Every category where a model named BriteVerify 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
CRM data quality and deduplication	Revenue operations	0%	42 of 104	0%	1	under 10 labels · led by Insycle at 34%
Email verification	GTM data and infrastructure	0%	26 of 53	0%	1	under 10 labels · led by ZeroBounce at 29%

Movement

This is the first edition on this tier, so no move can be computed for BriteVerify 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 BriteVerify 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	0	0
GPT-5.4 mini	1	1
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	1	1
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

Direct2 labelsNone

Paraphrase1 labelNone

Comparative7 labelsNone

Budget-constrained0 labelsNone

Scale-constrained3 labelsNone

Negative2 labelsNone

First choiceAlternativeMentionNegative15 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.

“Best for real-time signup form validation: BriteVerify” GPT-5.4 mini · Email verification · comparative prompt · alternative

“BriteVerify integrates with Salesforce/HubSpot” Mistral Small · CRM data quality · 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.

No model argued against it.

Named alongside

The products named in the same answers as BriteVerify, over the 15 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and BriteVerify was named but was not.

ProductSame answerTook the first choice insteadHead to head

ZeroBounce13 of 157Not in the top three

NeverBounce13 of 152Not in the top three

Kickbox10 of 151Not in the top three

Bouncer6 of 150Not in the top three

Clearout4 of 150Not in the top three

Emailable4 of 150Not in the top three

Hunter3 of 150Not in the top three

DemandTools2 of 152Not in the top three

Apollo.io2 of 150Not in the top three

Cloudingo2 of 150Not 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 BriteVerify. 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 3 of the 15 answers that named BriteVerify and are not a share of its labels.

Domains cited

hunter.io3

snov.io2

usebouncer.com2

zerobounce.net2

accuwebhosting.com1

appsumo.com1

bouncebuster.io1

bouncecheck.email1

briteverify.comYour site1

capterra.com1

Fourteen of the fifteen domain citations in answers naming BriteVerify came from somebody else's page.

Pages cited

snov.io/blog/email-verification-services2

accuwebhosting.com/blog/top-10-bulk-email-list-verification-validation-services-compared1

appsumo.com/products/emailverifyio/reviews1

bouncebuster.io/why-every-small-business-needs-an-email-verification-service-in-2025-21

bouncecheck.email/blog/zerobounce-vs-kickbox1

briteverify.com/resources/FactSheet_BriteVerify.pdf1

capterra.com/p/201337/MyEmailVerifier/reviews1

debounce.com/blog/email-verification-tools1

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 BriteVerify'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 BriteVerify, 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 briteverify.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.