Every category where a model named Talend for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
CRM data quality and deduplication	Revenue operations	0%	27 of 104	18%	11	accepted challenger
Data management platforms	GTM data and infrastructure	0%	41 of 183	0%	5	under 10 labels · led by Segment at 18%
Data warehouse and reverse ETL for marketing	GTM data and infrastructure	0%	90 of 100	100%	1	under 10 labels · led by Hightouch at 42%

Movement

This is the first edition on this tier, so no move can be computed for Talend yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Talend across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	1	0	1
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	1	0	1
Mistral Small	1	2	1	4
DeepSeek V4 Flash	2	1	0	3
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	1	2	3
Kimi K2	0	2	0	2
GLM 4.7 FlashX	0	2	0	2
MiniMax M2.5	0	1	0	1

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct0 labelsNone

Paraphrase1 labelNone

Comparative19 labelsNone

Budget-constrained1 labelNone

Scale-constrained6 labelsNone

Negative11 labelsNone

First choiceAlternativeMentionNegative38 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Talend is best when you already have ETL/integration pipelines and engineering talent” DeepSeek V4 Flash · CRM data quality · comparative prompt · alternative

“Strong integration capabilities with open-source options” Mistral Small · DMP · comparative prompt · alternative

“Integration/pipelines: Talend, Fivetran, Matillion” DeepSeek V4 Flash · DMP · comparative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Traditional enterprise tools (Informatica, Talend) - Often overkill and expensive for marketing use cases” Mistral Small · Warehouse & ETL · negative prompt · soft negative

“These are not "click-and-play" apps; they usually require a team of engineers” Qwen 3.7 Flash · CRM data quality · comparative prompt · soft negative

“over-engineered for SMB/mid-market teams needing simple CRM cleanliness” Qwen 3.7 Flash · CRM data quality · negative prompt · soft negative

Named alongside

The products named in the same answers as Talend, over the 38 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Talend was named but was not.

ProductSame answerTook the first choice insteadHead to head

DemandTools24 of 3812Not in the top three

Informatica22 of 380Not in the top three

ZoomInfo Operations17 of 382Not in the top three

Insycle16 of 385Not in the top three

Cloudingo14 of 382Not in the top three

Apollo.io14 of 380Not in the top three

ZoomInfo13 of 380Not in the top three

Fivetran11 of 380Not in the top three

Cleanlist10 of 383Not in the top three

Ataccama10 of 380Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Talend. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 3 of the 38 answers that named Talend and are not a share of its labels.

Domains cited

ovaledge.com2

cleanlist.ai1

cognism.com1

cometly.com1

darwinapps.com1

digi-texx.com1

docs.cloud.google.com1

docs.databricks.com1

empirium.io1

es.slideshare.net1

Eleven of the eleven domain citations in answers naming Talend came from somebody else's page.

Pages cited

cleanlist.ai/blog/2026-03-27-data-quality-tools1

cognism.com/blog/data-quality-software1

cometly.com/post/marketing-data-warehouse-platform1

cometly.com/post/marketing-data-warehouse-solution1

cometly.com/post/marketing-data-warehouse-solutions1

darwinapps.com/blog/the-11-best-data-quality-monitoring-tools-for-marketing-ops-teams-in-21

digi-texx.com/techblog/crm-data-cleaning-solutions1

docs.cloud.google.com/lakehouse/docs/lakehouse-basics1

Pages are listed as the models cited them.

Names read as Talend

What the judge wrote, as written, with how often. The vendor table decides that these count as Talend; a claim can dispute any of them.

Talend (Qlik) 1

The company

Talend.

Website: talend.com
Headquarters: Redwood City, United States
Founded: 2006

From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Talend's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Talend, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at talend.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.