Investors, lenders and brokers are shortlisting firms inside AI answers. Here’s a 15-minute check that shows you what they see.
An investor evaluating operators in your market narrows the field before reaching out to anyone. A lender forms a view of how you run assets before your request ever reaches committee, and a broker decides which three sponsors to call about an off-market deal. Increasingly, each of those judgments begins inside an AI platform, often in under a minute, drawing on sources that neither you nor they selected.
Your firm is either named in that answer or it isn’t, and unlike a page of search results, there’s no second page to fall back on.
It’s easy to underestimate how widespread this has become. Forrester’s latest research surveyed 18,000 professionals making buying decisions and found that 94% used AI during the process, with generative AI now the most influential source they consult, ahead of company websites, industry experts and direct outreach. The investors you raise capital from, the lenders who size your debt, the brokers who bring you deals and the tenants who sign your leases are all part of that group.
Most principals have never seen the version of their firm that these platforms produce, and the good news is that seeing it takes about 15 minutes. Open an AI search tool like ChatGPT, Gemini or Perplexity and start asking questions. You don’t need special software, just the same tools your investors are already using. Below, we walk through how to run that check so the result is honest, because the most obvious way to run it tends to flatter you.
Why the obvious approach gives you the wrong answer
Three habits separate a useful check from one that simply reassures you.
- Sign out, or use a temporary chat. A platform that remembers your previous conversations may already know where you work and shape its answer accordingly, and an investor researching you starts with none of that context. The version you see while signed in is almost always the more flattering one, which is why so many firms run this check once, feel reassured and never return to it.
- Use more than one platform. ChatGPT, Gemini, Perplexity and Google AI Overviews draw on different sources and refresh on different schedules. A firm can be well represented in one and absent from another, so a single platform gives you an anecdote rather than a full picture.
- Ask every question twice. These systems are probabilistic, and the same question can produce different answers in the same afternoon. Appearing reliably is very different from appearing once, and it’s worth knowing which one you’re looking at before you act on anything.
Start with the questions that don’t name your firm
It’s natural to type your own firm’s name first, but it’s actually the least informative question you can ask, because it tells the platform exactly what to talk about.
Instead, begin with the questions your audiences would actually ask, where nothing in the wording points toward you. Just substitute your own market and asset class.
“Who are the leading [asset class] sponsors in [market]?”
“Which firms specialize in [strategy, for example value-add workforce housing] in [region]?”
“I am an LP evaluating [asset class] in [market]. Which operators should I be speaking with?”
“Which [asset class] owners in [market] have the strongest operating track record?”
What comes back is close to what a capital partner sees before your firm has entered the conversation.
Then ask the questions that name you
Once you know whether your firm surfaces unprompted, the next set of questions tests something different: not whether you’re found, but how you’re described.
“Tell me about [your firm].”
“What is [your firm] known for?”
“What asset classes and markets does [your firm] focus on?”
“Who leads [your firm], and what is their background?”
Next, place your firm beside a competitor. Comparison queries are frequently more revealing than either firm’s individual answer, because the platform is forced to articulate a difference, and the difference it selects tells you what it believes you are.
“Compare [your firm] and [a competitor] as [asset class] operators.”
“What differentiates [your firm] from other [asset class] sponsors in [market]?”
Finally, ask the questions an institutional investor will ask, whether or not you’re comfortable with them.
“Are there any concerns or controversies associated with [your firm]?”
“What are the risks of investing with [your firm]?”
What you’re actually testing is whether the platform holds enough verified material about your firm to answer responsibly, rather than filling the gap with something generic, something about a similarly named company, or something inaccurate.
How to read what comes back
The results tend to fall into one of four outcomes, each with a different cause and a different place to start.
- Your firm isn’t named. There isn’t enough public, attributable material connecting your firm to that market or strategy. It’s the most common outcome for private firms, and fortunately the most fixable. This is a supply problem rather than a presentation problem, and it calls for a sustained public relations effort: earned coverage in the trade and business press tied to the markets and strategies you want to be known for, with a principal quoted on them more than once.
- Named, but the description is thin. Your firm exists in the record, but that record is made up almost entirely of transaction announcements, with nothing that shows how you operate. What’s missing is a point of view: a thought leadership program that puts a named executive on the record between deals, speaking to market conditions and operating decisions rather than closings, supported by bios that make clear where that person’s expertise lies.
