| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Email verification | GTM data and infrastructure | 2% | 11 of 53 | 0% | 2 | under 10 labels · led by ZeroBounce at 29% |
| Influencer platforms | Marketing | 0% | 27 of 79 | 0% | 3 | under 10 labels · led by Favikon at 27% |
| Sales intelligence and contact data | Sales | 0% | 27 of 44 | 0% | 1 | under 10 labels · led by Apollo.io at 76% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 3 | 0 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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.
“Best all-around pick for B2B outbound teams... I'd recommend evaluating Skrapp or Bouncer first” Claude Haiku 4.5 · Email verification · direct prompt · first choice
“Skrapp leads for B2B sales teams, combining lead generation and verification into one platform.” Claude Haiku 4.5 · Email verification · comparative prompt · alternative
“Favikon for discovery and Skrapp for email outreach are cost-effective starting points” Claude Haiku 4.5 · Influencer · direct prompt · alternative
“Skrapp for email outreach, which are cost-effective starting points” Llama 4 Maverick · Influencer · 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.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 10 of the 21 answers that named Skrapp and are not a share of its labels.
Twenty-four of the thirty-four domain citations in answers naming Skrapp 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 Skrapp'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 Skrapp, 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 skrapp.io 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.