Every category where a model named Warmbox 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
Email deliverability and testing tools	Marketing	2%	13 of 110	0%	5	under 10 labels · led by GlockApps at 34%

Movement

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

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	0	1	1
Grok 4.1 Fast	0	0	0	0
Mistral Small	1	0	0	1
DeepSeek V4 Flash	0	1	0	1
Llama 4 Maverick	0	1	1	2
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	0	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

Direct6 labelsNone

Paraphrase0 labelsNone

Comparative8 labelsNone

Budget-constrained6 labels2

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative20 labels in all, every segment counted; 2 of the 2 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.

“For the most cost-effective solution, Warmbox at $15/month and GlockApps\u2019 free tier are especially recommended” Mistral Small · Email deliverability · budget prompt · first choice

“A warm-up tool (only if you're starting with a new domain) — Warmbox at ~$15/month” DeepSeek V4 Flash · Email deliverability · budget prompt · alternative

“and Warmbox for email warmup” Llama 4 Maverick · Email deliverability · budget 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 Warmbox, over the 20 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Warmbox was named but was not.

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ProductSame answerTook the first choice insteadHead to head

MXToolbox14 of 201Not among the top eight

GlockApps12 of 203Not among the top eight

Google Postmaster Tools10 of 202Not among the top eight

MailReach9 of 201Not among the top eight

Folderly7 of 202Not among the top eight

Mail-Tester7 of 202Not among the top eight

Litmus7 of 200Not among the top eight

Mailtrap4 of 201Not among the top eight

Microsoft SNDS4 of 201Not among the top eight

Validity Everest4 of 201Not 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 Warmbox. 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 20 of the 20 answers that named Warmbox and are not a share of its labels.

Domains cited

amplemarket.com19

omnisend.com13

mailercheck.com9

unspam.email9

myemailverifier.com7

sender.net7

therankmasters.com7

folderly.com6

getresponse.com6

instantly.ai6

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

Pages cited

amplemarket.com/blog/best-email-deliverability-tools19

omnisend.com/blog/email-deliverability-tools13

mailercheck.com/articles/best-email-deliverability-tools9

unspam.email/articles/email-deliverability-softwares9

myemailverifier.com/blog/email-deliverability-tools7

therankmasters.com/insights/email-marketing/best-email-deliverability-tools7

getresponse.com/blog/email-deliverability-tools6

folderly.com/blog/email-deliverability-tools5

Pages are listed as the models cited them.

Search and answers

Where Warmbox stands in Google search beside where it stands in the models' answers.

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In search

Google, US estimates

Searches for its name, Google: 390 a month (“warmbox”)
AI search demand for its name, est.: 14 a month
Its own site: No site of its own on file, so no site figures

In answers

This edition

Share of first choices

rank 13 of 110 in email deliverability

Segment leader

34%

GlockApps

First choices: 2 across its categories
Named in: 20 answers
Its own site cited: No site on file to match

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Follow Warmbox

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 Warmbox'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 Warmbox, 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 Warmbox by email, built from the raw record of the edition. It shows:

where Warmbox 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 Warmbox, 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.