MediaMath
Why models recommend it
“Custom data management and precise control? → MediaMath”GLM 4.7 FlashX · Comparative question · alternative
What gives them pause
“it filed for Chapter 11 bankruptcy in 2023 and operates at a reduced scale. This signals instability”Grok 4.20 · Negative question · warning
“Avoid for most mid-sized B2B: Enterprise-heavy options like MediaMath (if still viable)”Grok 4.20 · Paraphrase question · warning
“MediaMath, for example, has appeared on historical platform lists, but its financial and operational status should be independently verified”Perplexity Sonar · Negative question · warning
“MediaMath has faced financial difficulties and market position changes in recent years”DeepSeek V4 Flash · Comparative question · warning
Also on the shortlist
The products named in the same answers as MediaMath, over the 33 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 27 | 11 | View → | |
| 25 | 1 | View → | |
| 22 | 4 | View → | |
| 17 | 2 | View → | |
| 14 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → | |
| 9 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 2 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 31 of the 33 answers that named MediaMath and are not a share of its labels.
Domains cited
No domain is on file for MediaMath, so its own site is not marked.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |