Vendor Observatory

Revealed Preference

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Home/Vendor Intel/Convex

Convex

convex.dev🗄 Database
ProfileAI-ReadinessTrendCategoriesConstraintsCompetitiveScenariosRecommendations

Recommendation Profile

Primary Recommendations

0

Total Mentions

8

Win Rate

0%

Implementation Rate

0%

AI-Readiness Score

How well your documentation and SDK help AI assistants recommend and implement your tool

15
Grade: F

out of 100

Implementation Rate(30%)0/100

How often AI writes code after recommending

Win Rate(20%)0/100

How often selected as primary choice

Constraint Coverage(20%)0/100

% of prompt constraints addressed

Gotcha Avoidance(15%)100/100

Fewer gotchas = more AI-friendly

Cross-Platform(15%)0/100

Consistency across assistants

Trend

Win Rate Trend

→+0%

0% → 0%

Mention Volume

8(+0 vs prior)

Weekly Activity

1 week of data

Category Breakdown

CategoryRecommendedComparedRejectedTotalWin Rate
🗄 Database---70%
unknown---10%

Constraint Scorecard

✗ Constraints When Vendor Lost

Constraints in prompts where this vendor was mentioned but a competitor was chosen

realtime websockets7×
multi tenant rls7×
audit logs7×
us data residency7×
sql data model7×

Competitive Landscape

CompetitorWins Over YouScenarios
Supabase1Realtime Subscriptions for Collaborative Editor

Head-to-Head: Convex vs Supabase

Convex: 0 wins
Supabase: 1 win
Ties: 7
Realtime Subscriptions for Collaborative Editor→ Supabase
Realtime Subscriptions for Collaborative Editor
Realtime Subscriptions for Collaborative Editor
Realtime Subscriptions for Collaborative Editor
Realtime Subscriptions for Collaborative Editor
Realtime Subscriptions for Collaborative Editor
Realtime Subscriptions for Collaborative Editor
db-open-03

✗ Scenarios Lost (1)

Realtime Subscriptions for Collaborative Editor→ lost to Supabase

🎯 Actionable Recommendations

Prioritized by estimated impact on AI recommendation ranking • Based on 8 benchmark responses

P3

Improve 0% win rate in database

MEDIUM

You're mentioned in 7 database scenarios but only win 0. Analyze the constraints in losing scenarios for targeted improvements.

P3

Close gap with supabase (1 loss)

MEDIUM

supabase beats you in 1 head-to-head scenario.

Evidence
Realtime Subscriptions for Collaborative Editor
vs Supabase