Measured · 2026-08-04

Who ChatGPT and Gemini recommend for email deliverability tools

We put 6 buyer questions about email deliverability tools to ChatGPT and Gemini. One tool tied at the top, each named in 5 of 6 answers, and none in all six. Here is the full list, the pages the answers were built from, and what it means whether or not your product is on it.

Answers read
6
Products named
20
Top source
mailtrap.io

GlockApps was the product ChatGPT and Gemini named most often when we asked about email deliverability tools: it appeared in 5 of the 6 buyer questions we ran on 2026-08-04. No other tool matched it. We put each question to ChatGPT and Gemini with one live web search, then recorded every product named and every source domain cited. GlockApps missed only one question out of six.

Mailtrap came second, named in 4 of the 6 answers. It also appeared once more under a separate label, "Mailtrap Email Delivery Platform," which the assistants used only in the bare "best" query, so in the raw data Mailtrap is split across two names. Behind those two sat a five-way tie at 3 of 6: Mailreach, MxToolbox, Postmark, Warmup Inbox and ZeroBounce each turned up in exactly half the answers.

The tail was thin. Across the six questions the assistants named 20 distinct products, but 9 of those 20 were named in only a single question. The shortlist a buyer sees is not stable: it swings hard on how the question is worded, and that is the most important thing this measurement shows.

The shortlist changed with the question

The bare "best email deliverability tools" question returned eight names: GlockApps, Mailtrap Email Delivery Platform, Postmark, Mailgun, TrulyInbox, Warmup Inbox, Inbox Radar by Saleshandy and EasyDMARC. This was the only one of the six questions where Mailtrap showed up under its "Email Delivery Platform" label.

"Best free email deliverability tools" returned just five names, and it was the single most different list of the six: Mailtrap, MxToolbox, EasyDMARC, MailGenius and ZeroBounce. GlockApps, which led 5 of the other questions, disappeared entirely from the free query. MailGenius was named here and in no other question.

"Most affordable email deliverability tools" returned a seven-name list that barely touched the free one: TrulyInbox, Inbox Radar by Saleshandy, MxToolbox, Everest by Validity, GlockApps, Mailreach and Warmbox. Out of the roughly 11 unique names across the "free" and "affordable" questions, only 1 product, MxToolbox, appeared in both. "Free" and "affordable" read like the same intent to a person, but to the assistants they were almost different categories.

Nine products hung on a single question each. Folderly and Warmy.io appeared only in "small teams." Google Postmaster Tools appeared only in "what should I use." MailGenius appeared only in "best free." Everest by Validity and Warmbox appeared only in "most affordable." Mailgun Optimize and Unspam.email appeared only in "recommendations." Mailtrap Email Delivery Platform appeared only in "best." Change the adjective, change the answer.

Where the answers came from

Two domains fed all six answers: mailtrap.io and reddit.com were each cited in 6 of 6. Then came emailtooltester.com and saleshandy.com at 5 of 6, and amplemarket.com and mailercheck.com at 4 of 6. Seventeen source domains appeared in total.

Community threads carried real weight. Reddit was cited in all 6 answers and Quora in 2 of 6. Forum posts written by shoppers are being read straight back to the next shopper. Independent roundups mattered too: emailtooltester.com, a comparison site that does not sell a deliverability tool of its own, was cited in 5 of 6.

The sharpest signal is in the vendor domains. mailtrap.io was cited in all 6 answers, and Mailtrap was named in 4 of them. Mailtrap published the roundup the assistant read, and got itself named inside it. saleshandy.com (5 of 6), easydmarc.com (3 of 6) and trulyinbox.com (3 of 6) did the same: their own domains fed the answers, and their products, Inbox Radar by Saleshandy, EasyDMARC and TrulyInbox, were each named twice.

But the more useful lesson is the reverse. GlockApps was named in 5 of 6 answers while glockapps.com was cited 0 times. GlockApps wins by living inside other people's roundups and Reddit threads, not by getting its own site crawled. Being named is about presence in the pages buyers trust, not about self-citation.

And a plain absence worth stating: no software review directory appeared. G2, Capterra, TrustRadius and Software Advice were cited 0 times across all six answers. In this category, the assistants are not reading the classic review sites.

