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Features

Smart tagging for every kind of photo library.

35+ structured fields per photo. The analyzer adapts to your industry. Search what's actually IN every shot. Built for teams moving thousands of images, not curating dozens.

Vertical-aware analyzer

Adapts to your industry.

The analyzer reads each photo with your business in mind. A wedding photo gets ceremony-moment tags. A real estate listing gets room-type and selling features. A restaurant photo identifies dishes by name. Same upload pipeline, smarter output.

Man and woman cooking together in bright kitchen, man holding cutting board while woman stirs red pot
Real estate listings

Knows the room, the features, and the staging.

Identifies room type, calls out selling features in plain English (quartz counters, walk-in shower, mature landscaping), and tags whether the space is staged, vacant, or lived in.

  • Room type
  • Selling features
  • Staging
Close-up of wedding reception table with pink and green floral centerpiece in glass vase, blue gingham napkins, and place settings
Weddings

Knows the moment, the party, and the florals.

Identifies the wedding moment (getting ready, first look, ceremony, first dance, send-off) so you can pull every first dance shot in seconds. Tags wedding-party composition and named floral elements.

  • Ceremony moment
  • Wedding party
  • Florals + decor
Overhead view of colorful Buddha bowl with seasoned tofu cubes, fresh vegetables, and soft-boiled eggs
Restaurants & bars

Identifies dishes by name. Tags by menu category.

Reads food and drink down to the dish (spiced tofu Buddha bowl, double smash burger), classifies the menu category (appetizer / entree / cocktail / brunch), and surfaces service-moment tags for editorial filtering.

  • Food / drink items
  • Menu category
A guest holds up a burger with sweet potato fries — example of a hospitality-sports photo from the Grails Miami workspace
Sports bars & lounges

Recognizes jerseys, teams, and what's on TV.

Picks up team jerseys worn by guests, identifies the sport and event playing on the screens, and flags team merch and sponsor signage. Pull every photo from your Knicks watch party in one search.

  • Jerseys + teams
  • Sport on TV
  • Crowd reactions
Red knit Nike Flyknit running shoe with white swoosh and pink midsole on red background
E-commerce & DTC

Classifies the shot style. Calls out selling features.

Detects whether it's an on-white cutout, flat-lay, on-model lifestyle, packaging, or detail shot. Picks the product category, identifies brand and product names visible, and extracts selling features from the frame.

  • Photo style
  • Product category
  • Selling features
Silver and black 2024 Ford Mustang Shelby facing camera on empty parking lot with overcast sky
Automotive listings

Names the make, model, and shot angle.

Identifies the vehicle (down to make / model / year when visible), tags the exterior shot angle (front three-quarter, side, rear) or interior view (dashboard, cargo, infotainment), and surfaces feature callouts like sunroof or alloy wheels.

  • Make / model / year
  • Shot angle
  • Feature callouts

Don't see your industry? Universal mode covers everything else, from lifestyle and editorial to travel, fitness, and events. Adding a new vertical takes a day.

AI vision

35+ structured fields, every photo.

Anthropic's Claude vision model writes a complete editorial analysis of every image: not a flat list of nouns, but a structured object you can ship into a CMS, filter on, or feed into another model.

Summary

  • SEO filename — hyphenated, lowercase, ready to rename
  • Alt text — CMS-ready accessibility caption
  • Focal subject — what the eye lands on first
  • Long description — full editorial paragraph

Scene + atmosphere

  • Scene type, lighting, time of day
  • Mood + visual temperature
  • Shot type + orientation
  • Background cleanliness, negative space, season cues

People + activity

  • People count + identifiable faces
  • Engagement with camera (posed / candid / mixed)
  • Activities visible in the frame

Tags + editorial fit

  • Subject tags + SEO keywords
  • Branded items + visible text (OCR)
  • Editorial fit (hero / lifestyle / detail / avoid)

Color + composition

  • Dominant colors as named swatches
  • Crop-friendliness for square / 16:9 export
  • Marketing-graphic detection (filters promo cards out by default)

Safety + compliance

  • Minors visible flag — pre-filter for marketing use
  • Alcohol-prominent flag
  • Privacy concerns — license plates, address numbers

Drop a photo on the homepage demo and see the actual output for an image of your choice. No signup.

A search bar with a query returning three matching photos with rich AI-generated tag chips
Full-text search

Type a vibe. Get the photo.

Type a few words and the right photos appear instantly, even on a library of a hundred thousand images. Exact phrases, boolean combinations, partial words, all just work.

  • Natural-language queries (“couple at sunset”)
  • Phrase and boolean operators ("sneaker wall", jersey OR scarf)
  • Prefix wildcards (brun* matches brunch and brunette)
  • Filter by scene, mood, focal subject, editorial fit, or any vertical-specific field
  • Cross-collection global search across your whole catalog
Shareable galleries

Send clients a search box, not a Dropbox link.

Filter your catalog to exactly what's relevant, generate a private URL, and send it to a client. They get a branded gallery with search, favorites, and notes. No account, no friction.

  • Password-protected or open links
  • Clients favorite and leave notes per photo
  • Email digest of new favorites and notes
  • Optional custom domain (Business plan)
  • Workspace branding (logo, accent color)
  • Audit trail of every viewer interaction
A phone displaying a shareable Tagrly gallery with search and favorites
Plus

Built for teams that ship.

Human edits stick

Correct a focal subject or add a user tag, future re-analysis honors your edits.

Collections

Group photos into named collections (campaigns, events, clients) for fast workflow access.

Bulk actions

Tag, hide, move, or rename hundreds of photos in one click. Push selections to your CMS.

Cloudflare CDN delivery

Every photo served from Cloudflare's edge with on-the-fly AVIF / WebP resizing. Hot-link straight from blog or CMS.

Drive & Dropbox sync

Connect a folder and Tagrly scans, tags, and stores a safe CDN-hosted copy of every photo automatically.

Multi-workspace

Run unrelated brands or clients side-by-side with per-workspace branding, sources, vertical, and access.

All this. Free to try.

Tag the first 100 photos in any folder free. No credit card.