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Changelog

New features, improvements, and fixes — in reverse chronological order.

  1. Beta

    Google Drive Sync

    Connect your Google Drive and Daryl will automatically ingest, analyze, and index your assets as they arrive — no manual uploads required.

    • OAuth-based Drive connection from the brand settings page
    • Folder-level sync with configurable include/exclude rules
    • Incremental sync picks up new files within minutes of upload
    • Full V5 analysis runs automatically on every imported asset

    Currently in beta. Enable it under Settings → Integrations → Google Drive.

  2. New feature

    Post Intelligence

    Write a social post, get the right asset — every time. Post Intelligence analyzes your copy and surfaces brand-matched assets using four AI lenses running in parallel.

    • Brand Lens — scores how well each asset reflects your brand archetype and personality
    • Audience Match — checks audience archetypes against asset visual cues
    • Mood Alignment — matches the emotional register of your post to asset energy
    • Platform Fit — surfaces assets that perform on the platform you're posting to

    Results stream in real time so you see progress as each lens completes. When no strong match exists, Daryl tells you exactly what's missing from your library.

  3. Improvement

    SmartSearch V3

    Search is now significantly faster and more accurate. V3 overhauls the full search pipeline with better query understanding and a two-stage retrieval model.

    • Query expansion generates semantically richer vectors before hitting Pinecone, improving recall on short or abstract queries
    • Cohere reranking narrows the candidate pool before results are returned, cutting noise from the top of the results list
    • hybrid mode now blends semantic and visual signals automatically when the query contains both descriptive and compositional terms
    • Average search latency reduced by ~35% vs V2 through parallel pipeline execution
  4. Improvement

    V5 Analysis Pipeline

    A complete rework of how Daryl understands your assets. V5 goes beyond visual tags to build a full brand-intelligence layer on every image.

    • Brand archetype detection — identifies which of 12 brand archetypes an asset embodies most strongly
    • Platform fit scores — per-platform scroll-stop, authenticity, and native-fit scores for Instagram, Pinterest, LinkedIn, TikTok, and Facebook
    • Emotional register & energy level — nuanced mood analysis beyond simple positive/negative sentiment
    • Funnel stage fit — classifies assets as awareness, consideration, or conversion-optimized
    • Copy suggestions — a short, brand-aware caption seed generated for each asset

    All existing assets in your library have been re-analyzed with V5. The new fields are surfaced in search results and the asset detail view.