Overview
Add Person To Photo is an AI-powered web tool that lets you seamlessly insert a person into any scene photo. Upload a scene and a portrait, and the AI automatically matches lighting, shadow, perspective, and skin tone to create a natural composite in under two minutes. It's designed for consumers who want to restore family moments, add missing friends to group shots, or create fun edits without any editing experience.
Taste Lab is an open-source CLI tool that reverse-engineers the design taste of any website. It uses a multi-agent pipeline to extract precise design measurements (colors, typography, spacing, radius, shadows) and then infers the design principles and trade-offs behind them. The output is a Design Map (.md) and Taste DNA (.json) that can be fed directly into AI agents like Cursor, Windsurf, or Claude Code.
Feature Comparison
| Feature | Add Person To Photo | Taste Lab |
|---|---|---|
| Primary Function | AI photo compositing | AI design analysis |
| Target User | General consumers | Designers, developers, AI agents |
| Input | Scene photo + portrait (JPG, PNG, HEIC up to 4K) | Any public URL |
| Output | Natural composite image (PNG/JPG) | Design Map (.md) + Taste DNA (.json) |
| AI Capabilities | Lighting/shadow matching, face/body analysis, skin tone adaptation | Multi-agent pipeline: measurement, pattern detection, taste inference, quality gate |
| Ease of Use | No editing experience needed; upload and preview in under 2 minutes | Requires CLI setup (Git clone, Playwright MCP); technical skill needed |
| Privacy | Photos auto-deleted within 7 days; not used for training or shared | No user data stored; only URL is processed |
| Integration | Standalone web tool; no API or agent integration | Designed for AI agents (Cursor, Windsurf, Claude Code, GitHub Copilot, etc.) |
| Trial | Free preview without account; download requires credits | Open source; free to clone and run locally |
| Pricing Model | One-time credit packs (30/150/750 credits) | Free (open source); no pricing mentioned |
Pricing
Add Person To Photo uses a credit-based system with one-time purchases. Credits never expire. The Starter pack ($9.90 for 30 credits) is great for trying the tool on a few photos. The Popular pack ($29.90 for 150 credits) is best for family portraits and group shots. The Pro pack ($49.90 for 750 credits) is ideal for batch composites or frequent use. A free preview is available without an account — you can see the blend before committing to a purchase.
Taste Lab is completely free and open source. There is no pricing or subscription. You simply clone the GitHub repository, install Playwright MCP, and run the /taste command on any URL. All features are available at no cost.
Pros and Cons
Add Person To Photo
Pros:
- Produces highly realistic composites with automatic lighting, shadow, and skin tone matching
- Extremely easy to use — no editing skills required, results in under 2 minutes
- Privacy-focused with auto-deletion of photos within 7 days
- Free preview available without creating an account
- Supports high-resolution images up to 4K
Cons:
- Credit-based pricing can be costly for heavy use (e.g., $49.90 for 750 credits)
- Limited to adding one person per composite; no batch editing or advanced retouching
- No API or integration with other tools; standalone web tool only
Taste Lab
Pros:
- Completely free and open source — no cost to use or modify
- Provides deep, structured design insights (colors, typography, spacing, design principles)
- Designed for AI agent integration (Cursor, Windsurf, Claude Code, etc.)
- Multi-agent pipeline ensures high-quality, reasoned output with trade-off analysis
Cons:
- Requires technical setup (Git, Playwright MCP, CLI) — not beginner-friendly
- Only analyzes web pages; cannot process images or other media
- Output is text-based (JSON/Markdown); no visual preview or interactive design tool
- Limited to design analysis; no creative generation capabilities
Verdict
Choose Add Person To Photo if you need a quick, realistic way to insert a person into a photo for personal memories or fun edits — it's simple, private, and produces stunning results. Choose Taste Lab if you're a designer or developer who wants to reverse-engineer the design system of any website for inspiration or integration into your AI tools — it's free, open source, and provides deep analytical insights. They serve completely different purposes: one is for creative photo compositing, the other for design analysis.