| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Email marketing platforms conflict disclosed | Marketing | 0% | 35 of 36 | 100% | 2 | under 10 labels · led by HubSpot Marketing Hub at 67% |
| Marketing automation and campaign management conflict disclosed | Marketing | 0% | 15 of 23 | 100% | 1 | under 10 labels · led by HubSpot Marketing Hub at 64% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 1 | 1 |
| Perplexity Sonar Pro | 0 | 0 | 0 | 2 | 2 |
Verbatim evidence the judge attached to positive labels.
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.
“Verdict: Avoid if you prioritize cutting-edge design, intuitive automation builders” Gemini 3.1 Pro · Email marketing · negative prompt · hard negative
“Also appears in the same "avoid" bucket in some comparisons” Perplexity Sonar Pro · Email marketing · negative prompt · hard negative
“fine for newsletters and simple drips, but are inadequate for serious B2B marketing automation” Perplexity Sonar Pro · Marketing automation · negative 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 AWeber, 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.