| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Retail media platforms | Marketing | 0% | 20 of 121 | 31% | 29 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 2 | 2 | 5 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 1 | 4 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“Target Roundel is a strategic fit for brands whose target audiences align closely with Target's shopper profile” GLM 4.7 FlashX · Retail media · comparative prompt · alternative
“Roundel is more about curation, creative, and brand-safe premium experiences than sheer retail scale” GPT-5.4 mini · Retail media · comparative prompt · alternative
“expand to additional networks (e.g., Target Roundel, Criteo) as your budget and team capacity grow” GLM 4.7 FlashX · Retail media · direct prompt · alternative
“Consistently ranks as a top-3 or top-5 platform in the U.S. due to Target's loyal subscriber base” Qwen 3.7 Flash · Retail media · comparative prompt · alternative
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.
“Platforms like Amazon Advertising, Walmart Connect, Target Roundel, and similar retail media networks focus on: Consumer shopping behavior” Claude Haiku 4.5 · Retail media · paraphrase prompt · soft negative
“Often requires higher budgets or an agency partnership, so it's more suited for brands already seeing solid results elsewhere.” GLM 4.7 FlashX · Retail media · budget prompt · soft negative
“Even established players like Amazon DSP, Walmart Connect, and Target Roundel have significant off-site issues” Kimi K2 · Retail media · negative prompt · soft negative
“some networks (like Target Roundel) require managed service, which means less control and higher effective costs” DeepSeek V4 Flash · Retail media · scale prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 77 of the 78 answers that named Target Roundel and are not a share of its labels.
284 of the 284 domain citations in answers naming Target Roundel came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
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.
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 Target Roundel'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 Target Roundel, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Target Roundel by email, built from the raw record of the edition. It shows: