22% of first choices, contested.
The floor is 12 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. How the floor is measured
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
“Labeled overpriced ($250/user/mo min. 3 users). Frequent reports of bugs, dropped calls, and poor audio quality” Grok 4.20, negative prompt
“"What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral"” Muse Glimmer 30B, negative prompt
“Often called "overpriced legacy tech." Complaints include outdated interface, glitchy calling” Grok 4.20, negative prompt
“Avoid premium options like PhoneBurner ($140/user/month)” DeepSeek V4 Flash, budget prompt
77 of 84 answers in this category came back with a source list, from 14 of 6 models: citations where the model returns them, or the search results it consulted. 1016 links across 196 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 36 answers across every segment cited this index's own page for the category.
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| CloudTalk cloudtalk.io | 22% | 358 | 2,900 | 62 | 95,515 | $1,909 | 119 | 3 |
| JustCall justcall.io | 12% | 153 | 8,100 | 178 | 587,743 | $127 | 120 | 1 |
| Kixie PowerCall kixie.com | 10% | 73 | 390 | 2 | 22,926 | 6 | ||
| Orum orum.com | 8% | 72 | 6,600 | 168 | 3,655 | 3 | ||
| Aloware aloware.com Aloware 6%, Aloware Power Dialer 2% | 8% | 47 | 2,900 | 13 | 27,544 | $442 | 24 | 1 |
| KrispCall krispcall.com | 6% | 15 | ||||||
| Nooks nooks.ai | 4% | 54 | 110,000 | 20,242 | 36,674 | 78 | 4 | |
| PhoneBurner phoneburner.com | 4% | 68 | 1,900 | 28 | 10,321 | 16 | ||
| HubSpot parent site HubSpot Sales Hub 4% | 4% | 693 | 368,000 | 9,776 | ||||
| Allo withallo.com | 4% | 16 | 27,100 | 2,116 | 408,256 | $5,051 | 42 |
Google's top ten for the two searches hold 15 sites; 5 of them are among the sites the models cited here (aloware.com, close.com, cloudtalk.io, justcall.io, retellai.com). The first result for “best sales dialer” is aloware.com.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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