Real Estate by Aladdin

09/03/2026

Trying to do everything? Outsource.

08/09/2026

(This won't likely be the post that gets the most "likes" from the real estate community)

Errors in commercial property valuations are highly correlated by brokerage. Unmeasured local market factors, shared proprietary data models, and uniform appraiser training within the same firm create systematic valuation biases. Properties handled by the same brokerage often share similar appraisal errors.

𝗞𝗲𝘆 𝗙𝗮𝗰𝘁𝗼𝗿𝘀 𝗗𝗿𝗶𝘃𝗶𝗻𝗴 𝗖𝗼𝗿𝗿𝗲𝗹𝗮𝘁𝗶𝗼𝗻

𝗦𝗵𝗮𝗿𝗲𝗱 𝗗𝗮𝘁𝗮 𝗮𝗻𝗱 𝗠𝗼𝗱𝗲𝗹𝘀
• Brokerages use internal comparable sales databases.
• Firms apply uniform capitalization rate assumptions.
• Analysts use standard financial modeling templates.

𝗢𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗖𝘂𝗹𝘁𝘂𝗿𝗲 𝗮𝗻𝗱 𝗜𝗻𝗰𝗲𝗻𝘁𝗶𝘃𝗲𝘀
• Brokers share local market opinions and biases.
• Firms face pressure to meet client pricing expectations.
• Internal review processes reinforce groupthink.

𝗨𝗻𝗺𝗲𝗮𝘀𝘂𝗿𝗲𝗱 𝗟𝗼𝗰𝗮𝗹 𝗙𝗮𝗰𝘁𝗼𝗿𝘀
• Local market nuances are interpreted the same way.
• Neighborhood trends are viewed through a single lens.
• Off-market deal knowledge stays trapped inside the firm.

Lenders already know this. They don't take brokerage valuations at face value — they underwrite around the bias by applying strict risk management overlays to reduce exposure to inflated property valuations. Because lenders risk capital based on these loan-to-value ratios, they actively discount or verify brokerage-provided data.

If lenders are pricing in a broker's bias, shouldn't you know what it is before they tell you?

This is exactly the kind of question hierarchical modeling, clustered standard errors, and residual variance decomposition we're built to answer — and it's the lens I bring to every valuation I sign off on.

This is also the kind of econometric testing I build into every engagement — for investors or brokers that want a second, independent set of eyes on valuation risk before a lender finds the bias for you, or if that's a gap on your team, let's talk.

07/24/2026

𝗧𝗵𝗲 𝗠𝗮𝘁𝗵𝗲𝗺𝗮𝘁𝗶𝗰𝘀 𝗼𝗳 𝗣𝗿𝗼𝗽𝗲𝗿𝘁𝘆 𝗩𝗮𝗹𝘂𝗲

Ever wonder how the real estate market calculates the true value of your property? I can tell you how it should.
It boils down to a classic economic equation:

𝗬 = β₀ + β₁𝗫 + ε

Here is how the formula breaks down in the real world:
Y = Your Property's Market Price
X = The Number of Active Buyers competing for inventory

β₁ = The Multiplier (how aggressively buyers are bidding)
ε = The Market Wildcards (interest rates, neighborhood hypes, and limited inventory)

More buyers (X) naturally drives up the final price (Y). But maximizing your return means knowing exactly how to manipulate the variables to your advantage.
And THIS, in my opinion, is what you want to pay an expert to do.
One thing I learned from Michael Bull, Founder and CEO of Bull Realty, is "While you can't control supply, you can increase demand."

Are you curious what the math looks like for your specific property in today's shifting market?
Let's solve for Y together.

Message me the word VALUE today for a comprehensive, data-backed market analysis of your property.

07/08/2026

Observational data is messy, especially in CRE. Those who really care about getting the answer right (investors) will want to know what we've done to our data and realistically, should be wary until they determine for themselves that other reasonable ways of doing the analysis produce similar results.

06/19/2026

Are your rental properties sitting vacant longer than you'd like?
Are you holding the wrong properties?
Can you do better?

06/11/2026

The competiton for (other peoples) data continues.

CoStar filed an amicus brief accusing Zillow of fragmenting the MLS system while hoarding exclusive listings, even as CoStar pursues its own aggressive copyright litigation against competitors.

06/09/2026

I regularly speak to real estate agent who are struggling to find commercial properties (for lease or purchase) for prospective users or buyers. Unfortunately for the 'client,' greed prevents the agent from referring the 'client to me or another commercial agen, who may know of an available property.
Don't miss out on opportunities just because your agent won't admit that they're out of their wheelhouse. The market is tight but there are plenty of opportunities if one knows where and how to look and I'm too easy to reach.

05/29/2026

𝟵 𝗠𝗶𝗱-𝗔𝘁𝗹𝗮𝗻𝘁𝗶𝗰 𝗺𝘂𝗹𝘁𝗶𝗳𝗮𝗺𝗶𝗹𝘆 𝗺𝗮𝗿𝗸𝗲𝘁𝘀. 𝗢𝗻𝗲 𝗰𝗹𝗲𝗮𝗿 𝗽𝗶𝗰𝘁𝘂𝗿𝗲.
𝗛𝗲𝗿𝗲'𝘀 𝘄𝗵𝗮𝘁 𝘁𝗵𝗲 𝟮𝟬𝟮𝟲 𝗱𝗮𝘁𝗮 𝗶𝘀 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝘁𝗲𝗹𝗹𝗶𝗻𝗴 𝘂𝘀:

🟢 Hampton Roads: Tightest market in VA. Military + Amazon fueling demand. 4.2% rent growth.
🟢 Philadelphia: Class B vacancy at 4.0%. Delivery peak is behind us.
🟡 Richmond: Strong absorption but 3,500 units coming. Value-add is the play.
🔴 DC Metro: Oversupplied. Watch federal employment.
Full report 👉 link in bio. No cost, no catch.

05/22/2026

We're uncovering more CRE Investment opportunities than we can handle right now.

In the Mid-Atlantic and Southeast, we've identified a compelling set of investment opportunities across a diverse range of asset types, including multifamily, industrial, retail, land, logistics, hospitality, and niche sectors. We can't get to all of them.
If you're ready to write and I mean ready to write—right now, you should give me a call -before the market catches up.

05/20/2026