Updates
What's new in Teed
Vision Pipeline V2 & Editor Polish
Photo identification upgraded to a 5-stage pipeline with reverse image search. Fuzzy matching is smarter about false positives, parsed preview chips are dismissible, and "Why I Chose This" now generates 3 options.
Vision pipeline upgraded from 4 to 5 stages — new Cloud Vision web detection stage uses reverse image search to feed brand/product hints to GPT-4o
Validation stage now prefers free web detection images over paid Google Custom Search for reference comparison
Blocked image domain list prevents validation failures from TikTok, Facebook, Reddit, and other CDNs that reject external requests
GPT-4o identification prompt improved — reads text labels exactly as printed, uses web detection hints, and caps confidence when brand is uncertain
Photo-to-bag CLI script — create a complete bag from a single photo with vision pipeline + automatic link finding
Fuzzy brand matching now excludes 40+ common descriptors (espresso, driver, carbon, etc.) that falsely matched to brand names
Fuzzy match confidence lowered from 0.7 to 0.55 — fuzzy-matched brands now display as "Suggested" with dashed amber chips instead of solid green
Parsed preview chips are now dismissible — tap the X to remove a brand, color, or product name the system got wrong
"Why I Chose This" now generates 3 distinct options from different angles — standout feature, personal experience, and collection fit
"Why I Chose This" uses sibling items from the same bag for collection-aware suggestions
Item cards show brand badges, link count indicators, and improved layout in the bag editor
Batch photo selector prefers product links over video links for better image extraction
Bulk link import modal polished with better progress states and error handling
Item history tracking expanded with new migration for richer change audit trails
URL scraping improved with timeout handling and meta tag fallbacks
Previous Releases
New Logo & Visual Identity
Teed has a brand new logo and visual identity, born from a Freelancer contest that attracted 2,635 entries in just 3 days. The rebrand also updates the display name to Teed.club across the entire platform.
- New logo designed through a Freelancer contest with 2,635 entries from designers worldwide
- Two logo variants — circular icon for compact contexts (favicon, nav) and full horizontal lockup with wordmark
- Brand identity updated from "Teed" to "Teed.club" across all pages, metadata, emails, RSS feeds, structured data, and social previews
- +3 more
Massive Brand Dictionary Expansion & Smarter AI Search
Brand dictionary expanded from 680 to 1,467 brands across 48 categories. Fuzzy matching is tighter, AI search no longer hallucinates products from known brands, and video URLs are now handled natively.
- Brand dictionary expanded from 680 to 1,467 brands across 48 categories — golf, tech, audio, photography, automotive, motorcycle, coffee, EDC, fitness, baby, pet, kitchen, and dozens more
- Fuzzy matching tightened to prevent false positives — short brand names now require first-character match (e.g. "golf" no longer matches "Wolf")
- AI product search rewritten to try multiple brand interpretations instead of substituting known brands — searching "Ripper Golf Club Headcover" now treats Ripper as the brand instead of guessing TaylorMade
- +5 more
Full Analytics Dashboard & Creator Stats Expansion
Complete analytics system for admin and creators. Your stats page now shows profile views, social link clicks, follower counts, and bag shares. Per-bag analytics include saves, clones, and shares.
- Creator stats page now shows profile views, social link clicks by platform, follower counts, and total bag shares
- Per-bag analytics now include saves, clones, and shares alongside views and clicks
- Event tracking added to login, signup, and homepage CTA for complete funnel coverage
Sharper Images, Discover Revamp & Cleanup
Product photos are now noticeably sharper across the app. Redesigned Discover page with hot ranking, new admin Beta Manager, and several bug fixes.
- Sharper product images — upgraded Google Image Search to return high-resolution photos and sort results by dimension quality
- Image dimension tracking — uploaded photos now record width and height, with warnings for low-resolution sources
- Raised compression quality floor to prevent visible JPEG artifacts on uploaded photos
- +4 more
Bag Tools Menu & Smart Link Finder
Compressed the bag editor top section into a compact tools menu, reclaiming 500-800px of vertical space on mobile. Plus a new Smart Link Finder for discovering product links.
- Bag Tools menu — all editor tools (Quick Add, Curator AI, Cover Photo, Analytics) collapsed into a centered pill that opens as bottom sheets
- Smart Link Finder — brand-site search with multi-result UI and per-item enrichment
- Cover photo only displays inline when set; empty state moved to tools menu
- +5 more
Smarter Search
Fuzzy matching, color synonyms, and a more intentional search experience. Type what you mean and find what you need.
- Fuzzy matching — misspelled brand names are auto-corrected using Levenshtein distance (e.g., "taylormaid" finds TaylorMade)
- Color synonyms — searching "grey" also matches "gray", "silver", and "charcoal"
- Parsed preview chips — see how the system interprets your search (brand, model, color) before results load
- +1 more
UX Polish & Smarter Identification
Faster, smoother experience with optimistic UI, streamlined signup, smart text parsing for bulk imports, and mobile-friendly bottom sheets.
- Optimistic UI for adding items - items appear instantly while saving in the background
- 2-step signup flow - simpler onboarding with email/password first, then profile details
- Getting Started checklist - dismissible progress tracker guides new users through first steps
- +9 more
Mobile-First & Collections Overhaul
Major mobile experience improvements with dedicated layouts, a rebuilt collections panel that actually works, and smoother editing everywhere.
