For US commercial real estate brokers and CRE teams

AI for commercial real estate brokers: AI tools for CRE brokers compared with the AI agent that runs owner prospecting, inquiry follow-up and the deal admin between listing and close.

Written for principals and producing brokers at US commercial real estate firms: investment sales, leasing, tenant rep and the one-office shops that do all three. Most of what ranks for this query is a list of twenty-eight tools or a general article about ChatGPT drafting your offering memorandum. This page is about the pipeline and the paperwork: finding the owners who will sell or the tenants whose lease is up before another broker calls them, and running the inquiry queue on a marketed listing so a confidentiality agreement does not sit unsigned for a week.

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In short

AI for commercial real estate brokers pays back fastest on the two queues that stop moving the moment a broker has a deal in escrow or a lease in negotiation: owner prospecting and inquiry follow-up. A briefed agent takes the export from your data platform, filters it to the owners worth a conversation in your asset class and submarket, drafts the letter or email that opens the conversation in your voice, sends the confidentiality agreement and buyer or tenant profile to every inquiry on a listing the same hour, chases the unsigned ones, logs each step in the CRM and assembles the Monday pipeline report. It does not value a property, advise a client, negotiate or represent anyone; those are licensed activities and stay with the broker. On the data side, the platforms price the database and not the hours to work it: PropertyRadar publishes $119 a month for its Solo plan ($99 on annual billing) and $50 a month for each extra user, read from its pricing page on September 18, 2026; Reonomy's pricing page, read the same day, shows two Buy now buttons and no dollar figure; CoStar publishes no list price. WorkAgent is $149 a month flat. This page is general information, not legal or licensing advice.

PropertyRadar Solo plan, commercial agents: $119 / month monthly, $99 annual (published)
PropertyRadar, each additional user on Solo: $50 / user / month (published)
Reonomy pricing page, dollar figures shown: None; both Buy now buttons open a sign-up
WorkAgent: $149 / month, flat, no per-seat fee

What it handles

What a commercial real estate brokerage actually hands over

The work that fills a broker's week and produces no commissions, and what a briefed agent takes off the desk first.

Owner prospecting research and list building

Properties in your asset class and submarket, filtered by size, year built, hold period, loan maturity signals, out-of-state ownership and anything else that suggests an owner who will transact in the next eighteen months. The agent works from the export your data platform already gives you, unwinds the LLC to the decision maker where the record allows it, and returns a list with the reason each property made the cut.

First outreach and the follow-up sequence

The letter, email or LinkedIn note that opens a conversation about a specific building, drafted from your positioning and your recent comps in that submarket, then the second and third touches spaced the way you want them. Nothing goes out without your approval, and the phone calls stay yours.

Inquiry intake on every marketed listing

Every inquiry on an investment sale or an off-market deal gets the confidentiality agreement and the buyer profile the same hour, a courteous chase if it is unsigned after three days and a second after seven, and a CRM record showing exactly where it stands. The offering memorandum goes out after the signature, never before.

Post-OM and post-tour follow-up

The buyer who received the offering memorandum ten days ago and went quiet, the tenant rep who toured and never sent feedback, the group that asked for the rent roll and got it and said nothing. Chased on a schedule, with the property and the date in the message, and the answers routed to you.

Listing package data gathering

Collecting from the owner the rent roll, the trailing twelve, the lease abstracts, the survey and the site plan the OM needs, chasing the ones that never arrive, and organizing what came in so the package can be written. It flags what is missing; it does not underwrite.

CRM hygiene and the Monday pipeline report

Stages, last touch, next step, CA status, OMs out, tours held and LOIs in play, kept current across prospects, listings and requirements. Then the weekly report on new owners contacted, conversations open, listings in market, tours and LOIs, in the same format every Monday.

Why it works

Why CRE firms look at this rather than another data seat or another assistant

The commission arrives at close, and the prospecting that produced it happened two quarters ago

Commercial brokerage is a prospecting business with a long float. The investment sale that closes this summer was a cold letter last winter; the lease that signs next quarter was a canvassing call this one. Nothing about that is news to a producing broker, and everyone in the office knows what happens to prospecting when a deal is in escrow: it stops, because the deal in front of you is urgent and the pipeline is not. An agent has no deal in escrow. It works the owner list every morning regardless of what else is happening on the desk, which is the entire argument for it.

The data platforms price the database, not the hours to work it

Every CRE broker already pays for property and ownership data, and that is the part of the stack with the clearest price tags. PropertyRadar publishes $119 a month for Solo, $99 on annual billing, and $50 a month for each additional user, read from its pricing page on September 18, 2026. Reonomy's pricing page, read the same day, is titled Buy Online and offers a monthly and an annual plan; neither carries a dollar figure on the page, and both Buy now buttons open an account sign-up. CoStar publishes no list price at all; every CoStar figure you can find online is a customer's report of a quote. Crexi's pricing page sits behind a bot verification wall and we could not read it. So you can buy the list at a published price from exactly one of the four. What nobody sells at a published price is the two hours a day it takes to work that list, which is the part an agent does.

