| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| SEO and content optimization platforms | Marketing | 0% | 14 of 45 | 0% | 9 | under 10 labels |
| B2B intent data providers | Sales | 0% | 31 of 40 | 0% | 1 | under 10 labels |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 2 | 1 | 0 | 3 |
| Claude Opus 4.8 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Astra | 0 | 1 | 0 | 0 | 1 |
| GPT-5.6 Sol | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.1 Pro | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar Pro | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Google Search Console is a free, essential tool for monitoring your website's presence in Google search results.” Claude Opus 4.8 · SEO · budget prompt · alternative
“Search Console is the single most valuable SEO data source you have, and it's free.” Claude Opus 5 · SEO · budget prompt · alternative
“start with Google Search Console and a conventional research platform” GPT-5.6 Sol · SEO · negative prompt · alternative
“Start with GSC regardless of budget — it's the ground truth.” Claude Opus 5 · SEO · 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.
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 Google Search Console, 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.