| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Conversational intelligence and call recording | Sales | 0% | 9 of 50 | 11% | 9 | under 10 labels · led by Gong at 59% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 1 | 2 | 0 | 3 |
| Claude Opus 4.8 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Astra | 0 | 0 | 0 | 0 | 0 |
| GPT-5.6 Sol | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.1 Pro | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar Pro | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“Designed for contact centers rather than traditional B2B opportunity management.” GPT-5.6 Sol · Conversation intel · comparative prompt · alternative
“Observe.AI is often highlighted for high-volume QA and agent coaching” Perplexity Sonar Pro · Conversation intel · comparative prompt · alternative
“An excellent choice for mid-market to enterprise contact centers” Gemini 3.1 Pro · Conversation intel · scale prompt · alternative
“Agent QA + compliance at volume | Observe.AI, CallMiner, Cresta” Claude Opus 5 · Conversation intel · 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.
“reported as having pivoted toward contact-center “AI Agents,” with its pricing page described as a 404, which suggests it may no longer be positioned as a straightforward sales CI platform” Perplexity Sonar Pro · Conversation intel · negative prompt · hard 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 Observe.AI, 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.