| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Sales engagement platforms | Sales | 26% | 2 of 32 | 15% | 33 | accepted challenger |
| B2B intent data providers | Sales | 25% | 2 of 40 | 30% | 10 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 2 | 3 | 0 | 2 | 7 |
| Claude Opus 4.8 | 1 | 3 | 1 | 1 | 6 |
| GPT-6 Astra | 2 | 4 | 0 | 2 | 8 |
| GPT-5.6 Sol | 2 | 4 | 0 | 1 | 7 |
| Gemini 3.1 Pro | 5 | 3 | 0 | 2 | 10 |
| Perplexity Sonar Pro | 2 | 2 | 1 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“the best B2B intent data provider is usually Apollo.io because it bundles basic intent signals with contact data and outbound tools at a low entry price” Perplexity Sonar Pro · Intent data · budget prompt · first choice
“Apollo.io: Best All-in-One & Highest Value ... It is highly cost-effective and deploys incredibly fast.” Gemini 3.1 Pro · Sales engagement · direct prompt · first choice
“For startups and budget-conscious teams, Apollo.io is widely considered the best all-around choice.” Gemini 3.1 Pro · Sales engagement · budget prompt · first choice
“1. Apollo.io (for your core SDR outbound, contact data, and top-of-funnel Bombora-powered intent)” Gemini 3.1 Pro · Intent data · paraphrase prompt · first choice
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.
“Apollo has drawn frequent criticism here) make it easy to sign up but harder to downgrade or cancel, with auto-renewing annual contracts” Claude Opus 4.8 · Sales engagement · negative prompt · soft negative
“Apollo has faced a class action alleging that despite failing to obtain proper consent from individuals in its database” Claude Opus 5 · Sales engagement · negative prompt · soft negative
“If your prospecting volume fluctuates or you’re still experimenting. Credits expire without rollover.” GPT-6 Astra · Sales engagement · negative prompt · soft negative
“Why to be cautious: A history of massive data leaks and questionable "customer data sharing" models.” Gemini 3.1 Pro · Intent data · 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 Apollo.io, 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.