GTM AI Index

Index › Vendors › Medallia Concierge · September 2026 Edition

1 category · Named, not ranked

Medallia Concierge

2Judge labels

0First choices

0Negative labels

1 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

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Medallia Concierge was named 2 times in Feedback, where Google Forms led with 15%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market42 of 104

under the label threshold

Enterprisenot named

No model named it for this buyer.

In feedback · 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 Medallia Concierge 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
Customer feedback and surveys	Customer	0%	42 of 104	0%	2	under 10 labels · led by Google Forms at 15%

Movement

This is the first edition on this tier, so no move can be computed for Medallia Concierge 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 Medallia Concierge across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

Direct1 labelNone

Paraphrase0 labelsNone

Comparative1 labelNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative2 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.

“Zonka Feedback and Medallia Concierge have taken real market share in 2025-2026” Claude Haiku 4.5 · Feedback · direct 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.

No model argued against it.

Named alongside

The products named in the same answers as Medallia Concierge, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Medallia Concierge was named but was not.

ProductSame answerTook the first choice insteadHead to head

Qualtrics2 of 21Not in the top three

Zonka Feedback2 of 21Not in the top three

SurveyMonkey2 of 20Not in the top three

Retently1 of 21Not in the top three

Alchemer1 of 20Not in the top three

AskNicely1 of 20Not in the top three

Birdeye1 of 20Not in the top three

Canny1 of 20Not in the top three

Chattermill1 of 20Not in the top three

Enterpret1 of 20Not 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 Medallia Concierge. 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 2 answers that named Medallia Concierge and are not a share of its labels.

Domains cited

deeto.com2

zonkafeedback.com2

blog.buildbetter.ai1

chattermill.com1

customergauge.com1

feeds.thedunvegangroup.com1

front.com1

getperspective.ai1

greatquestion.co1

guideflow.com1

Twelve of the twelve domain citations in answers naming Medallia Concierge came from somebody else's page.

Pages cited

deeto.com/blog-post/customer-feedback-platforms-compared2

zonkafeedback.com/blog/customer-feedback-tools2

blog.buildbetter.ai/best-customer-feedback-analytics-platforms-ranked1

chattermill.com/blog/best-customer-feedback-tools1

customergauge.com/blog/client-feedback-tool1

feeds.thedunvegangroup.com/blog/customer-feedback-program1

front.com/blog/customer-feedback-software1

getperspective.ai/blog/best-b2b-customer-feedback-tools-20261

Pages are listed as the models cited them.

The company

Medallia is the company behind Medallia Concierge.

Website: medallia.com
Headquarters: Palo Alto, United States
Founded: 2001

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 Medallia Concierge'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 Medallia Concierge, 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 medallia.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.