| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| B2B intent data providers | Sales | 8% | 4 of 40 | 0% | 5 | under 10 labels |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 2 | 2 | 0 | 0 | 4 |
| Claude Opus 4.8 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Astra | 0 | 0 | 0 | 0 | 0 |
| GPT-5.6 Sol | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.1 Pro | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar Pro | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Deploy Factors.ai or Warmly (~$10–20K) for 90 days. Website de-anonymization is your highest-precision signal” Claude Opus 5 · Intent data · direct prompt · first choice
“RB2B or Warmly for first-party + Clay for signal enrichment, total under ~$1k/month” Claude Opus 5 · Intent data · budget prompt · first choice
“Choose RB2B, Warmly, or Lift AI if you want to aggressively capture and convert the anonymous traffic” Gemini 3.1 Pro · Intent data · comparative prompt · alternative
“First-party visitor identification, real-time | ~$10K–$20K” Claude Opus 5 · Intent data · paraphrase 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.
Claiming is free and changes nothing in the data. A claimed page gets a verified contact who is told when each edition publishes; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Warmly, applied by version and listed in the change log; and a logo and one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or quadrants, any preview, or any say over which quotes appear. Sponsorship is separate: a sponsor funds categories or buyer dimensions and is named on what it funded, and the rules are the same for every sponsor.