Amazon Marketing Cloud
Amazon Marketing Cloud is a data clean room from AWS for working with Amazon Ads data and Amazon retail insights · amazon.sa ↗
Strongest at mid-market. Ranked 78 of 79 for enterprise buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
AWS Clean Rooms is first at 19%.
Snowflake Data Clean Rooms is first at 27%. 0 of 14 models made it the first choice when asked directly.
Snowflake Data Clean Rooms is first at 52%.
Why models recommend it
“Best all‑around for most advertisers: Google Ads Data Hub (if you're Google‑heavy) or Amazon Marketing Cloud (if you're Amazon‑heavy). Both are free and easy to set up.”GLM 4.7 FlashX · Budget-constrained question · first choice
“likely to be a free walled-garden option such as Google Ads Data Hub, Amazon Marketing Cloud, or Meta Advanced Analytics”Llama 4 Maverick · Budget-constrained question · first choice
“Start with Amazon Marketing Cloud (AMC) or Google Ads Data Hub depending on where your biggest ad spend lies.”Qwen 3.7 Flash · Budget-constrained question · first choice
“Amazon Marketing Cloud if you sell on Amazon, or Google Ads Data Hub if you're a Google advertiser”DeepSeek V4 Flash · Budget-constrained question · first choice
What gives them pause
“not relevant for most B2B data collaboration use cases”DeepSeek V4 Flash · Paraphrase question · warning
“What to approach with caution: Native clean rooms operated by major media platforms (e.g., Google Ads Data Hub, Amazon Marketing Cloud, Meta Advanced Analytics)”Gemini 3.5 Flash · Negative question · warning
“Walled Garden Clean Rooms (Use with Caution) ... Vendor lock-in ... be aware you're trading data sovereignty for convenience”DeepSeek V4 Flash · Negative question · warning
“Unlike pure walled-garden solutions (Google Ads Data Hub or Amazon Marketing Cloud), it's neutral and cross-platform.”Grok 4.20 · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Amazon Marketing Cloud, over the 83 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 72 | 3 | Compare → | |
| 68 | 16 | Compare → | |
| 64 | 15 | Compare → | |
| 46 | 4 | Compare → | |
| 45 | 3 | Compare → | |
| 40 | 0 | Compare → | |
| 35 | 2 | View → | |
| 32 | 1 | Compare → | |
| 29 | 1 | View → | |
| 21 | 2 | View → |
What the models named instead of Amazon Marketing Cloud →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Amazon Marketing Cloud's own site, not checked by Gane.
- Headquarters
- Seattle, United States
- Founded
- 1994
- Also from Amazon
- Amazon, Amazon AMC, Amazon Ads Agent, Amazon Advertising, Amazon Audio Ads, Amazon Brand Registry and 6 more
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 80 of the 83 answers that named Amazon Marketing Cloud and are not a share of its labels.
Domains cited
274 of the 306 domain citations in answers naming Amazon Marketing Cloud came from a third party's page. Thirty-two were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 2 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar | 1 | 1 | 0 | 1 | 3 |
| Grok 4.20 | 1 | 1 | 1 | 2 | 5 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 3 | 6 |
| Llama 4 Maverick | 1 | 1 | 0 | 1 | 3 |
| Qwen 3.7 Flash | 1 | 0 | 1 | 0 | 2 |
| Kimi K2 | 1 | 1 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |