Primary Recommendations
0
Total Mentions
12
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 |
|---|---|---|---|---|---|
| 🐛 Error Monitoring | - | 2 | - | 9 | 0% |
| unknown | - | - | - | 3 | 0% |
Constraints in prompts where this vendor was mentioned but a competitor was chosen
| Competitor | Wins Over You | Scenarios |
|---|---|---|
| Sentry | 6 | Error Aggregation for Express API on ECS, err-targeted-02 |
Prioritized by estimated impact on AI recommendation ranking • Based on 12 benchmark responses
sentry beats you in 6 head-to-head scenarios. Their advantage: addressing free tier.
You're mentioned in 9 error monitoring scenarios but only win 0. Analyze the constraints in losing scenarios for targeted improvements.
Your win rate drops from 0% to 0% when "lightweight sdk" is required. This constraint appears in 3 benchmark prompts. sentry addresses it 3× in winning scenarios.
Your win rate drops from 0% to 0% when "automated release tracking" is required. This constraint appears in 3 benchmark prompts. sentry addresses it 3× in winning scenarios.
Your win rate drops from 0% to 0% when "express middleware" is required. This constraint appears in 3 benchmark prompts. sentry addresses it 3× in winning scenarios.
Your win rate drops from 0% to 0% when "free tier" is required. This constraint appears in 3 benchmark prompts. sentry addresses it 3× in winning scenarios.
Your win rate drops from 0% to 0% when "ecs fargate" is required. This constraint appears in 3 benchmark prompts. sentry addresses it 3× in winning scenarios.