Primary Recommendations
0
Total Mentions
13
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 | - | 4 | - | 10 | 0% |
| unknown | - | - | - | 3 | 0% |
Constraints in prompts where this vendor was mentioned but a competitor was chosen
| Competitor | Wins Over You | Scenarios |
|---|---|---|
| Sentry | 8 | Error Aggregation for Express API on ECS, err-targeted-02, Error Tracking for Next.js App Router |
Prioritized by estimated impact on AI recommendation ranking • Based on 13 benchmark responses
sentry beats you in 8 head-to-head scenarios. Their advantage: addressing free tier, source maps, session replay.
You're mentioned in 10 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.
Your win rate drops from 0% to 0% when "nextjs app router" is required. This constraint appears in 2 benchmark prompts. sentry addresses it 2× in winning scenarios.
Your win rate drops from 0% to 0% when "source maps" is required. This constraint appears in 2 benchmark prompts. sentry addresses it 2× in winning scenarios.
Your win rate drops from 0% to 0% when "session replay" is required. This constraint appears in 2 benchmark prompts. sentry addresses it 2× in winning scenarios.
Your win rate drops from 0% to 0% when "slack pagerduty alerts" is required. This constraint appears in 2 benchmark prompts. sentry addresses it 2× in winning scenarios.
Your win rate drops from 0% to 0% when "budget 30mo" is required. This constraint appears in 2 benchmark prompts. sentry addresses it 2× in winning scenarios.