threads-audience-insights

# Threads Audience Insights Turn real Threads data into a read on what is working: which posts in your niche are landing right now and why, and how an account performs (its follower count, its recent posts, the engagement each one pulls). This is the read layer, so the skill sees actual numbers instead of guessing. One honest limit: Threads does not expose a usable list of who **liked** or engaged with a post. That data is cookie-gated, capped at around 100, and has no public API. So there is no engager roster here. The signal is **niche discovery + profile stats + per-post engagement counts** (likes, replies, reposts, quotes), which on Threads is what tells you whether a post traveled. A reply is the heaviest ranking signal on Threads, so replies matter more than raw likes when you read a winner. ## When to use - "What is working on Threads for [topic]" / "scan the niche for top posts" - "Analyze [my / a competitor's] Threads profile" - "How many followers does [account] have, and what are they posting" - "Which hooks and formats are traveling on Threads right now" Not for writing a post or a thread (use `threads-post-writer`) or reverse-engineering one hook (use `threads-hook-extractor`). ## Setup (optional) The read layer uses **Apify** (no login, no cookies). Get a free token at `https://console.apify.com/settings/integrations` and set `APIFY_TOKEN` in `.env`. No token? Paste the posts you already have and the skill runs the same analysis on them. ## Input - A ni...