AEO for mergers and acquisitions advisors: AI search visibility ranking
How AI search engines rank mergers and acquisitions advisors by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Mergers and acquisitions advisors helping owners, sponsors, and corporations navigate sell-side, buy-side, valuation, and transaction execution. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When it comes to Mergers and acquisitions advisors, AI engines frequently point to Houlihan Lokey as the leader. This brand is recognized by AI tools in 37.5% of queries about top advisors. Alongside Houlihan Lokey, Lincoln International and Lazard are also often mentioned as top choices, providing strong competition within this category.
The prominence of Houlihan Lokey and other top brands is largely based on what the AI engines pull from leading sources like websiteclosers.com, axial.net, and mascience.com. These sources contribute to the rankings by offering compiled reviews and industry insights, helping AI engines highlight brands with established reputations in the marketplace.
For buyers navigating the list of M&A advisors, consider focusing on brands with recent third-party reviews and strong recognition from authoritative sites. AI engines value up-to-date and validated information, particularly for specific subcategories, so selecting a brand consistently cited by reputable sources could enhance your decision-making process.
At a glance
What we observed in this category
Houlihan Lokey dominates this category with a visibility score of 37.5%, against a category average of just 2.5%. That gap, roughly 15 times the average, is the defining feature of the landscape. Lincoln International sits a distant second at 12.5%. Every other brand in the top 10 records 0.0% visibility, meaning the AI narrative about M&A advisors is effectively a two-brand conversation, with Houlihan Lokey commanding the overwhelming share of descriptive mentions.
A notable divergence exists between visibility and citation. Lazard and PwC Deals each hold 0.0% visibility but achieve 12.5% citation rates, giving them composite scores of 3.8. Meanwhile Houlihan Lokey and Lincoln International, the two most visible brands, both record 0.0% citation. This means Google AI Mode describes and names those two firms without linking out to their domains, while Lazard and PwC Deals are cited as sources rather than featured as named subjects in the AI narrative.
The top cited sources in this category are dominated by intermediary and marketplace platforms such as websiteclosers.com, axial.net, and imergeadvisors.com, alongside the professional association amaaonline.com and an AI-native tool procloser.ai. None of the major advisory brand domains appear in the cited source list. Google AI Mode is anchoring its citations on third-party directories and niche platforms rather than on the primary websites of the firms it names most often.
Movers & shakers since last refresh
Biggest visibility risers
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Houlihan Lokey 12% → 38% · rank #1 → #1+25pp
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Lincoln International 0% → 12% · rank #2 → #2+12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
hl.com
|
38% | 0% | Google AI Mode |
Houlihan Lokey leads with 37.5% visibility, 15 times the 2.5% category average, but records 0.0% citation, meaning AI names it without linking to hl.com. |
||||
| 2 |
lincolninternational.com
|
12% | 0% | Google AI Mode |
Lincoln International holds second place at 12.5% visibility with 0.0% citation, and its visibility rose 12.5 points from zero in the previous period. |
||||
| 3 |
lazard.com
|
0% | 12% | Google AI Mode |
Lazard achieves no named visibility at 0.0% but earns a 12.5% citation rate, matching PwC Deals and placing it joint third by composite score at 3.8. |
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| 4 |
pwc.com
|
0% | 12% | Google AI Mode |
PwC Deals mirrors Lazard exactly with 0.0% visibility and 12.5% citation, suggesting AI uses pwc.com as a source reference rather than a featured brand narrative. |
||||
| 5 |
harriswilliams.com
|
0% | 0% | Google AI Mode |
Harris Williams records 0.0% across both visibility and citation, leaving it with a composite score of 0.0 and no measurable presence in Google AI Mode responses. |
||||
| 6 |
rsmus.com
|
0% | 0% | Google AI Mode |
| 7 |
ey.com
|
0% | 0% | Google AI Mode |
| 8 |
raymondjames.com
|
0% | 0% | Google AI Mode |
| 9 |
rothschildandco.com
|
0% | 0% | Google AI Mode |
| 10 |
rwbaird.com
|
0% | 0% | Google AI Mode |
| 11 |
jefferies.com
|
0% | 0% | Google AI Mode |
| 12 |
psc.com
|
0% | 0% | Google AI Mode |
| 13 |
williamblair.com
|
0% | 0% | Google AI Mode |
| 14 |
kroll.com
|
0% | 0% | Google AI Mode |
| 15 |
stout.com
|
0% | 0% | Google AI Mode |
| 16 |
bdo.com
|
0% | 0% | Google AI Mode |
| 17 |
grantthornton.com
|
0% | 0% | Google AI Mode |
| 18 |
deloitte.com
|
0% | 0% | Google AI Mode |
| 19 |
kpmg.com
|
0% | 0% | Google AI Mode |
| 20 |
alvarezandmarsal.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on mergers and acquisitions advisors, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this AEO ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
AEO rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own mergers and acquisitions advisors brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about AEO for mergers and acquisitions advisors
Who leads AI visibility among M&A advisors in Google AI Mode?
Houlihan Lokey leads with 37.5% visibility, far ahead of second-placed Lincoln International at 12.5%. Every other tracked brand records 0.0% visibility.
What sources does Google AI Mode cite most often for M&A advisor research?
The most cited sources are third-party platforms including websiteclosers.com, axial.net, amaaonline.com, and procloser.ai. None of the major advisory firm domains appear in the cited source list.
Which brands are cited by AI but not prominently named in M&A advisor responses?
Lazard and PwC Deals each hold a 12.5% citation rate despite 0.0% visibility, meaning AI references their domains as sources without featuring them as named advisors.
How wide is the gap between the top brand and the category average for AI visibility?
Houlihan Lokey's 37.5% visibility is 15 times the category average of 2.5%, making this one of the most concentrated visibility distributions in the dataset.
Are any brands growing their AI visibility in this category?
Houlihan Lokey grew visibility by 25.0 percentage points from the previous period, while Lincoln International rose 12.5 points from 0.0%. No brands recorded a visibility decline.
Is high AI visibility correlated with high citation rates in this category?
No. The two most visible brands, Houlihan Lokey and Lincoln International, both record 0.0% citation, while Lazard and PwC Deals achieve 12.5% citation with zero visibility.