Decode vs DocuSmart AI: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Decode and DocuSmart AI — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Decode

Entropik Technologies

Freemium

A human insights platform that uses emotion AI, webcam eye tracking, and predictive models to test creative, products, and experiences before launch.

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.

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.

DocuSmart

Freemium

DocuSmart AI is an AI-powered document search built for nonprofits, delivering citation-backed answers across Google Drive, OneDrive, and Dropbox.

Cross-Platform Document Search: Search across Google Drive, OneDrive, and Dropbox in a single natural-language query, without migrating files.
Citation-Backed Answers: Every answer links to the specific source document (and passage), so program officers can verify before acting.
Grant Writing Acceleration: Retrieves prior proposals, evaluation reports, and policy language to speed up new grant applications.
Slack Integration: Ask DocuSmart directly from Slack channels or DMs to fit how nonprofit teams already work.
Plain-English Querying: No boolean syntax or filters — staff ask questions the way they'd ask a colleague.
GDPR-Compliant Security: Positioned for EU nonprofits with a security posture aligned to GDPR requirements.
No-Migration Setup: Connect existing cloud storage in place instead of re-uploading or restructuring documents.

Grant Application Drafting: Pull relevant impact metrics, prior narratives, and boilerplate language when writing a new grant.
Program Officer Lookups: Answer 'what did we commit to on this project' or 'what does our policy say' from the fund's own documents.
Onboarding New Staff: Give new hires a searchable, cited entry point into years of scattered organisational documents.
Board and Donor Reporting: Assemble evidence-backed responses to donor questions with citations to source documents.
Cross-Team Knowledge Search: Unify Drive, OneDrive, and Dropbox for organisations that grew across multiple cloud platforms.