Cross-Platform Growth Strategy

An analysis/synthesis tool that extracts both the science of growth on LinkedIn + YouTube + Twitter/X (algorithm mechanics, attention and retention research) and its practice (who grew, and provably how), and turns this into a single cross-platform growth playbook adapted to your brand.

It is built on two legs: reliable research (academic + platform-official sources) and real top-practitioner analysis. Each claim carries an evidence-strength tag (🟢 academic / 🟡 platform-official / 🔴 practitioner-folklore); there are no fabricated studies or citations. It orchestrates existing decoders (twitter-viral-growth-decoder, youtube-creator-deep-analyst, linkedin-apify-fetcher, web-research, scholarly-source-fetcher) — it does not reinvent them.

When to use: When you want "how does LinkedIn/YouTube/Twitter grow," "analyze who grew and how," a "subscriber/follower acquisition strategy," to "read growth research," or a growth playbook adapted to a brand.

Output: A growth playbook in Markdown format — per-platform growth engine, hook/format DNA, lead-capture → funnel bridge, weekly rhythm, and a measure-learn loop. Platform roles are fixed: YouTube is the backbone, LinkedIn feeds, Twitter/X supports. Maker-flex/hype is not copied; only the mechanics are taken, and content is shifted to a "measured case + customer experience + empowerment" position.