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Data Integration Brand Visibility

Ranks reviewed Data Integration brands by the share of all successful benchmark answers in which they appear.

Coverage: 12 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Mention coverage

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsAnswer providerBrand signal

12of 12 rows

Data Integration Brand Visibility current rankings
Rank	Entity	Mention coverage	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	Fivetrancompany	56.3%	56.25%	28.72%	16.13%	3	62.5%	62.5%	100%	48	—	—	Analyze brand Why this rank
02	Qlik Talendcompany	31.3%	31.25%	15.96%	25.81%	3	62.5%	43.75%	100%	48	—	—	Analyze brand Why this rank
03	Airbytecompany	27.1%	27.08%	13.83%	16.13%	3	37.5%	31.25%	100%	48	—	—	Analyze brand Why this rank
04	Informaticacompany	20.8%	20.83%	10.64%	3.23%	3	25%	25%	100%	48	—	—	Analyze brand Why this rank
05	Matillioncompany	18.8%	18.75%	9.57%	9.68%	3	37.5%	25%	100%	48	—	—	Analyze brand Why this rank
06	Estuary Flowcompany	10.4%	10.42%	5.32%	16.13%	2	0%	0%	100%	48	—	—	Analyze brand Why this rank
07	Hevo Datacompany	8.3%	8.33%	4.26%	3.23%	2	0%	0%	100%	48	—	—	Analyze brand Why this rank
08	Boomicompany	8.3%	8.33%	4.26%	9.68%	2	0%	6.25%	100%	48	—	—	Analyze brand Why this rank
09	MuleSoftcompany	6.3%	6.25%	3.19%	0%	2	0%	12.5%	100%	48	—	—	Analyze brand Why this rank
10	SnapLogiccompany	4.2%	4.17%	2.13%	0%	2	0%	6.25%	100%	48	—	—	Analyze brand Why this rank
11	Censuscompany	2.1%	2.08%	1.06%	0%	1	0%	0%	100%	48	—	—	Analyze brand Why this rank
12	Hightouchcompany	2.1%	2.08%	1.06%	0%	1	0%	0%	100%	48	—	—	Analyze brand Why this rank

Data Integration Brand Visibility current rankings
Rank	Entity	Mention coverage	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	Fivetrancompany	56.3%	56.25%	28.72%	16.13%	3	62.5%	62.5%	100%	48	—	—	Analyze brand Why this rank
02	Qlik Talendcompany	31.3%	31.25%	15.96%	25.81%	3	62.5%	43.75%	100%	48	—	—	Analyze brand Why this rank
03	Airbytecompany	27.1%	27.08%	13.83%	16.13%	3	37.5%	31.25%	100%	48	—	—	Analyze brand Why this rank
04	Informaticacompany	20.8%	20.83%	10.64%	3.23%	3	25%	25%	100%	48	—	—	Analyze brand Why this rank
05	Matillioncompany	18.8%	18.75%	9.57%	9.68%	3	37.5%	25%	100%	48	—	—	Analyze brand Why this rank
06	Estuary Flowcompany	10.4%	10.42%	5.32%	16.13%	2	0%	0%	100%	48	—	—	Analyze brand Why this rank
07	Hevo Datacompany	8.3%	8.33%	4.26%	3.23%	2	0%	0%	100%	48	—	—	Analyze brand Why this rank
08	Boomicompany	8.3%	8.33%	4.26%	9.68%	2	0%	6.25%	100%	48	—	—	Analyze brand Why this rank
09	MuleSoftcompany	6.3%	6.25%	3.19%	0%	2	0%	12.5%	100%	48	—	—	Analyze brand Why this rank
10	SnapLogiccompany	4.2%	4.17%	2.13%	0%	2	0%	6.25%	100%	48	—	—	Analyze brand Why this rank
11	Censuscompany	2.1%	2.08%	1.06%	0%	1	0%	0%	100%	48	—	—	Analyze brand Why this rank
12	Hightouchcompany	2.1%	2.08%	1.06%	0%	1	0%	0%	100%	48	—	—	Analyze brand Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

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Answer presence56.3%27/48 filtered answers mention or cite Fivetran

Selected-set share45.8%Share of answer-presences among the compared brands, not market share

