Primary Recommendations
2
Total Mentions
14
Win Rate
14%
Implementation Rate
100%
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
14% → 14%
Mention Volume
Weekly Activity
1 week of data
| Category | Recommended | Compared | Rejected | Total | Win Rate |
|---|---|---|---|---|---|
| 🚩 Feature Flags | 2 | - | 1 | 14 | 14% |
Constraints in prompts where this vendor was mentioned but a competitor was chosen
| Competitor | Wins Over You | Scenarios |
|---|---|---|
| Unleash | 1 | Zero-Budget Feature Flags for Seed Startup |
not the others:** - **PostHog**: Great product, but the full stack (Clickhouse) is heavy to self-host. Hosted free tier works but it's an analytics platform first
not the others:** - **PostHog**: Great product, but the full stack (Clickhouse) is heavy to self-host. Hosted free tier works but it's an analytics platform first
Prioritized by estimated impact on AI recommendation ranking • Based on 14 benchmark responses
You're mentioned in 14 feature flags scenarios but only win 2. Analyze the constraints in losing scenarios for targeted improvements.
Only recommended on claude_code (2×). codex_cli and cursor are not recommending you — improve discoverability through documentation, npm package naming, and example code.
unleash beats you in 1 head-to-head scenario.