| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Affiliate and partner management | Partner and channel | 0% | 23 of 87 | 23% | 13 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“Amazon Associates, ClickBank – Beginner-friendly with proven track records.” Grok 4.1 Fast · Affiliate · negative prompt · alternative
“Has an open marketplace; almost anyone can sell here with instant approval” Qwen 3.7 Flash · Affiliate · comparative prompt · alternative
“Digital products / info products / courses? → ClickBank” DeepSeek V4 Flash · Affiliate · comparative prompt · alternative
“For digital products: ClickBank or Digistore24” MiniMax M2.5 · Affiliate · 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.
“The marketplace contains many low-quality, "salesy" products. If you are a high-end brand, promoting here can risk brand dilution.” Gemini 3.5 Flash · Affiliate · comparative prompt · soft negative
“ClickBank (High Selectivity Required) ... The "Dormant Fee" Trap” Gemini 3.5 Flash · Affiliate · negative prompt · soft negative
“ClickBank (with research)” MiniMax M2.5 · Affiliate · 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 4 of the 26 answers that named ClickBank and are not a share of its labels.
Nineteen of the nineteen domain citations in answers naming ClickBank 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 · 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 ClickBank'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 ClickBank, 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 clickbank.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.