Changelog

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 checks for new files in connected folders
• Supported imported assets enter the analysis workflow

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

Bring a social post and get ranked asset recommendations with visible reasoning. Post Intelligence analyzes your copy and evaluates likely matches through four 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 — considers visual suitability for the intended platform

Results stream in real time so you see progress as each lens completes. When no strong match exists, the result can identify gaps to inspect in the library.

V3 updates the 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
• Parallel pipeline execution reduces avoidable waiting across the retrieval stages

A complete rework of how Daryl understands your assets. V5 goes beyond visual tags to create a more useful creative and brand-aware read of every analyzed 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 estimates for Instagram, Pinterest, LinkedIn, TikTok, and Facebook. These are modeled suitability signals, not measured engagement or conversion results.
• Emotional register & energy level — nuanced mood analysis beyond simple positive/negative sentiment
• Funnel stage fit — classifies assets as awareness, consideration, or conversion-oriented
• Copy suggestions — a short, brand-aware caption seed generated for each asset

V5 fields are shown on analyzed assets in search results and the asset detail view. Older assets may need analysis before those fields are available.