Index › Products › Quantilope · October 2026 Edition

2 categories · Named, not ranked

Quantilope

12Judge labels

0First choices

3Negative labels

6 / 14Models named it

2Categories

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.

Standing

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Quantilope was named 4 times in Audience insights and 1 other category, where SparkToro led with 19%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business157 of 167

under the label threshold

Mid-market63 of 155

under the label threshold

Enterprise37 of 147

under the label threshold

In audience insights · 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 Quantilope 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	Since September 2026
Audience and consumer insights platforms	Marketing	0%	63 of 155	0%	3	under 10 labels · led by SparkToro at 19%
Market intelligence platforms	GTM data and infrastructure	0%	115 of 172	0%	1	under 10 labels · led by Apollo.io at 17%

Movement

This is the first edition on this tier, so no move can be computed for Quantilope yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

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

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Model	Mention	Labels
Claude Haiku 4.5	1	1
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	1	1
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	2	2
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	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

Paraphrase1 labelNone

Comparative7 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative12 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.

No positive label carried a quote.

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 Quantilope, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Quantilope was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Brandwatch Consumer Intelligence10 of 120Not among the top eight

GWI9 of 121Not among the top eight

Qualtrics7 of 120Not among the top eight

Attest6 of 121Not among the top eight

Talkwalker6 of 120Not among the top eight

SurveyMonkey4 of 121Not among the top eight

Contentsquare4 of 120Not among the top eight

Kantar4 of 120Not among the top eight

Meltwater4 of 120Not among the top eight

YouGov Profiles4 of 120Not among the top eight

A head-to-head page exists where both products are among a category's top eight. 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 Quantilope. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 12 of the 12 answers that named Quantilope and are not a share of its labels.

Domains cited

gartner.com6

guideflow.com6

learn.g2.com6

pulsarplatform.com6

g2.com5

meltwater.com5

fluidsurveys.com4

munro.agency4

behaviolabs.com3

britopian.com3

No domain is on file for Quantilope, so its own site is not marked.

Pages cited

guideflow.com/blog/best-audience-intelligence-platforms6

gartner.com/reviews/market/audience-intelligence-platforms5

guideflow.com/blog/consumer-insights-platforms5

learn.g2.com/best-audience-intelligence-platforms5

pulsarplatform.com/guides/best-audience-analysis-tools-20265

fluidsurveys.com/best-market-research-software4

behaviolabs.com/blog/what-is-the-best-market-research-software-for-consumer-insights-in-203

meltwater.com/en/blog/top-consumer-insights-tools-companies3

Pages are listed as the models cited them.

Follow Quantilope

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

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 Quantilope'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 Quantilope, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Quantilope by email, built from the raw record of the edition. It shows:

where Quantilope is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Quantilope, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.