AEO for data analytics consulting firms: AI search visibility ranking
How AI search engines rank data analytics consulting 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. Data analytics consulting firms helping enterprises build data platforms, modernize analytics, deploy AI workflows, improve reporting, and unlock decision-ready insight. 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 the top data analytics consulting firms, Accenture frequently emerges as the leader, holding 37.5% of the visibility. EY and Deloitte are also prominent names in this category. These brands are consistently highlighted for their comprehensive services and robust client portfolios.
The rankings are shaped significantly by the top cited sources from which AI engines derive information. Websites like Reddit and LinkedIn are frequently referenced, along with Clutch.co, a popular aggregator and review site. This reliance on such platforms underscores the importance of user feedback and expert discussions in shaping brand perceptions.
For a buyer reading this page, the reliance of AI engines on recent reviews and third-party validation highlights the significance of considering current, user-driven insights when choosing a firm. Evaluating the topical authority and specific subcategories that each firm specializes in may provide a more tailored consulting experience.
At a glance
What we observed in this category
Accenture, EY, and Deloitte share the top three ranks with identical visibility scores of 37.5% and composite scores of 26.2, creating a clear tier break from Boston Consulting Group at rank four with a composite of only 11.2. McKinsey sits at 8.8, and the remaining tracked brands score 3.8 or zero. The category average visibility is just 6.2%, meaning these three leading firms are running at six times the category norm, which signals a heavily concentrated AI visibility landscape.
A notable divergence exists between being named in AI responses and being cited as a source. Accenture, EY, and Deloitte each hold 37.5% visibility but carry 0.0% citation rates, meaning Google AI Mode mentions them without linking their domains. Boston Consulting Group presents the inverse pattern, with 0.0% visibility but a 37.5% citation rate, making it the most-cited brand in the category despite never appearing as a named recommendation. KPMG and Bain show the same citation-only pattern at 12.5% citation with zero visibility.
All ten tracked brands register Google AI Mode as their top engine, confirming this category's AI visibility is entirely concentrated in one engine. The cited sources anchoring AI responses are third-party directories and community platforms including reddit.com, linkedin.com, clutch.co, vault.com, and builtin.com, alongside smaller consultancy sites such as vidi-corp.com and rtslabs.com. None of the major brand domains appear in the top cited sources list, reinforcing the gap between brand mention frequency and domain citation.
Movers & shakers since last refresh
Biggest visibility risers
-
Accenture 0% → 38% · rank #5 → #1+38pp
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Deloitte 12% → 38% · rank #2 → #3+25pp
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McKinsey & Company 0% → 12% · rank #20 → #5+12pp
Biggest visibility fallers
-
EY 88% → 38% · rank #1 → #2-50pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
accenture.com
|
38% | 0% | Google AI Mode |
Accenture leads at 37.5% visibility, six times the 6.2% category average, after jumping from rank five previously, but holds a 0.0% citation rate across all tracked queries. |
||||
| 2 |
ey.com
|
38% | 0% | Google AI Mode |
EY matches Accenture's 37.5% visibility and 26.2 composite score but has fallen sharply from 87.5% visibility in the prior period, the largest single-brand drop in the dataset. |
||||
| 3 |
deloitte.com
|
38% | 0% | Google AI Mode |
Deloitte sits at 37.5% visibility with a 25-point gain from the prior period, sharing the top composite score of 26.2 with Accenture and EY while also carrying a 0.0% citation rate. |
||||
| 4 |
bcg.com
|
0% | 38% | Google AI Mode |
BCG is the only top-five brand with zero visibility but a 37.5% citation rate, making it the most-cited domain in the category while never appearing as a named brand recommendation. |
||||
| 5 |
mckinsey.com
|
12% | 0% | Google AI Mode |
McKinsey rose from rank 20 to rank 5, gaining 12.5 visibility points, but its 8.8 composite score still sits well below the three joint leaders and carries no citation activity. |
||||
| 6 |
kpmg.com
|
0% | 12% | Google AI Mode |
| 7 |
bain.com
|
0% | 12% | Google AI Mode |
| 8 |
pwc.com
|
0% | 0% | Google AI Mode |
| 9 |
capgemini.com
|
0% | 0% | Google AI Mode |
| 10 |
infosys.com
|
0% | 0% | Google AI Mode |
| 11 |
tcs.com
|
0% | 0% | Google AI Mode |
| 12 |
cognizant.com
|
0% | 0% | Google AI Mode |
| 13 |
slalom.com
|
0% | 0% | Google AI Mode |
| 14 |
publicissapient.com
|
0% | 0% | Google AI Mode |
| 15 |
thoughtworks.com
|
0% | 0% | Google AI Mode |
| 16 |
wipro.com
|
0% | 0% | Google AI Mode |
| 17 |
nttdata.com
|
0% | 0% | Google AI Mode |
| 18 |
ltimindtree.com
|
0% | 0% | Google AI Mode |
| 19 |
fractal.ai
|
0% | 0% | Google AI Mode |
| 20 |
westmonroe.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on data analytics consulting 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 data analytics consulting 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 data analytics consulting firms
Who leads AI visibility in data analytics consulting firms?
Accenture, EY, and Deloitte share the top position with identical visibility scores of 37.5% and composite scores of 26.2, all driven entirely by Google AI Mode.
What is the average AI visibility score for brands in this category?
The category average visibility is 6.2%, with the top three brands running at six times that level and seven of the ten tracked brands sitting at zero or near-zero visibility.
Which brand is most cited by AI in this category despite low visibility?
Boston Consulting Group holds a 37.5% citation rate, the highest in the dataset, while recording 0.0% visibility, meaning its domain is sourced by AI but the brand is not named in responses.
What sources does Google AI Mode anchor on for data analytics consulting research?
The top cited sources are third-party platforms including reddit.com, linkedin.com, clutch.co, vault.com, and builtin.com, with no major consultancy domain appearing in the cited sources list.
Which brand showed the biggest AI visibility movement in this category?
McKinsey rose 15 rank positions from rank 20 to rank 5 with a 12.5-point visibility gain, while EY recorded the sharpest decline, dropping 50 visibility points from 87.5% to 37.5%.
Is AI visibility in data analytics consulting spread across multiple engines?
No. All ten tracked brands list Google AI Mode as their top engine, indicating this category's AI visibility is entirely concentrated in a single engine with no other platforms contributing to scores.