1 category · Named, not rankedEpsilon Retail Media
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Retail media platforms | Marketing | 0% | 38 of 121 | 0% | 2 | under 10 labels · led by Amazon Ads at 33% |
Movement
By model
How each model treated Epsilon Retail Media across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | 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 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Epsilon, a retail media platform that manages reporting, budgeting, and optimization based on real-time purchasing behavior” Llama 4 Maverick · Retail media · paraphrase prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Named alongside
The products named in the same answers as Epsilon Retail Media, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Epsilon Retail Media was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 8 of the 8 answers that named Epsilon Retail Media and are not a share of its labels.
Domains cited
Twenty-seven of the twenty-nine domain citations in answers naming Epsilon Retail Media came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,465 | 46 | 2026-09-25 | Identity, CDP | |
| Case study | 337 | undated | |||
| News or press | 170 | 4 | 2026-09-22 | Identity, CDP | |
| Webinar or virtual event | 28 | 1 | 2026-08-28 | Ecommerce marketing, CDP | |
| Glossary or explainer | 23 | 5 | 2026-09-10 | Identity, Video ads | |
| Report or ebook | 20 | 0 | 2026-06-03 | CDP | |
| Podcast or video | 20 | undated | |||
| Comparison | 18 | 1 | 2026-09-10 | ||
| Conference or event | 5 | undated | |||
| Template or tool | 1 | undated |
Most recent
- 2026-09-25How does a data clean room work blog
- 2026-09-22How to improve customer loyalty when discounts stop working blog
- 2026-09-22Epsilon announces three executive appointments to accelerate its next era of growth news or press
- 2026-09-22Pressroom news or press
- 2026-09-17Confused epsilon launch commerce media across tv audio web news or press
- 2026-09-17Pressroom news or press
How it is countedHide how it is counted
Every page epsilon.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name identity (31); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as Epsilon Retail Media
Follow Epsilon Retail Media
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Epsilon Retail Media's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Epsilon Retail Media, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Epsilon Retail Media by email, built from the raw record of the edition. It shows:
- where Epsilon Retail Media is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Epsilon Retail Media, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.