AEO for snowflake consulting partners: AI search visibility ranking
How AI search engines rank snowflake consulting partners 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. Snowflake consulting partners helping enterprises build cloud data platforms, data engineering workflows, AI use cases, and analytics modernization on Snowflake. 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 consult AI engines about Snowflake consulting partners, phData frequently emerges as the leader, cited in 37.5% of queries. Other notable names include Accenture and Deloitte. These brands are mentioned due to their strong presence in the market, with phData being highlighted as the top choice by AI recommendations, making it a key player for consideration.
The rankings are shaped by frequently cited sources such as snowflake.com and hireinsouth.com. These domains provide aggregated reviews and insights, which significantly influence AI reporting. Aggregator sites like snowstack.ai and b-eye.com offer a collection of user reviews and expert evaluations that contribute to phData's high visibility in AI-generated responses.
For buyers evaluating options on this page, it's crucial to consider aspects AI engines value such as recent customer reviews, third-party validations, and the brand's authority in specific consulting subcategories. Brands like phData benefit from being frequently updated and referenced, which underscores their credibility and reliability according to AI findings.
At a glance
What we observed in this category
phData and Accenture share the top visibility score of 37.5%, well above the category average of 5.6%, but the gap between them and the rest of the field is sharp. Deloitte sits third at 25.0% visibility, and then the drop is severe: Slalom registers 12.5%, while 15 of the 20 tracked brands score zero. This concentration means Google AI Mode is surfacing a very small shortlist, making the difference between appearing and not appearing commercially significant for any firm competing in this space.
The divergence between visibility and citation reveals two distinct dynamics. phData leads on citation at 25.0%, matching Deloitte, while Accenture's citation rate of 12.5% is notably low relative to its equal visibility score, suggesting AI mentions Accenture without consistently linking its domain. Aimpoint Digital presents the clearest anomaly: it holds zero visibility yet a 12.5% citation rate, meaning the AI cites it without naming it in direct responses. This named-versus-trusted split matters because citation without visibility offers limited discovery value.
Every brand in the top 10 records Google AI Mode as its top engine, confirming the audit is effectively a single-engine dataset. The top cited sources in this category are dominated by third-party directories and community sites, including snowflake.com itself, reddit.com, hireinsouth.com, snowstack.ai, b-eye.com, beyondkey.com, data.folio3.com, and credencys.com. The presence of Reddit and niche aggregators alongside Snowflake's own domain suggests AI is anchoring on partner-listing and community-discussion content rather than the consulting firms' own websites.
Movers & shakers since last refresh
Biggest visibility risers
-
Accenture 0% → 38% · rank #5 → #2+38pp
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phData 25% → 38% · rank #1 → #1+12pp
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Deloitte 12% → 25% · rank #2 → #3+12pp
Biggest visibility fallers
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InterWorks 12% → 0% · rank #4 → #10-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
phdata.io
|
38% | 25% | Google AI Mode |
phData holds the highest composite score of 33.8 with 37.5% visibility and 25.0% citation, the strongest citation rate among all ranked brands and well above the 3.8% category average. |
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| 2 |
accenture.com
|
38% | 12% | Google AI Mode |
Accenture matches phData on visibility at 37.5% but its citation rate of 12.5% is half that of phData, producing a lower composite score of 30.0 despite identical AI mention frequency. |
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| 3 |
deloitte.com
|
25% | 25% | Google AI Mode |
Deloitte records 25.0% on both visibility and citation, giving it the most balanced visibility-to-citation ratio in the top five and a composite score of 25.0. |
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| 4 |
slalom.com
|
12% | 0% | Google AI Mode |
Slalom achieves 12.5% visibility but zero citation, meaning AI surfaces the brand by name yet never links its domain, resulting in a composite score of just 8.8. |
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| 5 |
aimpointdigital.com
|
0% | 12% | Google AI Mode |
Aimpoint Digital records zero visibility alongside a 12.5% citation rate, the only brand in the top five where AI cites the domain without ever naming the brand in a direct response. |
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| 6 |
capgemini.com
|
0% | 0% | Google AI Mode |
| 7 |
cognizant.com
|
0% | 0% | Google AI Mode |
| 8 |
infosys.com
|
0% | 0% | Google AI Mode |
| 9 |
wipro.com
|
0% | 0% | Google AI Mode |
| 10 |
interworks.com
|
0% | 0% | Google AI Mode |
| 11 |
tcs.com
|
0% | 0% | Google AI Mode |
| 12 |
hcltech.com
|
0% | 0% | Google AI Mode |
| 13 |
thoughtworks.com
|
0% | 0% | Google AI Mode |
| 14 |
coalesce.io
|
0% | 0% | Google AI Mode |
| 15 |
lovelytics.com
|
0% | 0% | Google AI Mode |
| 16 |
quantiphi.com
|
0% | 0% | Google AI Mode |
| 17 |
mphasis.com
|
0% | 0% | Google AI Mode |
| 18 |
matillion.com
|
0% | 0% | Google AI Mode |
| 19 |
sdggroup.com
|
0% | 0% | Google AI Mode |
| 20 |
teksystems.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on snowflake consulting partners, 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 snowflake consulting partners 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 snowflake consulting partners
Who leads AI visibility among Snowflake consulting partners?
phData and Accenture are tied on visibility at 37.5%, both far above the category average of 5.6%. phData holds the top composite score of 33.8 due to its stronger citation rate of 25.0% versus Accenture's 12.5%.
What sources does Google AI Mode cite most when researching Snowflake consulting partners?
The most cited sources include snowflake.com, reddit.com, and niche aggregator sites such as hireinsouth.com, snowstack.ai, b-eye.com, beyondkey.com, data.folio3.com, and credencys.com. Third-party directories and community content appear to anchor AI responses more than the consulting firms' own domains.
How concentrated is AI visibility in this category?
Visibility is highly concentrated: only five of the 20 tracked brands register any visibility at all, and 15 brands score zero. The top three brands account for the vast majority of all AI mentions in the category.
Which brands are gaining AI visibility most quickly?
Accenture is the biggest riser, jumping from rank 5 to rank 2 with a visibility delta of plus 37.5 percentage points from a previous score of zero. phData also gained, increasing its citation rate by 25.0 percentage points while holding the top rank.
Can a brand be cited by AI without appearing in AI responses?
Yes. Aimpoint Digital has zero visibility but a 12.5% citation rate, meaning its domain is linked in AI responses without the brand being named directly. This pattern also applies partially to Slalom, which has visibility but zero citations.
Which brands have lost AI visibility recently in this category?
InterWorks is the only recorded faller, dropping from rank 4 to rank 10 with a visibility delta of minus 12.5 percentage points, falling from 12.5% to zero visibility in the current period.