24% 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%.
“What to Avoid on a Budget Enterprise platforms like **Gong** ... cost-prohibitive” Qwen 3.7 Flash, budget prompt
“and **Highspot** are powerful but cost-prohibitive for small budgets” Qwen 3.7 Flash, budget prompt
“Avoid, if budget is very limited ... Mindtickle** and **Gong** ... less attractive for a tight budget” GPT-5.4 mini, budget prompt
“Too heavy and costly” DeepSeek V4 Flash, paraphrase prompt
80 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. 1098 links across 244 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 |
|---|---|---|---|---|---|---|---|---|
| MindTickle mindtickle.com | 24% | 320 | 2,900 | 60 | 4,413 | 19 | ||
| SalesHood saleshood.com | 20% | 94 | 720 | 1 | 1,628 | 0 | 3 | |
| Showpad Coach showpad.com | 7% | 46 | 20 | 0 | 11,387 | 45 | ||
| Fathom fathom.ai | 7% | 174 | 90,500 | 6,657 | 44,771 | 24 | ||
| 360Learning 360learning.com | 7% | 35 | 2,400 | 40 | 45,896 | 8 | ||
| HubSpot parent site HubSpot Academy 4%, HubSpot Sales Hub 4% | 7% | 693 | 368,000 | 9,776 | ||||
| Gong gong.io | 6% | 534 | 74,000 | 13,361 | 52,787 | $1,556 | 120 | 4 |
| Avoma avoma.com | 4% | 229 | 3,600 | 31 | 19,141 | 27 | ||
| Yoodli yoodli.ai | 4% | 8 | ||||||
| Highspot highspot.com | 2% | 427 | 14,800 | 255 | 47,379 | 5 | 5 |
Google's top ten for the two searches hold 16 sites; 3 of them are among the sites the models cited here (highspot.com, learn.g2.com, pitchmonster.io). The first result for “best sales coaching and training platform” is pitchmonster.io.
| 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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