| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| AI visibility and answer engine tracking tools | Marketing | 0% | 25 of 46 | 25% | 4 | under 10 labels · led by Peec AI at 25% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 0 | 1 | 0 | 1 |
| Claude Opus 4.8 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Astra | 0 | 0 | 0 | 0 | 0 |
| GPT-5.6 Sol | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.1 Pro | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar Pro | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Differentiates itself via a flexible credit-based system and massive model variety.” Gemini 3.1 Pro · AI visibility · comparative prompt · alternative
“Focuses on low-cost, straightforward tracking across AI engines” Perplexity Sonar Pro · AI visibility · comparative 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.
“Credit model makes costs and setup less predictable” GPT-5.6 Sol · AI visibility · budget 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 Rankscale, 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.