Per-seat pricing punishes the small office that needs the most help

A three-broker shop that wants everyone in the data platform pays a seat for each of them, and on the one published rate card that means $50 a user a month on top of the plan. The owner list does not get worked any harder because three people can log in. An agent is one flat fee, works the list for the whole office, and hands each broker the conversations in their submarket. If the firm grows to five brokers the bill does not move.

The inquiry queue on a marketed listing is where a deal quietly loses weeks

A well-marketed investment sale generates dozens of OM requests and most of them are not buyers. The judgement about which groups are credible is yours and should stay yours. The part that should not need you at all is the mechanical one: the confidentiality agreement goes out the same hour, the OM goes out only after the signature, the unsigned ones are chased at three and seven days, and everything is logged. Brokers do this well for the first week of a listing and badly for the fourth, because by then two more listings have launched. An agent does it identically in week one and week nine.

The regulatory line is easy to draw and worth drawing in writing

Two rules shape what a CRE brokerage can safely hand over. First, licensing: negotiating, advising and representing a party in a real estate transaction are licensed activities in every state, and researching an owner, drafting a letter for a broker to approve, chasing a confidentiality agreement and keeping records current are not. Second, outreach law: the FTC's Telemarketing Sales Rule exempts calls between a telemarketer and a business (16 CFR 310.6(b)(7)), which is why owner canvassing to a company line is routine, but the TCPA requires prior express consent for autodialed or prerecorded calls and for texts to a cell phone, and a skip-traced number for the member of an owning LLC is very often a personal cell. The agent builds the list and drafts the letters and emails; whether and how to call or text is a decision you make with your compliance counsel, and the page does not pretend otherwise.

Compare

Four ways to keep a commercial real estate pipeline fed

Compared on prospecting and administrative work only. None of these values a property, underwrites a deal, advises a client, negotiates or decides whether a buyer is credible.

	Data platform seat, worked yourself	Commercial real estate virtual assistant	Junior broker or analyst	WorkAgent
Typical US cost	PropertyRadar Solo $119 a month monthly, $99 annual, plus $50 a user; Reonomy and CoStar unpublished	Offshore $8 to $15 an hour per one US agency's published guide; managed US services Prialto $1,500 to $1,600 per 55 hours, Belay $2,070, Athena $3,000 a month, all published	Salary plus a split, and the training time	$149 a month flat, no per-seat fee
What you own when it stops	The data, until the subscription lapses	The records they kept, if they kept them	The records; the relationships often walk out with them	The prospect database and every logged conversation
Owner research and list building	Yes, in your own hours	Yes, if trained on the platform	Yes, between deals	Yes, to your criteria, with the reason each owner made the cut
Outreach drafting and cadence	Yes, in your own hours	Yes, quality varies	Yes	Drafted in your voice, sent on your approval
Confidentiality agreement and profile chasing	Yes, when you remember	Yes	Yes, when there is time	Every inquiry, same hour, chased at three and seven days
Post-OM and post-tour follow-up	Yes, when you remember	Yes	Yes	On a schedule, with the property and date in the message
CRM hygiene and pipeline report	Rarely	Yes, if the data is current	Yes, on Friday afternoon	Kept current daily, reported the same way every Monday
Values or underwrites the property	You do	No	Sometimes, under supervision	No, and deliberately not
Negotiates or represents a party	You do	No	Only if licensed	No, that stays with you

PropertyRadar and Reonomy read from their own pricing pages on September 18, 2026. Prialto, Belay and Athena read from their own sites on September 2, 2026. The offshore hourly band is from one US virtual assistant agency's published guide dated July 28, 2026 and is that agency's figure, not a market survey. Confirm current pricing with each vendor before buying.

The prospecting problem in a business that only gets paid at close

A commercial brokerage earns its fee when a sale closes or a lease is executed, and both of those sit months downstream of the first conversation with the owner or the tenant. That gap is the whole shape of the business, and it produces a predictable failure: the prospecting that will pay next spring is the first activity to stop when this month has a deal in escrow, a lease in negotiation or an OM to write. Every broker knows this and every broker does it anyway, because the deal in front of you is urgent and the list is not. The firms that grow are the ones that found a way to keep the list moving through the busy months, which historically meant a junior broker on the phones or an assistant on the letters.

