GTM AI Index
Index Vendors › Zonka Feedback · September 2026 Edition
3 categories · Ranked

Zonka Feedback

41Judge labels
2First choices
2Negative labels
11 of 12Models named it
3Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-09-16.3, every buyer segment counted.
Best standing
2% in Feedback for small business buyers
Rank 12 of 104 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 0% of its 13 labels there were negative.
By buyer segmentRead the same way at every buyer size.
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 Zonka Feedback 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.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Customer feedback and surveysCustomer2%12 of 1040%13accepted challenger
Customer intelligence and data scienceGTM data and infrastructure0%124 of 1580%1under 10 labels · led by Google Analytics 4 at 16%
Review and reputation managementMarketing0%78 of 1030%1under 10 labels · led by Birdeye at 26%

Movement

This is the first edition on this tier, so no move can be computed for Zonka Feedback 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 Zonka Feedback across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.512104
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar01001
Grok 4.1 Fast01203
Mistral Small10001
DeepSeek V4 Flash00101
Llama 4 Maverick01203
Qwen 3.7 Flash00101
Kimi K200000
GLM 4.7 FlashX01001
MiniMax M2.500000

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
Direct6 labelsNone
Paraphrase9 labels1
Comparative16 labels2not counted in share
Budget-constrained2 labelsNone
Scale-constrained5 labels1
Negative3 labelsNone
First choiceAlternativeMentionNegative41 labels in all, every segment counted; 2 of the 4 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.

“Top picks include Zonka Feedback (omnichannel CX + AI)” Claude Haiku 4.5 · Feedback · comparative prompt · first choice
“🏆 Best Overall: Zonka Feedback” Mistral Small · Feedback · paraphrase prompt · first choice
“Choose Zonka Feedback or Perspective AI if you want broader feedback capture and more action-oriented workflows.” Perplexity Sonar · Feedback · comparative prompt · alternative
“consider ... Typeform/SurveySparrow/Zonka Feedback (for a better balance of features, pricing, and ease of use)” GLM 4.7 FlashX · Feedback · negative 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 Zonka Feedback, over the 41 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zonka Feedback was named but was not.
ProductSame answerTook the first choice insteadHead to head
SurveyMonkey30 of 413Not in the top three
Qualtrics26 of 4110Not in the top three
Survicate21 of 417Not in the top three
Typeform20 of 413Not in the top three
Medallia17 of 414Not in the top three
SurveySparrow13 of 412Not in the top three
Delighted13 of 410Not in the top three
CustomerGauge11 of 413Not in the top three
AskNicely11 of 410Not in the top three
InMoment10 of 410Not 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 Zonka Feedback. 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 8 of the 41 answers that named Zonka Feedback and are not a share of its labels.

Domains cited

zonkafeedback.comYour site8
customergauge.com4
deeto.com4
guideflow.com4
qualaroo.com4
thecxlead.com4
typeform.com4
enterpret.com3
getperspective.ai3
greatquestion.co3

Thirty-three of the forty-one domain citations in answers naming Zonka Feedback came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

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 Zonka Feedback'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 Zonka Feedback, 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 zonkafeedback.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.

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