Decode vs Draft: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Decode and Draft — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Decode
Entropik Technologies
A human insights platform that uses emotion AI, webcam eye tracking, and predictive models to test creative, products, and experiences before launch.
Key features
- Emotion AI Measurement: Face emotion, voice emotion, and text sentiment analysis reveal how respondents actually feel during a study rather than only what they report in an answer.
- Webcam Eye Gaze Tracking: Real eye tracking runs through a participant's own webcam with zero hardware, producing attention heatmaps that show where people look first and what they miss.
- AI Creative Insights: Neuro AI predicts attention, emotional resonance, brand recall, and conversion impact for ad creative, packaging, OOH, and web layouts before media spend is committed.
- Synthetic Audience: Build reusable synthetic personas and compare how each creative performs persona by persona ahead of fielding a study with real respondents.
- AI Moderator: Runs moderated and unmoderated interviews at scale, then extracts themes, emotions, and supporting evidence from raw interview and video feedback automatically.
- Shopper and Shelf Simulation: Simulates real-world shelf and pack testing with attention heatmaps, shelf visibility analysis, planogram optimization, and purchase-intent prediction.
- UX Research Suite: Prototype testing, unmoderated task studies, usability and wireframe testing, card and tree sorting, and live website and app testing, each enriched with gaze and emotion data.
- Global Respondent Panel: Access to more than 103 million respondents worldwide, or bring your own panel free of charge on any plan.
Best for
- Pre-Flight Ad Testing: Comparing creative variations and messaging options to predict which version earns attention and recall before buying media.
- Packaging and Shelf Decisions: Testing pack designs and planograms in a simulated retail environment to forecast visibility and purchase intent.
- Product Concept Validation: Screening product concepts, storyboards, and innovation ideas for early-stage market fit before committing development resources.
- UX Friction Discovery: Running prototype and usability studies where webcam eye tracking and emotion signals expose confusion users cannot articulate.
- Qualitative Research at Scale: Using the AI Moderator to conduct and synthesize many interviews into structured themes instead of manual transcript coding.
- Brand Tracking and Price Testing: Running recurring consumer studies on brand perception, pricing, and the customer journey across multiple markets.
D
Draft
InnoSage
Local-first, block-based text editor for capturing, editing, searching, and sharing notes with privacy-focused hybrid storage.
Key features
- Block-based Editor: Edit content as modular blocks that can be rearranged, edited, and composed to build structured notes and drafts.
- Hybrid Storage Architecture: Local-first storage model that keeps data in the browser or local workspace by default, with managed remote storage options defined by the service terms.
- Browser Extension Capture: A companion extension that captures web page content and AI-chat outputs directly into the Draft workspace for quick clipping and reuse.
- Privacy-Focused Defaults: Default local storage and privacy-centric policies reduce cloud exposure of user text unless the user opts into remote features.
- Searchable Workspace: Fast search across local content and captured items to quickly locate snippets, notes, and drafts.
- Selective Sharing & Export: Controls to share or export content when the user chooses, enabling private drafting with optional collaboration or distribution.
- Local-first storage: content stored in browser/local workspace by default
- Hybrid Storage architecture combining local storage with optional remote/workspace options
- Block-based text editing interface
- Browser extension for capturing web or AI-chat content into Draft workspace
- Search across stored content
- Share functionality to export or share content when chosen
Best for
- Research Capture: Clip excerpts, quotes, and web content via the browser extension into a local workspace for organized research and reference.
- Drafting and Writing: Compose articles, blog posts, and longform drafts using block-based editing that simplifies rearranging sections.
- Saving AI-Chat Outputs: Store and organize responses from AI chat sessions by capturing them directly into Draft for review and reuse.
- Private Journaling: Maintain personal journals or notes stored locally for privacy-sensitive writing without default cloud exposure.
- Offline-First Note Access: Work on notes and drafts offline with local browser storage, syncing or backing up only when the user opts in.
- Controlled Sharing: Prepare and selectively share documents or export content when collaboration or publication is required.
- Privacy-sensitive note-taking and drafting where local storage is required
- Capturing and archiving snippets from web pages or AI chat sessions via browser extension
- Research and writing workflows that need quick capture, edit, and search locally
- Offline-first editing and content management in the browser