Owned citation answers55 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
Fivetranfivetran.com	56.3%27/48	BASE	45.8%	100	5	5	3/3
Airbyteairbyte.com	27.1%13/48	-29.2 pp	22.0%	67	4	5	3/3
Informaticainformatica.com	20.8%10/48	-35.4 pp	16.9%	30	1	1	3/3
Matillionmatillion.com	18.8%9/48	-37.5 pp	15.3%	10	3	3	3/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 Which managed data integration platforms are best for loading many SaaS and database sources into a cloud warehouse?recommendation	FivetranInformaticaMatillion 6 source URLs`7cdba2cb`	FivetranAirbyte · C1Matillion 8 source URLs`0da85c28`	FivetranInformaticaMatillion 6 source URLs`66fe96e6`
02 Recommend a self-hostable data integration platform with broad connectors, orchestration, observability, and extensibility.recommendation	Airbyte 6 source URLs`bf044a13`	Airbyte 3 source URLs`d2f7a899`	Informatica 5 source URLs`4154004c`
03 Which data integration tools are strongest for reliable low-latency change data capture from operational databases?recommendation	FivetranAirbyte 4 source URLs`3cdce8b8`	Fivetran 5 source URLs`5942ed89`	Fivetran · C1AirbyteMatillion · C1 8 source URLs`5299465f`
04 Recommend a platform for syncing governed warehouse data into sales, marketing, support, and advertising applications.recommendation	No selected brand 6 source URLs`be560506`	FivetranMatillion · C1 6 source URLs`2ba18dab`	No selected brand 9 source URLs`f3b4321c`
05 Which data integration platforms best support enterprise governance, lineage, private networking, auditability, and role control?recommendation	Informatica 6 source URLs`9e6c2cbe`	Informatica 7 source URLs`2d7848e6`	No selected brand 7 source URLs`b27f439f`
06 Recommend a data pipeline service with dependable managed connectors for finance, CRM, advertising, support, and product analytics.recommendation	FivetranMatillion 4 source URLs`a9320ef4`	FivetranAirbyte 5 source URLs`89a4b815`	Fivetran · C1 7 source URLs`a5899655`
07 Which data integration platform works best with modular SQL transformation, workflow orchestration, testing, and warehouse-native execution?recommendation	FivetranMatillion 8 source URLs`d659a804`	Fivetran 7 source URLs`fc00f6a6`	No selected brand 9 source URLs`0b8a1a35`
08 What data integration tool should a startup evaluate for fast setup, predictable cost, common connectors, and low maintenance?recommendation	Fivetran · C1Airbyte · C2 6 source URLs`e5845c8e`	Fivetran 7 source URLs`f2b2af4f`	Fivetran 6 source URLs`c249313a`
09 Compare data integration platforms on connector coverage, freshness, reliability, observability, governance, deployment, and support.commercial	FivetranAirbyteInformatica 5 source URLs`dca75bcc`	FivetranAirbyteInformatica 9 source URLs`7f3127f9`	Fivetran 7 source URLs`f625af52`
10 How should a buyer compare data integration pricing across rows, active records, compute, connectors, and platform fees?commercial	Fivetran · C1 7 source URLs`3ecd2d80`	Fivetran 7 source URLs`8f54da47`	No selected brand 0 source URLs`598a5e84`
11 Create a proof-of-concept scorecard for measuring pipeline freshness, recovery, data loss, duplicate handling, and support quality.commercial	No selected brand 0 source URLs`e7d5a2a6`	No selected brand 3 source URLs`fe295b67`	No selected brand 0 source URLs`a8ab2462`
12 Compare how data integration tools handle schema drift, connector changes, backfills, replay, and destination compatibility.commercial	FivetranMatillion · C1 9 source URLs`01cbfd56`	FivetranAirbyteMatillion 9 source URLs`63ac7b7e`	Fivetran · C1Airbyte · C1 6 source URLs`cb0c513d`
13 Which criteria expose lock-in and migration risk when choosing a managed data integration platform?commercial	No selected brand 8 source URLs`5ee1349b`	No selected brand 6 source URLs`c3f72d8c`	No selected brand 4 source URLs`63559012`
14 Compare data pipeline vendors on encryption, secrets, private connectivity, data residency, compliance, and customer-managed deployment.commercial	FivetranAirbyte · C1 6 source URLs`4d76de34`	FivetranAirbyte 7 source URLs`4aade0a5`	No selected brand 3 source URLs`949e03b6`
15 Create a shortlist of data integration vendors for a global enterprise modernizing batch, streaming, and activation pipelines.commercial	FivetranInformatica 5 source URLs`3a5e1087`	FivetranInformatica 5 source URLs`3f4e2ba3`	No selected brand 6 source URLs`691fa11b`
16 When should a company consolidate ingestion, transformation, quality, observability, and activation on one data integration platform?commercial	No selected brand 7 source URLs`09840404`	Informatica · C1 7 source URLs`06c21e3d`	No selected brand 0 source URLs`bc23aca0`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position	Evidence
domo.com	19	8	3	#1	Open source ↗
integrate.io	14	16	3	#1	Open source ↗
skyvia.com	14	5	3	#1	Open source ↗
reddit.com	8	8	3	#1	Open source ↗
gartner.com	7	3	3	#3	Open source ↗
linkedin.com	6	5	3	#1	Open source ↗
striim.com	6	4	3	#2	Open source ↗
qlik.com	5	7	3	#1	Open source ↗
fivetran.com	5	5	2	#2	Open source ↗
peliqan.io	5	3	3	#2	Open source ↗
alation.com	4	8	3	#1	Open source ↗
airbyte.com	4	5	3	#2	Open source ↗
medium.com	4	4	2	#1	Open source ↗
streamkap.com	4	2	3	#1	Open source ↗
matillion.com	3	3	3	#1	Open source ↗
tinybird.co	3	3	2	#1	Open source ↗
acceldata.io	3	3	2	#2	Open source ↗
boomi.com	3	3	2	#2	Open source ↗
atlan.com	3	3	2	#3	Open source ↗
ovaledge.com	3	3	2	#4	Open source ↗

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

data-integration-platforms-2026-07-27 / 4-data-integration-platforms-2026-07-27-models-64232fd32583

Data Integration Brand Visibility

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view