Avg Setup Time
< 10 min
Deploy to Vercel and connect endpoint
AI DevTool BETA
Prompt analytics that helps teams ship better AI interactions.
PromptWrap tracks prompts, scores responses, and visualizes quality trends so your team can move from prompt guesswork to measurable iteration.
Built for modern AI product workflows, PromptWrap gives teams a unified place to test prompts, inspect model behavior, and align on what good output quality looks like.
Why teams pick PromptWrap
Live scoring pipeline with AI evaluator prompts and clear rationale output.
Chart-first dashboard for spotting quality regressions and token spikes quickly.
Vercel-ready Next.js stack with no auth and no database overhead.
Runtime Footprint
No DB
In-memory analytics session
Experience
DevTool Grade
Built for prompt engineering workflows
Prompt Logging
Capture every prompt and response pair in an instant in-memory timeline.
Quality Scoring
Auto-grade each response with AI evaluator logic and resilient fallbacks.
Token Visibility
Estimate token usage so teams can tune prompt strategy before scaling.
How It Works
A practical loop for prompt quality improvement
Run Prompt
Submit any prompt from the dashboard. PromptWrap executes it through your configured model endpoint.
Score Output
Each response is graded with an AI evaluator and rationale, with resilient fallback logic to keep scoring online.
Track Trends
View charted run history to understand quality movement and token behavior over time.
Release QA for AI Features
Run regression prompts before shipping. Compare quality trends across the latest iterations and catch response drift early.
Prompt Design Review
Use scoring plus rationale to review prompt candidates during sprint planning, and keep decisions tied to measurable output quality.
Cost-Aware Prompt Tuning
Monitor token estimate changes while improving answer quality so teams can optimize for both user outcomes and usage efficiency.
Ready To Try
Start testing prompts in the dashboard now
No auth, no database, just a fast BETA loop for prompt experimentation.