| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Programmatic and display advertising | Marketing | 0% | 69 of 96 | 50% | 2 | under 10 labels · led by StackAdapt at 61% |
| Video advertising | Marketing | 0% | 61 of 121 | 0% | 2 | under 10 labels · led by StackAdapt at 24% |
| Native and content advertising | Marketing | 0% | 62 of 72 | 100% | 1 | under 10 labels · led by StackAdapt at 23% |
| Search and social advertising platforms | Marketing | 0% | 134 of 137 | 100% | 1 | under 10 labels · led by Google Ads at 10% |
| 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 | 1 | 1 |
| 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 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 2 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“PropellerAds or RollerAds offer the most budget-friendly options” GLM 4.7 FlashX · Programmatic · budget 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.
“These platforms are highly effective at "getting your ad seen," but at a high cost to brand reputation... audience quality is considered very poor.” Qwen 3.7 Flash · Programmatic · negative prompt · hard negative
“Frequently used by advertisers employing cloaking techniques” Qwen 3.7 Flash · Paid ads · negative prompt · hard negative
“Adsterra / PropellerAds: These are great platforms for very specific verticals ... often mixed with pop-under or overlay traffic.” Gemini 3.5 Flash · Native ads · negative prompt · soft negative
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 PropellerAds'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 PropellerAds, 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 propellerads.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.