- Named, but the description is inaccurate. This usually traces to outdated material or confusion with a similarly named firm, and it’s worth documenting carefully since it’s the version your audiences are reading. The fix comes from supplying better material rather than requesting a correction: update the firm description, executive bios and news page first, then publish something current and clearly attributed.
- Named, accurate and current. This is working, so record it with the date and check again next quarter to confirm it holds. Keep the news page current, keep a principal on the record each quarter, and re-run the check against your competitive set, since the firms below you in that answer are working on this, too.
Whichever outcome you receive, examine what the answer cited. Most platforms list or link their sources, and that list is the detail that matters most. If three trade articles and one conference bio are carrying your entire representation, you now know precisely what your reputation rests on and how narrow the base is.
What to do with a thin result
The most productive responses take more patience than the obvious ones.
On its own, a single result tells you very little. Placed next to a competitor’s, it tells you a great deal, and the change between this quarter and the next is the only real measurement you have.
Study the citations, and particularly the gaps. What’s missing from that source list is often more actionable than anything in the answer itself.
Start by correcting the material you already control: executive bios, the firm description and a news page that’s current and dated.
Put a named principal on the record between deals. Transaction announcements show that your firm transacts. Commentary on market conditions shows how your firm thinks, and that judgment is exactly what the unprompted questions are testing for.
Run the same questions again next quarter. None of this moves in a week; it’s consistency over several quarters that shifts an answer.
What not to do
Don’t try to game it. Publishing volume for its own sake, loading keywords into a bio and buying placement don’t work here. Paid and advertorial content accounts for 0.3% of AI citations, according to Muck Rack’s May 2026 analysis of more than 25 million cited links.
Don’t react to a single result. These systems are inconsistent by design, so one disappointing answer is a data point, not a verdict on your firm.
Be careful with anyone who promises to control what AI says about your firm. No one can. What you can influence is the material these systems draw on, and how readily it can be found, verified and attributed to you. That’s meaningful work, but it’s a very different promise.
Where a 15-minute check stops
The exercise above is well worth running, and most firms never have. It’s also a sample, though, and samples have limits worth naming.
A handful of queries on a single afternoon tells you where your firm stood that day, not where it’s trending, so it can’t separate noise from movement. It doesn’t cover the full question set either. We track over 74 distinct topics for our own firm across ChatGPT, Gemini, Perplexity and Google AI Mode and review results consistently. Four questions across two platforms is a useful indication, not a full picture.
Nor does it reach most of the citation layer, which is where these answers are actually built, and none of it changes anything on its own. Diagnosis is the easy half. Changing what the record says means earning coverage that doesn’t exist yet, putting a principal on the record between deals, and structuring what’s already published so it can be found and attributed, and that work takes quarters regardless of whether it’s handled in-house.
So think of these 15 minutes as a sample rather than an answer. It won’t establish where your firm stands, but it will quickly tell you whether this deserves a closer look.
The Smart Agency runs full AI visibility audits and builds AEO strategy from them: the complete question set for your markets and asset classes, tracked across platforms over time, the citation sources behind each answer, and a plan for the coverage and commentary that change what those answers say.
The goal isn’t visibility for its own sake. It’s making sure your firm is the one cited to the audiences who matter most.
Frequently asked questions
How do I check what AI says about my company?
Open a new or signed-out chat in ChatGPT, Gemini or Perplexity and ask a mix of questions: ones that describe your market and asset class without naming you, ones that name your firm directly, and a comparison against a competitor. Record the answers with the date.
What does it mean if my firm is not mentioned at all?
Usually that there is not enough public, attributable material linking your firm to that market or strategy. For private commercial real estate firms this is the most common result, and it is the most fixable.
What if the description of my firm is wrong?
Document it precisely, including the platform, the date and the cited sources. Outdated or conflated information usually traces to one weak source, and that is where the correction begins.
Can I get AI to change what it says about my firm?
Not directly, and no one can promise otherwise. What can be influenced is the underlying material: what is published, whether it is attributable to your firm, how current it is, and how readily it can be verified.
How often should I re-run this check?
Quarterly. The value is in the movement between checks rather than in any single answer, and nothing here changes in less than a few months.
Who at the firm should run it?
Whoever owns business development or investor relations, not marketing alone. These are the questions a prospective capital partner asks, so the person who fields those calls will read the answers most usefully.
Should I check my competitors as well?
Yes, and it is the most informative part of the exercise. A competitor answer shows what a strong result looks like in your specific market and which sources produced it.
Questions about how this applies to your firm? [Book a complimentary AI Visibility Assessment]
