AEO for data migration consulting firms: AI search visibility ranking
How AI search engines rank data migration consulting firms 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. Data migration consulting firms helping organizations move data across warehouses, ERPs, CRMs, and legacy systems with integrity, governance, and minimal disruption. 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 data migration consulting firms, Infosys emerges as the leader. Alongside Infosys, Accenture and Deloitte are frequently mentioned as top brands in the field. While Infosys is often named, its visibility and citation percentages among AI engines remain at 0.0%, indicating other dynamics at play in the rankings.
The rankings reflect the sources AI engines pull from, with top-cited domains like kanerika.com, beyondkey.com, and talentmsh.com being prominent. These domains often serve as aggregator and review sites, which means they tend to compile extensive information and reviews, thus influencing the brands' visibility and perceived authority on the subject.
For buyers evaluating which brand to choose, consider how AI engines value recent reviews and third-party validation. Choosing a firm with strong topical authority in data migration can be beneficial. Look for brands frequently mentioned on aggregator sites, as these often indicate reliability and up-to-date expertise within the specific subcategory.
At a glance
What we observed in this category
The data migration consulting firms category shows a complete collapse in AI visibility across all 20 tracked brands, with every firm including Infosys (rank 1), Accenture (rank 2), and Deloitte (rank 3) recording 0.0% visibility and 0.0% citation in the current period. The category average sits at 0.0% for both metrics. This is not a competitive gap between leaders and laggards but a category-wide absence, meaning no ranked firm is currently surfacing in Google AI Mode responses for this topic.
The visibility fallers data reveals that Accenture, Deloitte, and TCS each held 12.5% visibility in the prior period and have all dropped to 0.0%, with citation deltas remaining at 0.0 throughout. This confirms that named recognition (appearing in AI responses) and cited trust (being linked as a source) were already disconnected for these brands, since citation never followed even when visibility was present. The divergence suggests Google AI Mode was mentioning these brands without anchoring to their owned domains.
The top cited sources in this category are entirely specialist and mid-tier domains: kanerika.com, beyondkey.com, talentmsh.com, corsactech.com, simform.com, techlocity.com, hso.com, and airbyte.com. None of these appear in the ranked brand list. Google AI Mode is anchoring its citations on niche content publishers and smaller consultancies rather than the large IT services firms that dominate brand rankings, indicating a structural mismatch between market authority and AI source selection in this category.
Movers & shakers since last refresh
Biggest visibility fallers
-
Accenture 12% → 0% · rank #1 → #2-12pp
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Deloitte 12% → 0% · rank #2 → #3-12pp
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TCS 12% → 0% · rank #3 → #6-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
accenture.com
|
12% | 0% | Google AI Mode |
Accenture fell from rank 1 to rank 2 after losing 12.5 percentage points of visibility to reach 0.0%, with citation remaining at 0.0% even during its prior visible period. |
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| 2 |
deloitte.com
|
12% | 0% | Google AI Mode |
Deloitte dropped from rank 2 to rank 3 with the same 12.5-point visibility decline as Accenture, and like Accenture, generated no citation activity at any measured point. |
||||
| 3 |
capgemini.com
|
0% | 0% | Google AI Mode |
Third tier at 0% visibility. Roughly tracks the category average on citation rate (0% vs 0% average). |
||||
| 4 |
cognizant.com
|
0% | 0% | Google AI Mode |
| 5 |
wipro.com
|
0% | 0% | Google AI Mode |
Wipro sits at rank 4 with 0.0% visibility and 0.0% citation and shows no faller or riser activity, suggesting it held no measurable AI presence in either the current or prior period. |
||||
| 6 |
epam.com
|
0% | 0% | Google AI Mode |
| 7 |
tcs.com
|
0% | 0% | Google AI Mode |
| 8 |
ciandt.com
|
0% | 0% | Google AI Mode |
| 9 |
reply.com
|
0% | 0% | Google AI Mode |
| 10 |
softserveinc.com
|
0% | 0% | Google AI Mode |
| 11 |
nagarro.com
|
0% | 0% | Google AI Mode |
| 12 |
ltimindtree.com
|
0% | 0% | Google AI Mode |
| 13 |
mastek.com
|
0% | 0% | Google AI Mode |
| 14 |
jadeglobal.com
|
0% | 0% | Google AI Mode |
| 15 |
hitachids.com
|
0% | 0% | Google AI Mode |
| 16 |
infosys.com
|
0% | 0% | Google AI Mode |
| 17 |
slalom.com
|
0% | 0% | Google AI Mode |
| 18 |
perficient.com
|
0% | 0% | Google AI Mode |
| 19 |
dataart.com
|
0% | 0% | Google AI Mode |
| 20 |
thoughtworks.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on data migration 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own data migration 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 migration consulting firms
Who leads AI visibility in data migration consulting firms?
Infosys holds rank 1 but records 0.0% visibility, the same as every other tracked brand. There is no functional leader in AI visibility in this category at present.
Which brands lost the most AI visibility in data migration consulting recently?
Accenture, Deloitte, and TCS each lost 12.5 percentage points of visibility in the most recent period, falling from 12.5% to 0.0%, making them the only brands with recorded movement.
What sources does Google AI Mode cite most for data migration consulting research?
The top cited sources are kanerika.com, beyondkey.com, talentmsh.com, corsactech.com, simform.com, techlocity.com, hso.com, and airbyte.com, none of which appear in the ranked brand list.
Do the top-ranked data migration consulting firms get cited by Google AI Mode?
No. All top-ranked firms including Infosys, Accenture, and Deloitte record 0.0% citation, and even when Accenture and Deloitte held 12.5% visibility previously, their citation rate remained at 0.0%.
Is there a divergence between brand visibility and citation in this category?
Yes. Accenture, Deloitte, and TCS were named in AI responses (visibility up to 12.5%) in the prior period but generated zero citations, confirming that being mentioned and being linked as a source are separate outcomes in this category.
Are large IT services firms competitive with specialist sources for AI citations in data migration?
No. Google AI Mode cites specialist and mid-tier domains almost exclusively in this category, while the 20 tracked large firms including Capgemini, Wipro, and Cognizant all record 0.0% citation.