AEO for business valuation firms: AI search visibility ranking
How AI search engines rank business valuation firms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Business valuation firms helping clients assess enterprise value for transactions, litigation, tax planning, fairness opinions, financial reporting, and strategic decision-making. 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 buyers ask AI engines about Business valuation firms, EY stands out as the leader, securing 37.5% visibility. Kroll and Valuation Research Corporation also frequently appear in AI discussions. These firms are commonly referenced by multiple AI engines, signaling their prominence in the industry.
The rankings are shaped by data pulled from highly cited sources like midstreet.com and mergersandinquisitions.com. These popular sites act as aggregators, providing a wealth of information that AI models rely on for their evaluations. This means the top-ranked firms are often those with substantial mentions and analyses across various reputable domains.
For a buyer, understanding which brands are consistently highlighted by AI engines is crucial. Consider the firm's visibility across recent reviews and third-party validations. AI engines often prioritize brands with a strong topical authority in specific subcategories of business valuation, ensuring you choose a firm trusted by a broad base of information sources.
At a glance
What we observed in this category
EY leads the business valuation firms category with a visibility score of 37.5%, far above the category average of 2.5%, giving it a composite score of 26.2. However, EY carries a 0.0% citation rate, meaning Google AI Mode mentions it frequently but does not link to its domain as a source. This gap is significant because it suggests EY benefits from brand recognition in AI-generated text without earning direct referral traffic from those appearances.
Kroll presents the clearest divergence between visibility and citation in this category. Its visibility of 12.5% is modest, but its citation rate of 37.5% is the joint highest among all ranked brands, shared only with Valuation Research Corporation, which has 0.0% visibility. This pattern shows the AI treats Kroll and Valuation Research Corporation as trusted sources to link to, while EY is named but not cited, revealing that being mentioned and being trusted as a source are two separate dynamics here.
The top cited sources in this category are almost entirely third-party and independent sites, including midstreet.com, mergersandinquisitions.com, reddit.com, and bizworth.com. None of the major brand domains such as ey.com, kroll.com, or grantthornton.com appear in that cited sources list. This indicates Google AI Mode is anchoring its sourcing on educational and community content rather than the firms' own websites, even when those firms are named in responses.
Movers & shakers since last refresh
Biggest visibility fallers
-
EY 75% → 38% · rank #1 → #1-38pp
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PwC 25% → 0% · rank #3 → #6-25pp
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Deloitte 25% → 0% · rank #2 → #20-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
ey.com
|
38% | 0% | Google AI Mode |
EY holds a visibility score of 37.5%, fifteen times the category average, yet its 0.0% citation rate means it generates no source link traffic from AI responses. |
||||
| 2 |
kroll.com
|
12% | 38% | Google AI Mode |
Kroll's citation rate of 37.5% is the highest among all ranked firms, despite its visibility of only 12.5%, making it the most trusted linked source in the category. |
||||
| 3 |
valuationresearch.com
|
0% | 38% | Google AI Mode |
Valuation Research Corporation achieves a 37.5% citation rate with 0.0% visibility, meaning AI cites its domain as a source without naming it in the body of responses. |
||||
| 4 |
grantthornton.com
|
0% | 12% | Google AI Mode |
Grant Thornton records 0.0% visibility and a 12.5% citation rate, placing it level with Baker Tilly and just above the majority of ranked firms who score zero on both metrics. |
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| 5 |
bakertilly.com
|
0% | 12% | Google AI Mode |
Baker Tilly matches Grant Thornton exactly with 0.0% visibility and 12.5% citation rate, sharing rank 5 and a composite score of 3.8 against a category average visibility of 2.5%. |
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| 6 |
pwc.com
|
0% | 0% | Google AI Mode |
| 7 |
hl.com
|
0% | 0% | Google AI Mode |
| 8 |
mercercapital.com
|
0% | 0% | Google AI Mode |
| 9 |
kpmg.com
|
0% | 0% | Google AI Mode |
| 10 |
bdo.com
|
0% | 0% | Google AI Mode |
| 11 |
rsmus.com
|
0% | 0% | Google AI Mode |
| 12 |
forvismazars.us
|
0% | 0% | Google AI Mode |
| 13 |
cohnreznick.com
|
0% | 0% | Google AI Mode |
| 14 |
armanino.com
|
0% | 0% | Google AI Mode |
| 15 |
marcumllp.com
|
0% | 0% | Google AI Mode |
| 16 |
plantemoran.com
|
0% | 0% | Google AI Mode |
| 17 |
marshall-stevens.com
|
0% | 0% | Google AI Mode |
| 18 |
cfgi.com
|
0% | 0% | Google AI Mode |
| 19 |
stout.com
|
0% | 0% | Google AI Mode |
| 20 |
deloitte.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on business valuation firms, 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 30 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own business valuation firms 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 business valuation firms
Who leads AI visibility in business valuation firms?
EY leads with a visibility score of 37.5%, which is fifteen times the category average of 2.5%, giving it a composite score of 26.2. No other brand comes close, with Kroll the nearest at 12.5% visibility.
Which business valuation firms are most cited as sources by Google AI Mode?
Kroll and Valuation Research Corporation are each cited at 37.5%, the highest citation rates in the category. Grant Thornton and Baker Tilly follow at 12.5% each, while EY, PwC, and six other ranked brands record 0.0% citation.
What sources does Google AI Mode anchor on for business valuation research?
The top cited sources are all third-party sites, including midstreet.com, mergersandinquisitions.com, reddit.com, and bizworth.com. None of the major firm domains appear in this cited sources list.
Which brands have lost the most AI visibility in this category recently?
Deloitte is the biggest faller, dropping from rank 2 to rank 20 with a visibility delta of -25.0%, falling from 25.0% to 0.0%. EY lost 37.5 percentage points in visibility, dropping from 75.0% to 37.5%, though it retained its rank 1 position.
Is there a gap between being named by AI and being cited as a source in this category?
Yes, the gap is pronounced. EY is the most visible brand at 37.5% but has a 0.0% citation rate, while Valuation Research Corporation has 0.0% visibility yet a 37.5% citation rate, showing that naming and sourcing are entirely separate behaviours in this category.
How concentrated is AI visibility among business valuation firms?
Visibility is highly concentrated. Only two of the top ten brands, EY and Kroll, record any visibility at all, and six of the top ten score 0.0% on both visibility and citation.