Mailchimp is the AI’s top pick in 1 of 16 measured B2B categories and invisible in 14. Even where it leads, the engines do not agree: at best 4 of 8 name it first.contested
Where Mailchimp is a top pick, on average only 50% of the engines that answered agree on it. This report grades that as contested. A single-engine tracker would show you one of those views and call it your score. In this dataset, across all 16 categories, no tool is the unanimous pick of all 8 engines. The disagreement is not noise to average away; it is the real state of your AI visibility, and it is what every single-number tracker quietly hides.
Each row is a category where at least one engine ranks Mailchimp first. The dissent column is the honest part: the engines that recommend a competitor instead, on the same date.
| Category | Engines that agree | Engines that pick something else |
|---|---|---|
| Email marketing | 4 of 8 | Gemini 2.5 Flash-Lite picks Klaviyo Perplexity picks HubSpot ChatGPT picks ActiveCampaign Qwen 3.6 picks HubSpot |
These are categories Mailchimp genuinely competes in, where the engines list it but put someone else first. This is the gap a buyer asking an AI sees before they ever reach your site.
| Category | Your rank | Ranked ahead of you |
|---|---|---|
| Marketing automation | #4 | HubSpot, ActiveCampaign, Marketo |
In these 14 categories, no measured engine surfaced Mailchimp at all. Some may be outside your market; the ones inside it are pure lost recommendation share.
Across all 16 categories, no single tool is the #1 pick of every engine. The "AI visibility" number a single-engine tracker shows Mailchimp is one engine’s view on one date; this report shows all 8.
This report is one dated capture, given to you at no cost. AI recommendations move every run and every week. The AI Visibility Tracker keeps score for you:
In Marketing automation, the engines rank HubSpot ahead of Mailchimp. When a buyer asks an AI for the best marketing automation tool, that is the name it reads back, not yours.
Your ranking above is measured and unpurchasable. It does not move if you buy anything. What you can do is take the one labeled Featured slot per category on the comparison pages the AI engines actually cite (marked "Featured", the editorial picks untouched). One slot per category, first come. It is the fastest way to appear in the source buyers get read back to them.
Get a Dedicated Review — $1,600We do not currently rank Mailchimp in a published roundup, so there is no Featured slot to claim yet — and we will not sell you one that does not exist. A Dedicated Review is your own page on Nesyona, not a slot in someone else’s list, and it keeps working after the roundups rotate. $1,600 one-time. If you would rather hold a placement month over month across the network, Standing Partner is $500/month. No traffic promise.
Each of 8 AI engines (Llama 3.3 70B via Groq, Cohere Command-A, Gemini 2.5 Flash-Lite, Perplexity, ChatGPT, Llama 4 Scout, GPT-OSS 120B, Qwen 3.6) answered the same buyer questions across 16 B2B and go-to-market software categories. Every recommendation is a recorded model output, canonicalized and scored by position-weighted frequency. Capture window 2026-06-19 to 2026-07-08.
The full dataset is published open under CC-BY-4.0 with DOI 10.5281/zenodo.20767878. This report states what the engines returned on the capture date. It does not judge product quality, and no vendor can buy a better number; the rankings are unpurchasable by design.