Vimeography is great at displaying a curated Vimeo gallery, but galleries hit a wall once the video count climbs past a dozen. Visitors land on the page wanting the segment where you discuss pricing or the lesson on importing CSV files, and they end up scrubbing thumbnails or guessing from short titles. Most leave without watching.

SleekAI maps the vimeography_gallery custom post type, the wp_vimeography_gallery_meta table where the plugin stores per-gallery configuration, and the cached Vimeo API metadata for each video including title, description, duration, and tags. With those in the prompt, the chatbot can recommend the right video by topic, quote its length, and link straight to it instead of returning the visitor to the same grid they were already staring at.

For larger libraries, the gallery's full transcript or description set can be pushed into an OpenAI Files vector store of up to one gigabyte per file. The bot retrieves the most relevant videos by meaning, so a question about cancelling a subscription finds the right tutorial even if the title says billing settings instead.

A video gallery is only as good as a visitor's ability to find the one video they actually need. Vimeography handles the display side well, but the discovery problem grows with every new upload. Past a dozen videos, the average visitor stops browsing and starts hoping the search box is smart, which it usually is not.

A chatbot that reads the cached Vimeo metadata closes that gap. Visitors describe their goal, the bot returns the right title with duration, and the visitor lands on the video instead of bouncing. The same approach unlocks playlist totals for onboarding pages, topic-based discovery for portfolios, and module recommendations for course libraries.

For galleries that have grown past the point where everything fits in a single prompt, the vector retrieval layer keeps recommendations sharp even as the catalog scales. The log of conversations is its own product manager: the topics visitors ask about most are the next videos to record, and the questions the bot cannot answer well are the ones worth captioning or describing more clearly. Discovery stops being a search-box problem and becomes a conversation.