agency-carousel-growth-engine

Automate daily social media carousels by using Playwright to crawl a target website for brand and feature data, then passing that content to Gemini to generate a 6-slide visual carousel for publishing. The process extracts site elements to ensure the carousel content is factual and aligned with the brand.

Yes, you can publish carousels directly to TikTok and Instagram simultaneously by using the Upload-Post API. This direct publishing approach captures per-post analytics and request IDs, feeding the data back into a learning loop to refine future posts.

Yes, you need Gemini image generation credentials and Playwright for site analysis to automate carousel creation. Additionally, Upload-Post API credentials are required for automated publishing and analytics tracking across your social media accounts.

An automated carousel growth loop improves engagement by storing best hooks, posting times, and winning visual styles in a persistent learnings.json file. This data is used to schedule and automatically refine future carousels based on measured performance metrics.

The best way to turn a product landing page into a viral TikTok carousel is automating the extraction of features and testimonials, then generating a 9:16 6-slide visual sequence. This approach A/B tests hooks and refines visuals based on measured engagement data.

A limitation of using Playwright for carousel research is its dependency on the target website's structure for extracting brand elements and pricing data. If the site relies heavily on dynamic JavaScript rendering, the extracted content may require additional processing to ensure factual accuracy.