Parcl Labs

We just shipped a completely new Parcl Research App. This is a full rebuild. New categories, new use cases, and a very different way to explore housing data. 🧵👇

How are Wall Street's biggest landlords responding to the potential institutional homebuying ban? Track their portfolios live - acquisitions, dispositions, and listings updated daily 👇 app.parcllabs.com/research/sfr

Full research - who the 350-home threshold captures, where they're concentrated, and what happens when they sell: app.parcllabs.com/research/artic…

Atlanta investors are already pulling back. The metro has the sharpest purchase-to-sale decline of any major market - nearly two sales for every purchase. If the institutional homebuying ban moves forward, Atlanta is where we'll see the effects first.

There's a bill working through Congress to ban companies owning 350+ single-family homes from future purchases. We ran the numbers on who that captures. ~140 entities. Less than 1% of U.S. single-family stock.

SF has twice as many homes for sale as it did 90 days ago. Twice. Denver up 77%. LA up 52%. San Diego up 52%. New York? 13%. Boston? 10%. If you're sitting on the sidelines waiting for "the right time" — it depends entirely on where you're looking. We built Parcl so you don't have to pick one city and pray. Get exposure to any of these markets without buying a single property. Data: @ParclLabs

The Senate's 21st Century ROAD to Housing Act would require 350+ unit portfolios to divest over 10 years. We mapped every portfolio affected and where the units actually go when they sell. Full analysis ↓ app.parcllabs.com/research/artic…

In 2019, 32% of investor-sold homes went to owner-occupants. Today? 20-23%. Investor-to-investor sales rose from 27% to 37-39% over the same period. The bill assumes forcing institutional sales helps homebuyers. The data says otherwise 🥼

Connect Parcl AI to your favorite LLM in seconds 👇 app.parcllabs.com/data-vault/ai-…

"I don't have access to real-time housing market data." - Claude without Parcl AI Connect With it: live $/sqft, YoY price trends, 30-day momentum, and market signals across 70K+ US markets. Updated daily. Prompts like these just became feasible 🥼

Explore the full National Security dashboard. Foreign ownership clusters. Strike range simulations. Strategic site threat-exposure by time window. All built on 150M+ property records cross-referenced with geospatial risk data. Explore it here 👇 app.parcllabs.com/research/natio…

China, Russia, and Iran own over 10,000 properties near U.S. military installations. We mapped every one of them. Then we simulated drone strikes from each location. 270 high-value U.S. sites fall within a 15-minute strike window 🚨

Investor-to-investor sales already climbed from 27% in 2019 to 39% in late 2025. Will forced selling create opportunity for homebuyers, or just reshuffle ownership among smaller landlords? We mapped the data ↓ app.parcllabs.com/research/artic…

1,000+ unit portfolios shed 4,010 homes since March 2024. Small operators (2-9 units) absorbed 3,485. If the institutional ban passes, will this trend accelerate?

Track every portfolio affected in real-time in Portfolio Hunter 🏹 Who's holding, who's exiting, and where the concentration is highest 👇 app.parcllabs.com/portfolio-hunt…

The Senate just redefined "institutional investor" as any portfolio with 350+ single-family homes. We have the data on who's affected: - 530K homes impacted - 0.59% of US SFR stock - Up to 15% in the most saturated zips All thanks to our Portfolio Ownership Mapping tech 🥼

Early users are already running market analysis in seconds instead of weeks. Full setup guide and use cases 👇 app.parcllabs.com/research/artic…

You'll see all of our data tools light up: housing events, prices, inventory, ownership, motivated seller index, and more. Set permissions to "Always allow" and you're good to go. Start asking Claude about any housing market in America.

Let's get you wired up in 3 easy steps 🧵👇