AI Image Recognition

Dotient

Dotient is a local-first visual search tool that uses AI to index and find files based on visual content, all offline.

What is Dotient?

Dotient is a desktop application that indexes your files using a quantized vision model, enabling you to search by describing visual content rather than filenames. It operates locally, ensuring your files never leave your machine.

Dotient vs Similar AI Tools

Pricing ModelPaidPaidFree, FreemiumFree, Freemium
Free Credits
Key Features
  • Visual search using natural language descriptions
  • Node graph visualization showing file similarity
  • Cubbies for grouping and annotating related files
  • Auto-Drop: Archives desktop screenshots and renames them via on-device OCR.
  • Smart Eject: Detects mounted DMGs, ejects the disk, and cleans up the installer.
  • Flow Rules: Sorts Downloads into folders by file type with user-defined rules.
  • On-screen AI overlay for instant understanding
  • Handwriting recognition and decoding
  • Contextual chat for clarifications
  • AI receipt scanning – extracts every line item from a photo
  • Tap-to-assign – quickly assign items to people at the table
  • Smart tax & tip – proportional distribution of tax and tip
Pros
  • Local-first privacy, files never uploaded
  • One-time payment, no subscription
  • Affordable one-time price with lifetime updates.
  • AI-powered OCR for automatic screenshot renaming.
  • Decodes messy handwriting and formulas accurately
  • Works on any screen without leaving the current tab
  • No app install or signup required to start splitting
  • AI accurately extracts items, tax, and tip from photos
Cons
  • Limited to 3 computers per license
  • Requires local storage for indexed files
  • Requires macOS 14 or later.
  • Only handles specific file types (screenshots, DMGs, downloads).
  • Limited to 5 AI scans per day on free tier
  • Requires Chrome browser and extension installation
  • AI scan credits limited on free plan after initial 5
  • Requires Google sign-in for saving receipts and sharing live links
Best For
  • Photographers and videographers
  • Designers and art directors
  • Mac users seeking a hassle-free file organization tool.
  • Users who take many screenshots and want them renamed by content.
  • Students
  • Researchers
  • Groups dining out who want to split bills quickly and fairly
  • People who frequently eat in groups and hate mental math

How to use Dotient?

  1. 1Download and install Dotient on your computer.
  2. 2Drop any file into the app to import it.
  3. 3Wait for AI to index and embed your files.
  4. 4Use natural language to search for files by visual description.
  5. 5Optionally organize files into Cubbies or fine-tune search with Signals.

Dotient Key Features

  • Visual search using natural language descriptions
  • Node graph visualization showing file similarity
  • Cubbies for grouping and annotating related files
  • Signal tuning to customize search results
  • Fully offline and local-first, files never leave your device

Dotient Use Cases

  • Photographers finding shots from thousands of folders without manual tagging
  • Designers organizing reference images and mood boards
  • Anyone searching personal photo libraries by visual content

Dotient Pricing & Free Credits

Dotient currently operates on a Paid model.

Standard

$5

One-time purchase. Includes all features, use on up to 3 computers, works fully offline, all future updates free, priority support.

Dotient Pros & Cons

Pros

  • Local-first privacy, files never uploaded
  • One-time payment, no subscription
  • Visual search based on content, not filenames
  • All future updates included

Cons

  • Limited to 3 computers per license
  • Requires local storage for indexed files

What is Dotient best for?

  • Photographers and videographers
  • Designers and art directors
  • Anyone with large unorganized photo collections

Dotient FAQ

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