| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Native and content advertising | Marketing | 0% | 14 of 72 | 7% | 28 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 3 | 0 | 0 | 3 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 2 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“If your goal is thought leadership distribution and editorial engagement, go with Nativo.” Gemini 3.5 Flash · Native ads · paraphrase prompt · alternative
“Nativo is recommended for brands that want deep engagement analytics and custom native formats” Llama 4 Maverick · Native ads · scale prompt · alternative
“Premium in-feed storytelling (400+ publishers). Custom formats, cookie-free targeting” Grok 4.1 Fast · Native ads · comparative prompt · alternative
“better when premium publisher context and brand safety matter more than scale” Perplexity Sonar · Native ads · direct 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.
“Campaign budget and creative creation happen in different steps, making alignment difficult” MiniMax M2.5 · Native ads · negative prompt · soft negative
“slower feedback loops and higher minimums — usually better for enterprise” DeepSeek V4 Flash · Native ads · paraphrase prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 11 of the 78 answers that named Nativo and are not a share of its labels.
Fifty-six of the fifty-six domain citations in answers naming Nativo came from somebody else's page.
Pages are listed as the models cited them.
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 Nativo'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 Nativo, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at nativo.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.