AI-Era LeaderboardTalent Assessment and Pre-Employment Testing Platforms
Who's winning in the AI Era? Using millions of data points, we've analyzed 59 vendors across two dimensions: AI Product Leadership and AI GTM Leadership.
59
Vendors Tracked
9,723
AI Citations
3.4
Vertical AI Readiness
Struggling
Who's Winning
The leaders across GTM, product, and overall AI-Era performance
GTM Leader
Criteria Corp
AI GTM LeaderProduct Leader
HireVue
AI-Era LeaderAI-Era Leader
HireVue
AI-Era LeaderAI-Era Position Matrix
59 vendors plotted by AI GTM Leadership and AI Product Leadership.
GTM Leaderboard
Who's winning the go-to-market game in the AI Era
| # | Vendor | GTM Score | Citation Share | Coverage | Perplexity | AI Overviews |
|---|---|---|---|---|---|---|
| 1 | Criteria Corp | 93.4 | 31.4% | 5.2% | 84% | 16% |
| 2 | HireVue | 88.6 | 10.0% | 2.3% | 82% | 18% |
| 3 | SHL | 87.2 | 17.3% | 3.8% | 91% | 9% |
| 4 | TestGorilla | 80.5 | 4.0% | 0.9% | 94% | 6% |
| 5 | Willo | 78.8 | 2.3% | 0.9% | 85% | 15% |
| 6 | Xobin | 77.4 | 1.9% | 1.0% | 89% | 11% |
| 7 | Aptitude-Test.com | 76.3 | 1.9% | 0.8% | 80% | 20% |
| 8 | Harver | 75.2 | 2.6% | 0.4% | 97% | 3% |
| 9 | iMocha | 74.9 | 1.8% | 0.8% | 96% | 4% |
| 10 | The Predictive Index | 73.0 | 1.6% | 0.6% | 91% | 9% |
AEO Leaderboard
Pure citation performance across AI answer engines
| # | Vendor | Citation Share | Coverage | Perplexity | AI Overviews | AEO Score |
|---|---|---|---|---|---|---|
| 1 | Criteria Corp | 31.4% | 5.2% | 84% | 16% | 95.1 |
| 2 | SHL | 17.3% | 3.8% | 91% | 9% | 91.7 |
| 3 | HireVue | 10.0% | 2.3% | 82% | 18% | 89.6 |
| 4 | TestGorilla | 4.0% | 0.9% | 94% | 6% | 84.2 |
| 5 | Harver | 2.6% | 0.4% | 97% | 3% | 79.2 |
| 6 | Willo | 2.3% | 0.9% | 85% | 15% | 82.1 |
| 7 | Aptitude-Test.com | 1.9% | 0.8% | 80% | 20% | 79.9 |
| 8 | Xobin | 1.9% | 1.0% | 89% | 11% | 80.2 |
| 9 | iMocha | 1.8% | 0.8% | 96% | 4% | 77.7 |
| 10 | The Predictive Index | 1.6% | 0.6% | 91% | 9% | 76.0 |
Product Leaderboard
AI product capabilities — who's building real AI vs. marketing it
| # | Vendor | Product Score | AI Tier | Depth | Features | Last Ship | Confidence |
|---|---|---|---|---|---|---|---|
| 1 | HireVue | 98.5 | Native | Platform | 10 | 2026-03-10 | high |
| 2 | Qualified | 95.7 | Native | Platform | 8 | 2026-04-01 | high |
| 3 | ThinkExam | 93.2 | Native | Platform | 10 | 2025-11 | high |
| 4 | AptaHire | 91.5 | Native | Platform | 12 | 2025-09 | high |
| 5 | InterWiz | 90.8 | Native | Platform | 10 | 2025-08 | high |
| 6 | Talview | 90.2 | Native | Platform | 8 | 2025-12 | high |
| 7 | Xobin | 89.8 | Native | Platform | 10 | 2025-06-13 | high |
| 8 | CrossChq | 89.8 | Native | Platform | 8 | 2025-11-18 | high |
| 9 | Cangrade | 88.3 | Native | Platform | 8 | 2025-10 | high |
| 10 | Paradox | 86.8 | Native | Platform | 8 | 2025-08 | high |
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How AI answer engines distribute citations across this vertical
Vendor vs. Vendor
How citation share is distributed among tracked vendors
AI Product Intelligence
How each vendor stacks up on real AI capabilities vs. marketing claims
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Messaging vs. Reality
Are vendors walking the talk? Product reality vs. marketing claims.