That is the gap an agent fills, and it fills it precisely because it has nothing in escrow. Every morning it works the owner list you gave it the criteria for: the asset class, the submarket, the size band, the hold period, the loan maturity window, the out-of-state owner, whatever signals your best deals shared. It pulls the candidates from the export your data platform already produces, unwinds the LLC to a person where the record allows, drafts the letter about that specific building for your approval, and logs it. When the owner replies, you take the conversation. When the tenant rep asks for the rent roll, the agent sends it after the confidentiality agreement is signed and not before. When the pipeline report is due on Monday it is already assembled, because the records were kept current all week rather than reconstructed on Friday afternoon.

What AI for commercial real estate brokers usually means, and why this page means something else

Search this term and the results split into two groups. The first is lists of AI tools for commercial real estate, some of them careful, running to twenty or thirty products across lease abstraction, underwriting, OM drafting, comps and market research. The second is general advice about using a chatbot to write listing copy or summarize a lease. Both are useful and neither is what a producing broker means when they say they need help. A tool that abstracts a lease in a minute is a fine thing, and it does not send a single letter to a single owner.

The thing brokerages actually want, when you ask, is closer to a junior broker who never leaves for a competitor and never has a deal in escrow: somebody who works the owner list on Monday, sends the CA to Tuesday's inquiries the same hour, chases Wednesday's unsigned ones on Friday, and has the pipeline report ready before the sales meeting. That is administrative and research work with a strict set of rules, and it is exactly what an agent does well. The judgement, the underwriting, the tour, the negotiation and the relationship stay with the licensed broker, which is where the fee is earned. Our AI agent for small business page covers the general version; this one is about the CRE desk specifically.

What the data and the hours cost, on published rates

It is worth putting the two halves of the stack side by side because they are priced in different units. The data half is a seat. PropertyRadar, which markets to commercial agents by name, publishes $119 a month for its Solo plan, $99 on annual billing, $249 and $599 for its Team and Business plans, and $50 a month for each additional user on Solo, all read from its pricing page on September 18, 2026, along with a per-contact rate of 8 cents for a phone number or an email address. Reonomy's pricing page, read the same day, offers a monthly plan and an annual plan and shows no dollar figure for either; the Buy now button opens a sign-up. CoStar publishes no list price. Crexi's pricing page could not be read by us because it sits behind a bot verification wall, so no Crexi figure appears here. Of the four platforms a CRE broker is most likely to prospect from, one publishes what it costs.

The hours half is a person. One US virtual assistant agency's published guide to commercial real estate assistants, dated July 28, 2026, puts an offshore CRE assistant at $8 to $15 an hour, about $1,300 to $2,600 a month full time, against $25 to $35 an hour for a US-based assistant. The managed US services we priced on our virtual assistant cost page publish $1,500 to $1,600 a month for a 55-hour unit (Prialto), $2,070 a month (Belay) and $3,000 a month for a dedicated full-time assistant (Athena), all read from their own sites on September 2, 2026. Those are the honest comparators for the work on this page, and the arithmetic of how far 55 hours goes on a CRE desk is worked through in commercial real estate virtual assistant cost against an AI agent. WorkAgent is $149 a month flat, not metered in hours or seats, and the pricing page has the plan detail.

The compliance work an agent should do, and the part it must not

Two rules shape what a CRE brokerage can safely hand over. First, confidentiality on investment sales and off-market deals: the identity and the financials are released only after a signed confidentiality agreement, and an inquiry that gets the OM before the signature is a problem with the owner. An agent enforces that rule more reliably than a busy person, because it is a rule and not a judgement: CA first, OM second, every inquiry, same hour, chased at three and seven days. Second, licensing: in every state, negotiating, advising and representing a party in a real estate transaction requires a license, and researching an owner, drafting a letter for a licensed broker to approve, chasing a document and keeping records current does not.

Outreach law deserves its own sentence because CRE prospecting is built on cold contact. The FTC's Telemarketing Sales Rule exempts calls between a telemarketer and a business, at 16 CFR 310.6(b)(7), which is why canvassing an owner at the company line is routine. The TCPA is a separate statute and it requires prior express consent for autodialed or prerecorded calls and for text messages to a cell phone, whatever the recipient's line of business, and the number a skip trace returns for the managing member of an owning LLC is very often that person's personal cell. The agent builds the list and drafts letters and emails for your approval; whether and how your office calls or texts is a decision to make with your compliance counsel. The line to hold is that the agent gathers, drafts and reminds while a person values, advises, tours, negotiates and decides. The same discipline is described for the residential side on our AI for real estate agents page, where the follow-up problem is inbound leads rather than owner prospecting.

