AI vs. Experience: Who Should You Trust to Find Your NYC Office?

I have worked as a commercial real estate broker in NYC for 30 years, with the last 21 years at a big 3 firm. I was curious how AI would answer a high-stakes question: “Help me find a top office leasing broker in NYC.”

The result was a textbook example of why “digital advice” can be dangerous in the New York market. Below is the unedited AI response, followed by my breakdown of where its logic collapses.

PART 1: The AI’s Response

Query: “Help me find a top office leasing broker in NYC.”

AI Analysis: “Finding a top-tier office broker in NYC in 2026 requires looking beyond the big names to find a specialist who understands the current ‘flight to quality’ and sustainability mandates like Local Law 97. Here is a curated guide:

1.The ‘Big Three’ Global Titans: CBRE, Cushman & Wakefield, and JLL. These firms have the most data and are best for large-scale relocations (50+ employees) or multi-market portfolios.

2.The Tenant-Only Specialists (Conflict-Free): To avoid ‘dual agency,’ many companies choose firms that only represent tenants.

• Hughes Marino: Ranked #1 for satisfaction in 2026. 100% tenant-focused.
• Savills: A global leader specializing in the ‘occupier’ side.
• The Tenant Agency: A boutique known for managing the process from signature to move-in.

3.Specialized Local Experts:Newmark: Experts at finding creative subleases in tech sectors like Chelsea and SoHo.

• Metro Manhattan Office Space: A top-rated specialist for mid-sized requirements (3,000–15,000 sq. ft.).

Vetting Question for 2026: Ask your broker: ‘How do you handle Local Law 97 compliance?’ to ensure you aren’t hit with carbon emission fines passed through by the landlord.”

PART 2: The Veteran’s Breakdown

By Paul Walker, Senior Vice President, CBRE

The AI response sounds authoritative, but to anyone who actually does deals in Manhattan, it’s a collection of odd tangents and significant inaccuracies. Here is where the “machine” fails the “market test”:

1. The Hallucinated “Market Leaders”

The AI lists Hughes Marino and The Tenant Agency as top NYC tenant specialists.

• The Reality: Hughes Marino is a California-based firm with little or no presence in NYC and The Tenant Agency is primarily a D.C./Maryland boutique. In 30 years of NYC brokerage, I have never come across either firm. Relying on this list would lead a tenant to firms who have no local market knowledge, have no data, or local landlord relationships which are all necessary to ensure the client is getting the best possible service and advice.

2. The Local Law 97 Distraction

The AI suggests vetting a broker based on their knowledge of Local Law 97 (carbon emissions).

The Reality: While sustainability is a valid building concern, it is almost entirely a landlord capital expenditure issue. It has virtually no impact on a broker’s ability to find the right floor plan, negotiate a tenant improvement allowance, or secure a fair rent. Using this as a “top vetting question” is like choosing a divorce attorney based on their knowledge of the courthouse’s HVAC system.

3. Mischaracterizing the “Big Three”

The AI claims the largest firms (CBRE, JLL, C&W) are only for companies with 50+ employees.

• The Reality: My own practice is built on representing privately owned companies, nonprofits, and tech firms—many of which are much smaller than 50 people. These clients choose large firms specifically because they want the same data and leverage that a Fortune 500 company gets.

4.The “Dual Agency” Scare Tactic

The AI frames dual agency as a “conflict” to be avoided at all costs.

• The Reality: Sophisticated NYC tenants know that the largest landlords are also the largest clients of the major firms. Being “represented” by a firm that has a relationship with the landlord often increases your leverage, it doesn’t decrease it. Conflict is managed through transparency, not by hiring a firm with no market presence.

5.Comparing Apples to Oranges

Grouped under “Specialized Experts,” the AI compares Newmark (a global public company) to Metro Manhattan (a one man shop). This is a fundamental misunderstanding of firm scale. Newmark is closer to the “Big Three” than to a boutique local specialist.

The Final Word

NYC is the most complex, high-stakes real estate market in the world. AI is excellent at summarizing “marketing speak,” but it cannot provide the nuance of someone who has spent 30 years in the trenches.

If you have a requirement and want a strategy built on real-world experience—not an algorithm—I would love to speak with you.

Paul Walker
Senior Vice President, CBRE
212-984-7117 | Paul.Walker@cbre.com