| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Email verification | GTM data and infrastructure | 2% | 10 of 53 | 8% | 39 | accepted challenger |
| CRM data quality and deduplication | Revenue operations | 0% | 26 of 104 | 17% | 6 | under 10 labels · led by Insycle at 34% |
| Data enrichment | GTM data and infrastructure | 0% | 34 of 56 | 25% | 4 | under 10 labels · led by Apollo.io at 70% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 4 | 1 | 1 | 6 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.1 Fast | 0 | 3 | 1 | 0 | 4 |
| Mistral Small | 0 | 4 | 1 | 3 | 8 |
| DeepSeek V4 Flash | 0 | 4 | 1 | 1 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 4 | 0 | 0 | 4 |
| Kimi K2 | 1 | 1 | 2 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 4 | 2 | 0 | 6 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“include Bouncer, ZeroBounce, Kickbox, and NeverBounce” Kimi K2 · Email verification · negative prompt · first choice
“NeverBounce is the strongest pick for bulk list hygiene at scale.” Claude Haiku 4.5 · Email verification · paraphrase prompt · first choice
“NeverBounce (Subscription Model) — Best Predictable Micro-Budget ... Starts at $10/month for 1,000 verifications.” Qwen 3.7 Flash · Email verification · budget prompt · alternative
“validates the email through a dedicated verifier (like ZeroBounce or NeverBounce)” Gemini 3.5 Flash · Enrichment · negative 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.
“they've faced criticism for aggressive billing practices and poor customer service” Mistral Small · CRM data quality · negative prompt · hard negative
“Verdict: Avoid for critical campaigns due to reliability and support issues” Mistral Small · Email verification · negative prompt · hard negative
“NeverBounce charges for unknowns... NeverBounce slowest (~200 min for 10K)” DeepSeek V4 Flash · Email verification · comparative prompt · soft negative
“4. NeverBounce (now owned by ZoomInfo) Why to be cautious:” Mistral Small · Enrichment · 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 21 of the 135 answers that named NeverBounce and are not a share of its labels.
Eighty-six of the eighty-six domain citations in answers naming NeverBounce 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
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 NeverBounce'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 NeverBounce, 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 neverbounce.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.