Every category where a model named AB Tasty 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
Experimentation and personalization	Marketing	2%	11 of 69	17%	30	accepted challenger

Movement

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

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

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

Direct9 labelsNone

Paraphrase11 labelsNone

Comparative22 labelsNone

Budget-constrained11 labelsNone

Scale-constrained14 labels1

Negative13 labelsNone

First choiceAlternativeMentionNegative80 labels in all, every segment counted; 1 of the 1 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.

“Begin your shortlist with AB Tasty (for strong marketer adoption + personalization) or VWO” Qwen 3.7 Flash · Experimentation · scale prompt · first choice

“Excellent for mid-market and scaling enterprise companies. It offers an intuitive visual editor, server-side testing, and AI-driven personalization” Gemini 3.5 Flash · Experimentation · scale prompt · alternative

“AB Tasty is a mid-market personalization platform that doesn't require weeks of onboarding” Claude Haiku 4.5 · Experimentation · direct prompt · alternative

“AB Tasty: Focuses heavily on privacy-first segmentation and mid-market scalability.” Qwen 3.7 Flash · Experimentation · 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.

“What to Avoid (Not Budget-Friendly) - AB Tasty: Typically $700-2,500/month” MiniMax M2.5 · Experimentation · budget prompt · hard negative

“pivoted hard into enterprise-tier custom pricing, making them inaccessible for companies with tight budgets” Gemini 3.5 Flash · Experimentation · budget prompt · soft negative

“it may be a better fit for teams that don’t need the deepest enterprise experimentation stack” GPT-5.4 mini · Experimentation · direct prompt · soft negative

“Extreme merger uncertainty ... AB Tasty (if merger stabilizes)” Kimi K2 · Experimentation · negative prompt · soft negative

Named alongside

The products named in the same answers as AB Tasty, over the 80 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and AB Tasty was named but was not.

ProductSame answerTook the first choice insteadHead to head

VWO73 of 8020Not in the top three

Optimizely CMS69 of 8019Not in the top three

Adobe Target55 of 802Not in the top three

Kameleoon39 of 802Not in the top three

GrowthBook37 of 805Not in the top three

Statsig36 of 802Not in the top three

Dynamic Yield35 of 801Not in the top three

Convert30 of 807Not in the top three

LaunchDarkly24 of 800Not in the top three

PostHog18 of 803Not 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 AB Tasty. 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 13 of the 80 answers that named AB Tasty and are not a share of its labels.

Domains cited

vwo.com9

growthbook.io5

convert.com4

kameleoon.com4

mida.so4

optimizely.com4

statsig.com4

amplitude.com3

abmatic.ai2

abtesting.cc2

Forty-one of the forty-one domain citations in answers naming AB Tasty came from somebody else's page.

Pages cited

statsig.com/comparison/best-experimentation-tools4

statsig.com/comparison/best-experimentation-tools-developers4

statsig.com/comparison/best-experimentation-tools-marketers4

vwo.com/blog/experimentation-platform-guide4

amplitude.com/compare/best-product-experimentation-tools-for-startups3

convert.com/blog/a-b-testing/ab-testing-tools-for-growth-teams3

growthbook.io/insights/best-ai-experimentation-platforms3

kameleoon.com/blog/best-ab-testing-tools3

Pages are listed as the models cited them.

The company

AB Tasty.

Website: abtasty.com
Headquarters: Paris, France
Founded: 2009
Employees: about 111 (2018)

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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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 AB Tasty'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 AB Tasty, 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 abtasty.com is approved on the spot, any other address is reviewed by hand.

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