Index › Vendors › SAP Data Services · September 2026 Edition

SAP · 1 category · Named, not ranked

SAP Data Services

10Judge labels

0First choices

2Negative labels

7 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-09-16.3, every buyer segment counted.

Standing

3 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. SAP Data Services was named 3 times in CRM data quality, where Insycle led with 34%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business100 of 115

under the label threshold

Mid-market84 of 104

under the label threshold

Enterprise25 of 104

under the label threshold

In crm data quality · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named SAP Data Services 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%	84 of 104	33%	3	under 10 labels · led by Insycle at 34%

Movement

This is the first edition on this tier, so no move can be computed for SAP Data Services 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 SAP Data Services 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	0	0	0
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	1	0	0	1
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	1	1
Kimi K2	0	1	0	1
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0

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

Paraphrase0 labelsNone

Comparative7 labelsNone

Budget-constrained0 labelsNone

Scale-constrained1 labelNone

Negative2 labelsNone

First choiceAlternativeMentionNegative10 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.

“Best enterprise governance: Informatica or SAP Data Services” Perplexity Sonar · CRM data quality · 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.

“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

Named alongside

The products named in the same answers as SAP Data Services, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SAP Data Services was named but was not.

ProductSame answerTook the first choice insteadHead to head

DemandTools9 of 104Not in the top three

Insycle8 of 102Not in the top three

Cognism7 of 100Not in the top three

Cloudingo6 of 101Not in the top three

ZoomInfo Operations6 of 101Not in the top three

Clay6 of 100Not in the top three

Openprise6 of 100Not in the top three

Cleanlist5 of 102Not in the top three

Informatica5 of 101Not in the top three

Apollo.io5 of 100Not 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 SAP Data Services. 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 2 of the 10 answers that named SAP Data Services and are not a share of its labels.

Domains cited

cleanlist.ai2

clearout.io2

cognism.com2

default.com2

findymail.com2

g2.com2

integrate.io2

morsoftware.com2

syncmatters.com2

worldmetrics.org2

No domain is on file for SAP Data Services, so its own site is not marked.

Pages cited

cleanlist.ai/blog/2026-03-27-data-quality-tools2

cleanlist.ai/blog/2026-05-12-best-database-cleaning-software2

clearout.io/blog/crm-data-cleaning-solutions2

cognism.com/blog/data-quality-software2

default.com/post/crm-data-enrichment2

findymail.com/blog/crm-data-quality2

g2.com/categories/data-quality/f/crm2

integrate.io/blog/top-10-data-cleansing-tools2

Pages are listed as the models cited them.

The company

SAP is the company behind SAP Data Services.

Website: sap.com
Headquarters: Walldorf, Germany
Founded: 1972
Employees: about 106,043 (2023)
Ownership: Public, SAP on Italian Stock Exchange

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

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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 SAP Data Services'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 SAP Data Services, 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 the vendor's own domain 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.