Cloud data integration platforms: AI search visibility ranking (2026)
How AI search engines rank cloud data integration platforms by visibility and citations. 18 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 data integration platforms used to move, transform, sync, and operationalize data across SaaS apps, warehouses, and internal systems. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 19, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Fivetran and Informatica share the top visibility score of 25.0% in the cloud data integration platforms category, well above the category average of 6.2%. The gap matters because both brands sit at roughly four times the average, while seven other ranked brands cluster at 12.5% and three (Matillion, Airbyte, Stitch) score zero. Fivetran holds a narrow composite lead (21.2 vs 17.5) because it is the only brand in the top five to record any citation activity, at 12.5% against a category average citation rate of just 0.7%.
A striking divergence exists between visibility and citation across this category. Informatica matches Fivetran on visibility yet records a 0.0% citation rate, meaning Google AI Mode names it frequently but does not anchor responses to its own domain as a source. The same pattern repeats for every other ranked brand except Fivetran. This suggests AI responses in this category are routinely mentioning brand names without linking back to those brands' own web properties, making citation a genuine differentiator rather than a default outcome of visibility.
The top cited sources in this category are dominated by third-party and review-adjacent domains: skyvia.com, domo.com, gartner.com, and youtube.com appear alongside niche players like adverity.com, cleo.com, unito.io, and stacksync.com. None of the top-ranked brands by visibility (Fivetran, Informatica, Talend, Qlik, MuleSoft) appear in that cited-source list. Google AI Mode is therefore anchoring factual sourcing on comparison sites and analyst content rather than on the primary vendor domains that dominate named mentions.
Movers & shakers since last refresh
Biggest visibility risers
-
Informatica 12% → 25% · rank #5 → #2+12pp
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MuleSoft 0% → 12% · rank #6 → #5+12pp
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Boomi 0% → 12% · rank #14 → #6+12pp
Biggest visibility fallers
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Matillion 25% → 0% · rank #3 → #8-25pp
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Fivetran 38% → 25% · rank #1 → #1-12pp
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Talend 25% → 12% · rank #4 → #3-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
fivetran.com
|
25% | 12% | Google AI Mode |
Fivetran leads on composite score (21.2) as the sole top-five brand with a positive citation rate (12.5%), despite its visibility falling from 37.5% to 25.0% this period. |
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| 2 |
informatica.com
|
25% | 0% | Google AI Mode |
Informatica matches Fivetran on visibility (25.0%) after jumping from rank 5, but records 0.0% citation, giving it a composite score 3.7 points below its co-leader. |
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| 3 |
talend.com
|
12% | 0% | Google AI Mode |
Talend sits at 12.5% visibility, half the category leaders, and its visibility fell 12.5 points from the prior period despite a one-place rank improvement to third. |
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| 4 |
qlik.com
|
12% | 0% | Google AI Mode |
Qlik holds 12.5% visibility and a composite score of 8.8, identical to three other brands at rank 5-7, with no citation activity differentiating it from peers. |
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| 5 |
mulesoft.com
|
12% | 0% | Google AI Mode |
MuleSoft rose from zero to 12.5% visibility this period but simultaneously lost 12.5 points of citation share, ending with a 0.0% citation rate at rank 5. |
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| 6 |
boomi.com
|
12% | 0% | Google AI Mode |
| 7 |
integrate.io
|
12% | 0% | Google AI Mode |
| 8 |
matillion.com
|
0% | 0% | Google AI Mode |
| 9 |
airbyte.com
|
0% | 0% | Google AI Mode |
| 10 |
stitchdata.com
|
0% | 0% | Google AI Mode |
| 11 |
portable.io
|
0% | 0% | Google AI Mode |
| 12 |
hightouch.com
|
0% | 0% | Google AI Mode |
| 13 |
getcensus.com
|
0% | 0% | Google AI Mode |
| 14 |
rivery.io
|
0% | 0% | Google AI Mode |
| 15 |
hevodata.com
|
0% | 0% | Google AI Mode |
| 16 |
azure.microsoft.com
|
0% | 0% | Google AI Mode |
| 17 |
keboola.com
|
0% | 0% | Google AI Mode |
| 18 |
estuary.dev
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on cloud data integration platforms, 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.
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.
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.
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.
Get your own cloud data integration platforms 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 data integration platforms AI visibility
Who leads AI visibility in cloud data integration platforms?
Fivetran and Informatica are tied on visibility at 25.0%, both well above the 6.2% category average. Fivetran holds the composite lead (21.2 vs 17.5) because it is the only brand in the top five with a non-zero citation rate.
Which brand has the highest citation rate in this category?
Fivetran is the only top-ranked brand with any citation activity, recording 12.5% against a category average of just 0.7%. Every other named brand in the top seven records 0.0% citation.
What sources does Google AI Mode cite most for cloud data integration research?
The top cited sources are third-party and comparison-oriented domains including skyvia.com, gartner.com, domo.com, and youtube.com. None of the leading vendor domains (fivetran.com, informatica.com, etc.) appear in the top cited sources list.
Which brands gained the most AI visibility recently in this category?
Informatica, MuleSoft, and Boomi each gained 12.5 visibility points in the latest period. Boomi's rise was the most dramatic, jumping from rank 14 to rank 6.
Which brands lost AI visibility in cloud data integration platforms?
Matillion lost 25.0 visibility points and fell from rank 3 to rank 8, reaching zero visibility. Fivetran and Talend each dropped 12.5 points, though Fivetran retained its rank-1 position.
How concentrated is AI visibility in this category across 18 brands?
Visibility is heavily concentrated: the top two brands each hold 25.0% while the category average is 6.2%, and at least eight of the 18 tracked brands record zero visibility in the current period.