| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Customer data platforms | GTM data and infrastructure | 0% | 19 of 35 | 25% | 4 | under 10 labels · led by Hightouch at 42% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 0 | 0 | 0 | 0 |
| Claude Opus 4.8 | 0 | 1 | 1 | 1 | 3 |
| 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.
“If you're a lean marketing team with no engineers: Consider whether you truly need a CDP, or whether a CRM/marketing platform's free tier (e.g., HubSpot) already solves your problem.” Claude Opus 4.8 · CDP · budget prompt · alternative
“stick to the built-in segmentation of tools like Klaviyo or HubSpot” Gemini 3.1 Pro · CDP · 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.
“Trade-off: More of a marketing suite than a true CDP” Claude Opus 4.8 · CDP · paraphrase prompt · soft negative
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 HubSpot, 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.