R6hwvkA9v9

[Oops Lab @oopslabllc]

A safety score of 7 sounds like the safest place on the list. Adair County, Missouri still grades an F. https://t.co/LVzyUyxbx8

[Oops Lab @oopslabllc]

77.2% owner occupied, usually correlated with lower risk. Adair County, Kentucky still lands an F grade at 17.2. https://t.co/blWduKFvti

[Oops Lab @oopslabllc]

9.5% poverty rate, 74% homeownership, under 20% with a bachelor's degree. Small county numbers that usually read safe. Adair County still only pulls a C grade. https://t.co/kYEygqA3vR

[Oops Lab @oopslabllc]

70.8% homeowners, 8.1% poverty rate, 44.6% with a bachelor's degree. Ada County reads like an A on paper. The model still lands it at a B. https://t.co/nKmrHqh9D1

[Oops Lab @oopslabllc]

71% homeownership usually pushes scores toward an A. Accomack County lands a 43.5, grade C instead. https://t.co/dV0miJhJJk

[Oops Lab @oopslabllc]

67% owner occupied. Usually that means lower risk. Acadia Parish still grades an F. https://t.co/fIxGXsNVjs

[Oops Lab @oopslabllc]

24,420 people, 78% homeowners, 16.7% poverty rate. Abbeville County still scores a D grade on average across its 21 block groups. Homeownership doesn't offset the model's read on risk. https://t.co/bcjLBIPsv6

[Oops Lab @oopslabllc]

@marclou We did the same move, B2C to B2B with API data and now we have our first customer at 199$/month.

Our other B2C app was only 25$/month and only attracted 2 customers.

Check us out https://t.co/261qkA6uzO

[Oops Lab @oopslabllc]

We built the algorithm then pointed it at our own neighborhoods. Some results were obvious. Some weren't. https://t.co/PxPPzqovlW

[Oops Lab @oopslabllc]

@chengyongru back online

[Oops Lab @oopslabllc]

unexpected status 404 Not Found: Model not found gpt-5.6-sol oops

[Oops Lab @oopslabllc]

Fastest growing metro in the US. 4.6 million people. Only 6.3% commute over an hour (Queens is 30%). When sprawl keeps commutes short, risk distributes differently. https://t.co/gzSMMBOnAn

[Oops Lab @oopslabllc]

@dev_maims who is json?