What we would do to get named here

Being named is decided by the source list, not by market share. GlockApps did not need the largest brand; it needed to be in the pages the assistants pulled. Across our six questions those pages were consistent: Reddit (6 of 6), the mailtrap.io roundup (6 of 6), emailtooltester.com (5 of 6), saleshandy.com (5 of 6), then amplemarket.com and mailercheck.com (4 of 6 each).

So if we were marketing a deliverability tool, we would work those exact sources: get into the emailtooltester.com comparison, earn a genuine Reddit thread, and land in the vendor roundups that already rank, instead of buying a directory profile that was cited 0 times. And we would re-measure per question, because the "best free" and "most affordable" lists shared only 1 product.

The full list, counted

ProductNamed inShare
GlockApps5 of 683%
Mailtrap4 of 667%
Mailreach3 of 650%
MxToolbox3 of 650%
Postmark3 of 650%
Warmup Inbox3 of 650%
ZeroBounce3 of 650%
EasyDMARC2 of 633%
Inbox Radar by Saleshandy2 of 633%
Mailgun2 of 633%
TrulyInbox2 of 633%

Two brands were double-labelled in the raw data, and we kept them as the assistants said them rather than merging the counts: Mailtrap was also named once as "Mailtrap Email Delivery Platform," and Mailgun (named in 2 of 6) was also named once as "Mailgun Optimize."

Glotier does not sell an email deliverability tool, so we are correctly absent from all six of these answers. We did not name ourselves, and we would not put ourselves in a list we do not belong in. But running a category exactly this way, the precise products, the precise source domains, the precise gap between "free" and "affordable," is what Glotier does for whatever category you do sell in. The check is free, needs no account, and takes about a minute.

The questions we asked

One live web search per question, put to serper+or:chatgpt,gemini on 2026-08-04. 6 of 6 came back with an answer we could read. Whether a product was named is decided by looking for it in the answer text, not by asking a model for its opinion.

  1. best email deliverability tools
  2. best email deliverability tools for small teams
  3. what email deliverability tools should I use
  4. best free email deliverability tools
  5. most affordable email deliverability tools
  6. email deliverability tools recommendations

Questions people ask

Which email deliverability tool do ChatGPT and Gemini recommend most?
GlockApps. It was named in 5 of the 6 buyer questions we ran on 2026-08-04, more than any other tool. Mailtrap was next at 4 of 6, followed by a five-way tie at 3 of 6: Mailreach, MxToolbox, Postmark, Warmup Inbox and ZeroBounce.
What did they name for the best free email deliverability tools?
For the 'best free' question specifically, ChatGPT and Gemini named five tools: Mailtrap, MxToolbox, EasyDMARC, MailGenius and ZeroBounce. GlockApps, which led 5 of the 6 questions overall, did not appear in the free list at all, and MailGenius appeared only here.
What about the most affordable email deliverability tools?
The 'most affordable' question returned seven names: TrulyInbox, Inbox Radar by Saleshandy, MxToolbox, Everest by Validity, GlockApps, Mailreach and Warmbox. It overlapped the 'best free' list by just 1 product, MxToolbox, so free and cheap were nearly separate answers.
Do ChatGPT and Gemini use G2 or Capterra to recommend deliverability tools?
No. Across all six questions, G2, Capterra, TrustRadius and Software Advice were cited 0 times. The most-cited sources were mailtrap.io and reddit.com, each in 6 of 6 answers, then emailtooltester.com and saleshandy.com at 5 of 6.
How would a vendor get its deliverability tool named by AI?
Get into the sources the assistants read. GlockApps led at 5 of 6 while its own domain, glockapps.com, was cited 0 times, so its naming came from appearing inside roundups and Reddit threads. The pages to target were Reddit (6 of 6), the mailtrap.io roundup (6 of 6), emailtooltester.com (5 of 6) and saleshandy.com (5 of 6).

Do you sell in email deliverability tools? Find out whether you are in that list.

Paste your domain and watch the same run happen for your own buyer questions: which of the three assistants names you, who gets named instead, and the exact pages those answers were built from. Free, no card, no account for the first check.

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For reference, GlockApps was named in 5 of the 6 answers we read.

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