31% 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 I'd Avoid or Pause On ... **Spinify** | Recently moved upmarket: now requires **15-user minimum + annual contracts**” Kimi K2, paraphrase prompt
“What to Avoid on a Budget - **Ambition** (~$45/user/month) — Powerful but pricey” Kimi K2, budget prompt
“Be cautious if your CRM data is messy or delayed, because its strong visualization and contest features still depend on **clean CRM data**” Perplexity Sonar, negative prompt
“Most universally flagged platforms to avoid: Hoopla (dated tech, Salesforce-lock-in)” DeepSeek V4 Flash, negative 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. 1017 links across 143 sites, every framing counted. Ranked by the number of answers carrying the site or page.
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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Spinify spinify.com | 31% | 203 | 720 | 4 | 2,417 | 2 | 3 |
| Ambition ambition.com | 19% | 184 | 135,000 | 7,817 | 23,985 | ||
| SalesScreen salesscreen.com | 15% | 161 | 720 | 2 | 2,593 | 3 | 4 |
| Pointagram pointagram.com | 10% | 47 | 70 | 0 | 39 | 0 | |
| Gamifier gamifier.co | 6% | 8 | 20 | 634 | 28 | ||
| Sales Gamification salesgamification.io Sales Gamification 2%, Sales Gamification.io 2% | 4% | 7 | |||||
| OneUp Sales | 2% | 30 | 2 | ||||
| Arcade arcade.software | 2% | 143 | 450,000 | 114,356 | 207,239 | 8 | |
| Leaderboarded leaderboarded.com | 2% | 26 | 33,100 | 4,525 | 41,689 | 2 | |
| Grit Board | 2% |
Google's top ten for the two searches hold 9 sites; 2 of them are among the sites the models cited here (g2.com, spinify.com). The first result for “best sales gamification platform” is reddit.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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