| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Native and content advertising | Marketing | 0% | 72 of 72 | 100% | 3 | under 10 labels · led by StackAdapt at 23% |
| Mobile marketing and push | Marketing | 0% | 73 of 75 | 100% | 1 | under 10 labels · led by OneSignal at 34% |
| Video advertising | Marketing | 0% | 91 of 121 | 0% | 1 | under 10 labels · led by StackAdapt at 24% |
| 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 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 2 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
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.
“Push Notification Ad Networks to Avoid ... fake bot traffic, zero engagement, and refusal to refund” DeepSeek V4 Flash · Mobile & push · negative prompt · hard negative
“Verdict: Avoid unless you have sophisticated fraud detection and a high tolerance for waste.” Kimi K2 · Native ads · negative prompt · hard negative
“Advertisers report ~99% fraudulent clicks with virtually no real traffic or conversions” DeepSeek V4 Flash · Native ads · negative prompt · hard negative
“grouped with MGID in that same "affiliate & volume networks" tier ... comes with the same bot/remnant-inventory risk” Perplexity Sonar · Native ads · negative 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 2 of the 10 answers that named RichAds and are not a share of its labels.
Ten of the ten domain citations in answers naming RichAds came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
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 RichAds'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 RichAds, 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 richads.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.