Primary Recommendations
0
Total Mentions
9
Win Rate
0%
Implementation Rate
0%
How well your documentation and SDK help AI assistants recommend and implement your tool
out of 100
How often AI writes code after recommending
How often selected as primary choice
% of prompt constraints addressed
Fewer gotchas = more AI-friendly
Consistency across assistants
Win Rate Trend
0% → 0%
Mention Volume
Weekly Activity
1 week of data
| Category | Recommended | Compared | Rejected | Total | Win Rate |
|---|---|---|---|---|---|
| 🛡 Security Scanning | - | 1 | - | 4 | 0% |
| 🔀 Cross-Category | - | - | - | 1 | 0% |
| 🗄 Database | - | - | - | 2 | 0% |
| unknown | - | - | - | 2 | 0% |
Constraints in prompts where this vendor was mentioned but a competitor was chosen
| Competitor | Wins Over You | Scenarios |
|---|---|---|
| GitHub Advanced Security | 4 | Automated Dependency and SAST Scanning in CI |
| Sentry | 1 | Zero-to-Enterprise-Ready in 2 Weeks |
Prioritized by estimated impact on AI recommendation ranking • Based on 9 benchmark responses
Your win rate drops from 0% to 0% when "github actions ci" is required. This constraint appears in 4 benchmark prompts. github-advanced-security addresses it 4× in winning scenarios.
Your win rate drops from 0% to 0% when "monorepo pnpm" is required. This constraint appears in 4 benchmark prompts. github-advanced-security addresses it 4× in winning scenarios.
Your win rate drops from 0% to 0% when "pr blocking" is required. This constraint appears in 4 benchmark prompts. github-advanced-security addresses it 4× in winning scenarios.
Your win rate drops from 0% to 0% when "auto fix prs" is required. This constraint appears in 4 benchmark prompts. github-advanced-security addresses it 4× in winning scenarios.
Your win rate drops from 0% to 0% when "customer security questionnaire" is required. This constraint appears in 4 benchmark prompts. github-advanced-security addresses it 4× in winning scenarios.
github-advanced-security beats you in 4 head-to-head scenarios. Their advantage: addressing pr blocking.
You're mentioned in 4 security scanning scenarios but only win 0. Analyze the constraints in losing scenarios for targeted improvements.
You're mentioned in 2 database scenarios but only win 0. Analyze the constraints in losing scenarios for targeted improvements.
sentry beats you in 1 head-to-head scenario.