| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Influencer platforms | Marketing | 0% | 19 of 79 | 12% | 24 | accepted challenger |
| 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 | 2 | 1 | 3 |
| Grok 4.1 Fast | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 4 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 1 | 3 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“HypeAuditor — Best-in-class for fraud detection and audience authenticity” DeepSeek V4 Flash · Influencer · negative prompt · first choice
“a specialist vetting tool (HypeAuditor/Modash) for fraud/audience checks before signing” DeepSeek V4 Flash · Influencer · scale prompt · alternative
“Need to vet influencers for authenticity | HypeAuditor's free tools” Kimi K2 · Influencer · budget prompt · alternative
“HypeAuditor — strong on audience analysis and authenticity vetting” MiniMax M2.5 · Influencer · scale 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.
“Good for fraud detection, but can be excessive if you only need a simple, inexpensive creator database.” Perplexity Sonar · Influencer · negative prompt · soft negative
“Free Testing, Expensive Scaling ... need significant budget for full features” GLM 4.7 FlashX · Influencer · budget prompt · soft negative
“Less B2B-focused; no LinkedIn depth” DeepSeek V4 Flash · Influencer · 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 6 of the 47 answers that named HypeAuditor and are not a share of its labels.
Thirty-one of the thirty-three domain citations in answers naming HypeAuditor 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 HypeAuditor'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 HypeAuditor, 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 hypeauditor.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.