Mailchimp: named everywhere, first nowhere.

Who the machines recommend

1Finding 1: No category king, only situation kings

This is the cleanest situational segmentation we have measured anywhere: the machines have sorted the category into lanes and they rarely mix them. For a buyer, that means the first question they type decides which market they enter. For a vendor, it means growth is not a share-of-voice campaign; it is a decision about which of these eight doors to fight for, against a named incumbent at a known strength.

2Finding 2: Mailchimp, famous everywhere, first nowhere

Two decades of brand building bought Mailchimp the only full-coverage profile in the category, and no throne. Where the money is, it trails the specialists badly: 34 percent with creators, 36 percent on advanced automation, 62 percent in e-commerce. And its share falls hardest of anyone when assistants read today’s web before answering, which means the current internet is actively steering the machines toward the specialists. Fame still opens the door; it no longer closes the deal. For a board, the strategic question is which two of these lanes Mailchimp intends to re-earn, because eight-at-mediocre is losing to one-at-total everywhere in this table.

3Finding 3: The legacy shelf is being cleared

GetResponse has sold email marketing for over twenty years and appears in 0.1 percent of the machines’ brand mentions, clearing our noise floor in zero of eight situations. Constant Contact sits at 1.9 percent. The machines learned this category from the recent internet, and the recent internet has moved on. Search mode barely helps either brand, so nothing is currently renting that visibility back. This is what erasure looks like in the new channel, and it happened without either company doing anything wrong except standing still.

4Finding 4: The answers lean on comparison lists

In our CRM and HR reports, the machines’ five most cited sources were all the leading brands’ own websites. Email marketing breaks the pattern: the two most cited sources are affiliate review sites, emailtooltester.com (60 citations) and emailvendorselection.com (53), and two of the next three are “best email marketing tools” articles on the blogs of smaller tools, sequenzy.com and sender.net. The ten brands’ own sites still carry 29 percent of all citations, but the top of the list belongs to whoever writes the comparison.

That changes what money should buy here. In HR, a vendor feeds the machines by publishing its own answers. In email marketing, your own pages are only half the job: being present and accurately described in a short list of specific comparison articles matters as much, and that list is not a guess. We observed it, per situation, in the citations themselves.

A recorded answer, in context

One answer, verbatim, from the archive behind this report. The study’s results come from repeated questions; a single answer shows the format buyers see.

“Best email marketing platform for an online store?”

Recorded test question

The right choice depends on your platform and needs, but here are the top options:

• Klaviyo: best overall for e-commerce
• Omnisend: built specifically for e-commerce
• Mailchimp: good for beginners, familiar interface

Claude via the Anthropic API, from memory, August 2026. Opening excerpt, not the entire response.

What we would do about it

A taste of the advisory layer, one line per seat at the table:

• If you own a lane (Klaviyo, Kit, Omnisend, MailerLite): your lane is your moat and your ceiling. The expansion play is the adjacent situation where you already show partial strength, and the citation map says exactly which reviewers guard it.
• If you are Mailchimp-shaped, famous but first nowhere: pick two lanes and re-earn them deliberately. Broad reminder advertising will not fix a position the machines re-decide with every answer.
• If you are being erased (GetResponse, Constant Contact): this is existential, and the comparison lists that feed this category’s answers matter as much as your own blog, especially where your profiles there are outdated or missing. Memory follows the sources; it never leads them.
• If you are small: Beehiiv reached 100 percent of creator answers in under five years. Total ownership of one situation is demonstrably achievable here, and worth more than 5 percent of everything.

The paid version is specific to you: your numbers per situation, the false claims AI makes about you, the exact sources to earn, priorities with owners and effort grades, and the tactics to skip. That is the audit, and the Program that carries the work out. To see the full depth on a real brand, read the sample audit of monday CRM built from our CRM dataset.

How we measured

ChatGPT, Gemini and Claude, queried through their official developer interfaces in August 2026, in the model tiers most buyers actually use. 1,005 recorded answers across eight buying situations, in two modes: from memory and with web search, reported separately. The design was frozen and hashed before the first question; measurement stability r = 0.94, and differences under 15 points per situation are noise, treated as such. These are controlled tests, not private customer conversations, and results can differ from the consumer apps.

Definitions, limits and the pre-registration protocol: methodology v0.2. The brands measured did not participate in, commission, or endorse this report, and we never sell placement in AI answers. Commissioned audits never change published scores.