- Rebuilt Collections panel with full-screen modal that escapes grid constraints
- Shared BagCard component with 4 photo layouts and 3 size options
- Separate mobile and desktop layout editing - changes on one don't affect the other
- +11 more
The Story: Badges, Analytics & Curator Notes
Your timeline now tells a richer story. Earn achievement badges, see enhanced impact analytics, click entries to jump to items, and add curator notes.
- Achievement badges — earn badges displayed on your profile as you hit milestones
- Enhanced impact analytics — richer stats about your reach and engagement
- Profile Story — a visual narrative of your curation journey
- +7 more
Discovery Curation Team
Introducing automated content discovery that finds trending gear across YouTube, TikTok, and RSS feeds, then curates them into polished collections under @teed.
- Beta Scorecard: applicants receive personalized scorecards showing their creator potential
- Opportunity recommendations match applicants to platform features based on their niche
Showcase Mode & Quick Creation
Your profile now feels like a gallery, not a construction site. Paste links anywhere, use keyboard shortcuts, and enjoy a smoother creation flow.
- Showcase Mode: see your profile as visitors see it by default
- Press E to enter/exit edit mode, with floating Edit/Done button
- Paste any link anywhere and choose where it goes (profile, bag, or social)
- +6 more
Rich Context & Organization
Tell the story behind your picks with rich context fields, organize items into sections, and track how your collections evolve.
- Rich item context: explain why you chose something, add specs, compare alternatives
- Bag sections for organizing items into logical groups
- Version history tracks every change to your bags over time
- +4 more
Collections Without Borders
Your collections now work everywhere. Embed them in blogs, export for YouTube descriptions, or subscribe via RSS.
- Embed your collection on any website with one line of code
- Export ready-to-paste formats for YouTube, newsletters, and blogs
- RSS feeds for profiles and bags so followers can subscribe
- +4 more
Profile Blocks System
Completely redesigned profile editing with modular blocks you can drag, resize, and customize.
- Modular profile blocks with 12-column responsive grid layout
- Drag & Edit pill controls on every block for easy rearranging
- Settings panel auto-opens and follows whichever block you click
- +5 more
Mobile Slideshow Experience
TikTok-style fullscreen slideshow for sharing your curations on social media.
- Fullscreen carousel slideshow view optimized for mobile
- Tap navigation - tap left/right sides to move between items
- Viral-ready format with subtle teed watermark for social sharing
- +2 more
ChatGPT Integration & Speed
Ask ChatGPT about your bags with a custom GPT integration. Plus faster bulk imports, better caching, and visual refinements.
- ChatGPT custom GPT — interact with your teed bags and discover gear through ChatGPT
- Product library caches Firecrawl results for instant reuse
- Parallel batch processing makes bulk imports 5x faster
- +4 more
Bulk Link Import & Updates Page
Import multiple product links at once with real-time progress tracking, enhanced Amazon support, and a new Updates page to track what's new.
- Streaming progress UI shows each link as it processes in real-time
- Firecrawl integration for scraping Amazon and other blocked sites
- Updates page — see what's new at /updates with categorized patch notes
- +3 more
Open Signup & Engagement
Teed is now open to everyone. Save bags, follow creators from any bag page, and enjoy context-aware link buttons.
- Open signup — beta gate removed, anyone can create an account and start curating
- Save and bookmark bags directly from the bag view page
- Follow creators from any bag view without navigating to their profile
- +4 more
Advanced Product Identification
Upload photos and let AI identify your products with the new Advanced Product ID System.
- APIS (Advanced Product ID System) for photo-based product identification
- Support for multiple photo uploads in a single session
- Improved AI accuracy for recognizing products from images
Content Ideas System
AI-powered content suggestions and video analysis.
- Content ideas system with AI-generated suggestions for your bags
- Video analysis for extracting product information
- Save items for AI review workflow
- +1 more
Admin Panel
Complete admin dashboard for platform management.
- Full admin dashboard with user management
- Analytics and engagement tracking
- Audit logs for platform activity
Beta System, Polish & Social
Beta gating for controlled rollout, plus cover photo cropping, follower counts, enhanced discovery search, and cleaner UI throughout.
- Beta gating system for controlled rollout
- Cover photo cropping with 16:9 aspect ratio and crop button for existing photos
- Follower and following counts displayed on user profiles
- +7 more
CurAItor Rebrand
Refreshed AI assistant experience.
- AI Assistant Hub with unified CurAItor branding
- Sky color system for AI-related features
- Improved logo visibility on mobile devices
Visual Redesign
Hero images and grid layouts for bag cards.
- Hero + Grid layout for bag cards
- Bag photo as hero display option
- Featured items prioritized in card display
AI Image Search
Custom AI-powered product image finder with interactive preview.
- AI-enhanced custom search for product images
- Batch photo finder with retry logic
- Interactive AI enrichment preview — see what AI found before accepting changes
- +1 more
Core Features Launch
Foundation features for organizing your collections.
- Drag-and-drop item reordering
- Featured/hero items designation
- Follow system with user feed
- +2 more