Draft vs Visiby: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Draft and Visiby — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
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
Visiby
FNA Technology
AI visibility platform that tracks how ChatGPT, Perplexity, Claude, Gemini and AI Overviews cite your brand, and ships fixes.
Key features
- AI Citation Tracking: Continuously samples roughly 50,000 prompts per week across ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews to record where and how a brand is cited.
- Per-Engine Visibility Scoring: Reports a composite AI Visibility score plus share of voice and prompts won or lost, broken out engine by engine so declines can be traced to a specific model.
- Prompts & Citations Explorer: Lets teams open any tracked prompt and read the actual model answer to see which competitor was named and why.
- Brand Entity Analysis: Maps the adjectives each engine associates with your brand versus competitors and suggests reframing plays to change that portrait.
- Competitor Intelligence: Tracks rival citation share on comparison and 'alternatives to' prompts, highlighting categories where a competitor dominates.
- Prioritized Action Plan: Converts findings into P0/P1 recommendations such as schema additions or comparison pages, each with a time estimate and projected score gain.
- Site Audit for AI Parseability: Audits pages for missing entity definitions, structured Q&A data and other signals that prevent models from citing the site correctly.
- White-Label Reporting and API: Higher tiers add white-label client reports, SSO/SAML and API access for agencies managing multiple brands.
Best for
- AI Search Monitoring: Marketing teams track whether ChatGPT and Perplexity recommend their product or a competitor on high-intent category prompts.
- Competitive Benchmarking: Brands quantify how much citation share a named rival is capturing on 'alternatives to' and 'best of' queries.
- Content Prioritization: Content teams decide which pages to write or refresh based on which prompts are currently missed rather than on keyword volume alone.
- Technical AEO Audits: SEO specialists find pages lacking FAQ schema or entity markers that keep answer engines from parsing them.
- Agency Client Reporting: Agencies run pooled prompt tracking across multiple client workspaces and deliver white-label AI visibility reports.
- Executive Reporting: Operators present a weekly digest showing search clicks alongside AI citation share to explain traffic shifts leadership sees.
