Cloud migration services: AI search visibility ranking (2026)
How AI search engines rank cloud migration services 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. Cloud migration service providers helping enterprises move applications, data, infrastructure, and operations into modern public and hybrid cloud environments. 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 AI engines like ChatGPT, Claude, and Gemini answer questions about cloud migration services, Wipro comes up most often, appearing in 12.5% of relevant AI responses across the engines tracked. Capgemini and Accenture follow closely behind. These three dominate the conversation, meaning a buyer asking an AI assistant for recommendations will almost certainly encounter one of them before scrolling further.
The rankings reflect which sources AI engines pull from most heavily. The top cited domains include corsactech.com, digitalocean.com, scnsoft.com, onixnet.com, and missioncloud.com. Several of these are niche consultancies and managed service providers with detailed cloud migration content, not just aggregator or review platforms. That means AI visibility here is driven more by topical authority and published expertise than by review volume alone.
For a buyer using this list, the practical takeaway is to look beyond raw AI visibility and check whether a brand has recent, third-party validated content specific to your migration scenario, whether that is lift-and-shift, re-platforming, or a hybrid approach. Brands that appear in AI answers for specific subcategories tend to have deeper published expertise in those areas, which is worth probing directly during vendor evaluation.
At a glance
What we observed in this categoryauto-generated
The top six brands in cloud migration services (Wipro, Capgemini, Accenture, Deloitte, Cognizant, and TCS) each hold identical visibility scores of 12.5% and composite scores of 8.8, placing them far above the category average of 3.8%. This flat tie at the top means there is no single dominant brand in AI-generated responses, but the collective gap between these six and the remaining brands is stark. Ranks 7 through 10 score between 0.0% and 7.5% composite, signalling a hard visibility cliff after the top tier.
A notable divergence exists between named visibility and citation behaviour. The top six brands, despite their high visibility scores, record 0.0% citation rates across the board. Mission Cloud at rank 7 shows the inverse pattern, with 0.0% visibility but a 25.0% citation rate, the highest in the dataset. EPAM similarly earns a 12.5% citation rate with zero visibility. This suggests Google AI Mode names large consultancies in response text but anchors its sourced links on smaller, specialist providers.
The top cited sources in this category are predominantly specialist or mid-market domains: corsactech.com, digitalocean.com, scnsoft.com, onixnet.com, missioncloud.com, simform.com, adastracorp.com, and azilen.com. None of the tier-one enterprise brands (wipro.com, accenture.com, capgemini.com) appear in this cited-sources list. Google AI Mode is clearly drawing on a separate pool of content for citations than it is for brand mentions, anchoring its references on content-rich niche providers rather than large consultancy domains.
Movers & shakers since last refresh
Biggest visibility risers
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Wipro 0% → 12% · rank #0 → #1+12pp
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Capgemini 0% → 12% · rank #0 → #2+12pp
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Accenture 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
wipro.com
|
12% | 0% | Google AI Mode |
Wipro shares a 12.5% visibility score and 8.8 composite with five peers, sitting 3.3 times the 3.8% category average, but records zero citation rate. |
||||
| 2 |
capgemini.com
|
12% | 0% | Google AI Mode |
Capgemini matches Wipro exactly at 12.5% visibility and 8.8 composite, offering no differentiation from the top-tier cluster and carrying a 0.0% citation rate. |
||||
| 3 |
accenture.com
|
12% | 0% | Google AI Mode |
Accenture holds the same 12.5% visibility and 8.8 composite as ranks 1 and 2, with a visibility delta of 12.5 points from zero in the previous period but still no citations. |
||||
| 4 |
deloitte.com
|
12% | 0% | Google AI Mode |
Deloitte sits within the identical six-way tie at 8.8 composite and 12.5% visibility, with no citation presence despite being named consistently in AI responses. |
||||
| 5 |
cognizant.com
|
12% | 0% | Google AI Mode |
Cognizant shares the 12.5% visibility and 8.8 composite of the top cluster, but at rank 5 is already approaching the sharp drop-off to Mission Cloud's 7.5 composite at rank 7. |
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| 6 |
tcs.com
|
12% | 0% | Google AI Mode |
| 7 |
missioncloud.com
|
0% | 25% | Google AI Mode |
| 8 |
epam.com
|
0% | 12% | Google AI Mode |
| 9 |
nttdata.com
|
0% | 0% | Google AI Mode |
| 10 |
dxc.com
|
0% | 0% | Google AI Mode |
| 11 |
thoughtworks.com
|
0% | 0% | Google AI Mode |
| 12 |
sada.com
|
0% | 0% | Google AI Mode |
| 13 |
2ndwatch.com
|
0% | 0% | Google AI Mode |
| 14 |
cloudreach.com
|
0% | 0% | Google AI Mode |
| 15 |
perficient.com
|
0% | 0% | Google AI Mode |
| 16 |
presidio.com
|
0% | 0% | Google AI Mode |
| 17 |
kyndryl.com
|
0% | 0% | Google AI Mode |
| 18 |
rackspace.com
|
0% | 0% | Google AI Mode |
| 19 |
slalom.com
|
0% | 0% | Google AI Mode |
| 20 |
infosys.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on cloud migration services, 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 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 →
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 →
Get your own cloud migration services brand audited
The brands above were curated from public market-leader lists. Want the same 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 cloud migration services AI visibility
Who leads AI visibility in cloud migration services?
Six brands (Wipro, Capgemini, Accenture, Deloitte, Cognizant, and TCS) share the top position equally, each with 12.5% visibility and a composite score of 8.8. There is no single leader as all six are statistically tied.
Which brand receives the most citations in cloud migration services AI responses?
Mission Cloud holds the highest citation rate in the dataset at 25.0%, despite recording 0.0% visibility, meaning it is sourced in links but not named in AI-generated text.
What sources does Google AI Mode cite most for cloud migration research?
The top cited sources are corsactech.com, digitalocean.com, scnsoft.com, onixnet.com, missioncloud.com, simform.com, adastracorp.com, and azilen.com. None of the major enterprise consultancy domains appear in this cited list.
Is there a gap between which brands are named and which are cited by Google AI Mode?
Yes. The top six named brands all carry 0.0% citation rates, while smaller specialists like Mission Cloud (25.0%) and EPAM (12.5%) earn citations without appearing in visibility rankings above the category average.
How does the top tier compare to the category average for cloud migration AI visibility?
The top six brands each score 12.5% visibility, which is 3.3 times the category average of 3.8%. Brands from rank 9 onward score 0.0%, showing a sharp two-tier distribution.
Which engine drives cloud migration AI visibility in this audit?
Google AI Mode is the top engine for every brand in the dataset, and no alternative engine appears as a primary driver for any of the top 10 ranked brands.