Every category where a model named Flowla 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
Digital sales rooms	Sales	6%	5 of 59	9%	35	accepted challenger
Customer education and LMS	Customer	0%	28 of 81	0%	1	under 10 labels · led by TalentLMS at 33%

Movement

This is the first edition on this tier, so no move can be computed for Flowla 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 Flowla 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	1	1	3
GPT-5.4 mini	0	1	0	0	1
Gemini 3.5 Flash	0	2	1	1	4
Perplexity Sonar	1	0	1	0	2
Grok 4.1 Fast	0	4	0	0	4
Mistral Small	0	3	2	0	5
DeepSeek V4 Flash	0	4	0	0	4
Llama 4 Maverick	0	0	1	0	1
Qwen 3.7 Flash	0	2	0	0	2
Kimi K2	1	3	0	0	4
GLM 4.7 FlashX	0	2	0	0	2
MiniMax M2.5	1	1	1	1	4

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

Direct14 labels2

Paraphrase9 labels2

Comparative21 labels1not counted in share

Budget-constrained21 labels6

Scale-constrained8 labelsNone

Negative20 labels3not counted in share

First choiceAlternativeMentionNegative93 labels in all, every segment counted; 10 of the 14 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.

“Start with Flowla's free plan if you want to test digital sales rooms with zero commitment” Kimi K2 · Sales rooms · budget prompt · first choice

“If I had to pick one for a typical mid-sized B2B company: I'd recommend Flowla” MiniMax M2.5 · Sales rooms · paraphrase prompt · first choice

“Flowla the stronger pick if you want the easiest low-friction entry” Perplexity Sonar · Sales rooms · budget prompt · first choice

“Flowla | Methodology & Speed | Great for teams trying to enforce strict sales methodologies (like MEDDIC)” Qwen 3.7 Flash · Sales rooms · scale 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.

“The rigid step dependencies can frustrate fast-moving buyers and require significant backend management from operations teams” Claude Haiku 4.5 · Sales rooms · negative prompt · soft negative

“as a newer platform, its feature set is still maturing” Gemini 3.5 Flash · Sales rooms · negative prompt · soft negative

“Other Platforms to Be Cautious About:... Flowla” MiniMax M2.5 · Sales rooms · negative prompt · soft negative

Named alongside

The products named in the same answers as Flowla, over the 93 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Flowla was named but was not.

ProductSame answerTook the first choice insteadHead to head

Trumpet83 of 9314Not in the top three

Aligned82 of 9334Not in the top three

Dock70 of 937Not in the top three

GetAccept69 of 936Not in the top three

HummingDeck43 of 9310Not in the top three

Highspot41 of 930Not in the top three

Seismic39 of 931Not in the top three

DealHub34 of 931Not in the top three

MindTickle20 of 932Not in the top three

Accord16 of 930Not 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 Flowla. 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 14 of the 93 answers that named Flowla and are not a share of its labels.

Domains cited

getaccept.com13

dock.us12

flowla.comYour site10

mindtickle.com10

gartner.com9

hummingdeck.com9

learn.g2.com8

omr.com8

showpad.com8

alignedup.com7

Eighty-four of the ninety-four domain citations in answers naming Flowla came from somebody else's page.

Pages cited

getaccept.com/blog/best-digital-sales-room-software13

dock.us/library/digital-sales-room-software12

mindtickle.com/blog/best-digital-sales-room-platforms-comparison-and-review10

gartner.com/reviews/market/digital-sales-rooms9

hummingdeck.com/blog/digital-sales-room-comparison-20269

flowla.com/blog/digital-sales-room-software-comparison8

learn.g2.com/best-digital-sales-room-software8

showpad.com/blog/best-digital-sales-room-platforms-a-ranked-comparison-20268

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 Flowla'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 Flowla, 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 flowla.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.