What the first month realistically looks like

Firms that get value quickly start with inquiry intake on one live listing, because the outcome is measurable within a week: every OM request gets the CA and the buyer profile the same hour, unsigned ones are chased at three and seven days, the OM goes out only after the signature, and the CRM shows where each inquiry stands. The broker's only job in that loop is to say which groups are worth a call. Most firms see the difference on the first weekend, when Friday evening's inquiries have their CAs back by Monday morning without anyone having worked Saturday.

Prospecting comes second and needs the most conversation, because the criteria are the whole job: which asset classes, which submarkets, what size band, which ownership signals, and what you want said in the first letter about a specific building. Most firms spend an hour on that and then let the list build for a fortnight before the first sequence goes out. CRM hygiene and the Monday report come last and are nearly free once the first two are running, because the records are already current. The same agent does the research and list work, the outreach drafting, the CRM updates and the recurring weekly report, so the conventions you set in week one carry across all of it.

FAQ

Questions commercial real estate brokers ask

Will AI replace commercial real estate brokers?

No. The work that earns the fee is licensed and relational: advising the owner, pricing the asset, marketing it, running the tour, negotiating the LOI and getting the deal through diligence. What AI replaces is the part of the week that produced no commissions in the first place: building and working the owner list, drafting outreach, chasing confidentiality agreements, following up after the OM and keeping the CRM current. Brokers who hand that over spend more of the week on the licensed work, which is why the better answer to the question is that AI replaces the assistant the broker never hired.

How are commercial real estate brokers using AI?

In three layers. Chatbots draft OM copy, summarize leases and answer market questions. Purpose-built CRE tools abstract leases, underwrite and pull comps. And agents, the layer this page covers, work the pipeline: filtering the data platform export to the owners worth a conversation, drafting the first letter about a specific building, sending the confidentiality agreement to every inquiry the same hour, chasing the unsigned ones and assembling the Monday report. The first two layers make a broker faster at a task; the third does the task while the broker is in escrow.

What are the best AI tools for commercial real estate brokers?

It depends on which hour of the week you are trying to buy back. For drafting and summarizing, a general chatbot is enough. For lease abstraction, underwriting and comps there is a mature set of specialist tools and the ranking guides for this query list twenty or more of them. For the prospecting and inquiry queue, which is the work that decides next year's commissions, you want an agent that works the list daily, drafts in your voice and logs everything in your CRM, rather than a tool that waits to be asked. WorkAgent is $149 a month flat for that layer; the pricing page has the plan detail.

How much does CoStar cost?

CoStar does not publish a list price on its site; access is quoted by its sales team and priced by market, product and seat count. Every CoStar figure you can find online is a customer's report of a quote, not the vendor's published rate, so treat any number you see as one firm's contract rather than a price list. Among the CRE data platforms we checked on September 18, 2026, PropertyRadar was the only one with a published rate card: $119 a month for Solo, $99 on annual billing, and $50 a month for each extra user.

How do commercial real estate brokers find off-market deals?

By working an owner list before the owner has decided to sell. The list comes from a data platform filtered on the signals that predicted past deals in that submarket: hold period, loan maturity, out-of-state ownership, a partnership that has aged, a portfolio that is being trimmed. The work is then a letter, a call and a follow-up cadence to each owner, repeated for months, which is exactly the work that stops when a broker gets busy. An agent keeps that cadence running through the busy months and hands the broker the owners who replied.

How do commercial real estate brokers get paid?

By commission, at close. On an investment sale the fee is a percentage of the sale price paid from the proceeds at closing; on a lease it is a percentage of the lease value, commonly paid in installments at lease execution and occupancy; in both cases the fee is split between the broker and the brokerage on the terms of their agreement. The consequence for the pipeline is that revenue in any quarter was decided by prospecting done one or two quarters earlier, which is why the owner list has to keep moving while deals are in escrow.

Can an AI agent send a confidentiality agreement to buyer inquiries?

Yes, and it is the best first job to give it. The task is mechanical and the rule is strict: every inquiry on a listing gets the confidentiality agreement and the buyer profile the same hour, nothing identifying and no financials go out before the signature, unsigned agreements are chased at three and seven days, and each step is logged in the CRM. A busy broker does this well in the first week of a listing and badly in the fourth. An agent does it identically every week, and the broker's only job in the loop is deciding which signed groups are worth a call.

What does a commercial real estate virtual assistant do?

Deal sourcing research, transaction and lease administration, CRM and pipeline management, and marketing support, according to the US agencies that place them, at roughly $8 to $15 an hour offshore or $25 to $35 an hour US-based on one agency's published guide, with managed US services at $1,500 to $3,000 a month. The hours are capped and the prospecting row is the first one squeezed when a third listing goes live. We priced the same desk against a flat-rate agent in commercial real estate virtual assistant cost against an AI agent, linked above.

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