AEO for investment banks: AI search visibility ranking
How AI search engines rank investment banks 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. Investment banks advising companies and investors on M&A, capital raising, strategic alternatives, restructuring, public offerings, and complex financial transactions. 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 potential clients ask about the top investment banks, AI engines consistently name Goldman Sachs as the leader. With a visibility percentage of 75.0, Goldman Sachs stands out prominently among competitors like Morgan Stanley and J.P. Morgan. This indicates a strong presence and recognition in the financial sector among AI-generated content.
The rankings reflect the sources AI engines commonly reference, such as preplounge.com and mergersandinquisitions.com. These sources are often comprehensive guides and career-oriented platforms, indicating a focus on in-depth analysis and industry reputation. This reliance on aggregator and review sites suggests that these rankings are informed by a mix of third-party evaluations and community feedback.
For buyers looking at this ranking, it's important to consider what AI engines value, such as recent reviews and third-party validation. Check whether the investment bank showcases topical authority in specific areas you are interested in, ensuring that these institutions are not only widely recognized but also meet your specific financial needs.
At a glance
What we observed in this category
Goldman Sachs leads the investment banks category with a visibility score of 75%, more than double Morgan Stanley's 50% and nearly six times the category average of 11.2%. This gap is significant because it means AI-generated answers about investment banking are disproportionately framed around a single firm. J.P. Morgan sits at 37.5%, Centerview Partners at 25%, and Evercore at 12.5%, creating a steep visibility cliff where ranks four and five are already at or near the average.
The divergence between visibility and citation is striking across this category. Goldman Sachs holds 75% visibility but 0% citation, meaning it is named frequently in AI responses but its own domain is never linked as a source. Morgan Stanley is the only brand with any citation activity at 12.5%, making it the sole firm that is both named and trusted as a reference. J.P. Morgan, Centerview, and Evercore all register zero citations despite measurable visibility, confirming that brand mentions and source credibility are largely decoupled here.
The sources Google AI Mode actually anchors on in this category are third-party career and training sites, including preplounge.com, mergersandinquisitions.com, careerprinciples.com, and vault.com. None of the investment banks' own domains appear in the cited sources list. This pattern suggests AI responses about investment banking are being assembled from recruitment-oriented and educational content rather than from the firms themselves, which explains why all brands show near-zero citation rates despite some showing reasonable visibility.
Movers & shakers since last refresh
Biggest visibility risers
-
Goldman Sachs 50% → 75% · rank #1 → #1+25pp
-
Morgan Stanley 25% → 50% · rank #2 → #2+25pp
-
J.P. Morgan 12% → 38% · rank #3 → #3+25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
goldmansachs.com
|
75% | 0% | Google AI Mode |
Goldman Sachs leads with 75% visibility, 6.7 times the category average, yet holds 0% citation, meaning it is named but never sourced by Google AI Mode. |
||||
| 2 |
morganstanley.com
|
50% | 12% | Google AI Mode |
Morgan Stanley is the only brand with any citation activity at 12.5%, making it uniquely both visible at 50% and occasionally trusted as a direct source. |
||||
| 3 |
jpmorgan.com
|
38% | 0% | Google AI Mode |
J.P. Morgan sits at 37.5% visibility with 0% citations, gaining 25 percentage points in visibility this period yet losing all prior citation presence. |
||||
| 4 |
centerviewpartners.com
|
25% | 0% | Google AI Mode |
Centerview Partners reaches 25% visibility despite being a boutique, outperforming larger firms like Citi and Bank of America which both score 0% visibility. |
||||
| 5 |
evercore.com
|
12% | 0% | Google AI Mode |
Evercore sits at 12.5% visibility, level with Houlihan Lokey and Jefferies, with all three recording identical composite scores of 8.8 and zero citations. |
||||
| 6 |
hl.com
|
12% | 0% | Google AI Mode |
| 7 |
jefferies.com
|
12% | 0% | Google AI Mode |
| 8 |
wellsfargo.com
|
0% | 0% | Google AI Mode |
| 9 |
bofa.com
|
0% | 0% | Google AI Mode |
| 10 |
citi.com
|
0% | 0% | Google AI Mode |
| 11 |
barclays.com
|
0% | 0% | Google AI Mode |
| 12 |
lazard.com
|
0% | 0% | Google AI Mode |
| 13 |
moelis.com
|
0% | 0% | Google AI Mode |
| 14 |
pjtpartners.com
|
0% | 0% | Google AI Mode |
| 15 |
guggenheimpartners.com
|
0% | 0% | Google AI Mode |
| 16 |
rothschildandco.com
|
0% | 0% | Google AI Mode |
| 17 |
pwpartners.com
|
0% | 0% | Google AI Mode |
| 18 |
ubs.com
|
0% | 0% | Google AI Mode |
| 19 |
db.com
|
0% | 0% | Google AI Mode |
| 20 |
rbccm.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on investment banks, 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 investment banks 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 investment banks
Who leads AI visibility in investment banks?
Goldman Sachs leads with 75% visibility and a composite score of 52.5, more than double the second-ranked Morgan Stanley at 50%. The category average is just 11.2%, making Goldman's position a significant outlier.
Which investment bank is most cited by Google AI Mode?
Morgan Stanley is the only investment bank with any citation activity, recording a 12.5% citation rate. All other brands in the top 10, including Goldman Sachs and J.P. Morgan, have 0% citation rates.
What sources does Google AI Mode anchor on for investment banking queries?
Google AI Mode cites third-party career and training sites including preplounge.com, mergersandinquisitions.com, vault.com, and linkedin.com. No investment bank's own domain appears in the top cited sources.
How does Goldman Sachs visibility compare to firms like Citi or Bank of America?
Goldman Sachs scores 75% visibility while Citi, Bank of America, and Wells Fargo all score 0%, meaning they are effectively invisible in current Google AI Mode responses about investment banking.
Are any investment banks gaining AI visibility over time?
Goldman Sachs, Morgan Stanley, and J.P. Morgan all gained 25 percentage points in visibility in the most recent period. No brands recorded visibility declines, though J.P. Morgan lost 12.5 percentage points in citation rate.
Why do high-visibility investment banks still have zero citation rates?
Google AI Mode appears to mention firms like Goldman Sachs and J.P. Morgan by name but draws its sourced references from educational and recruitment platforms rather than the firms' own domains, producing visibility without citation credit.