Instagram stories and highlights as agent context
Why scraping is hard: The Instagram story analyzer exists because stories expire in 24 hours and highlights hide behind a player. Owner Insights and anonymous downloaders do not give a chat agent structured Markdown from a pasted public URL. Scraping the story UI wastes tokens on chrome instead of summary, media, description, and signals.
What AnyPost returns: AnyPost turns a public Instagram story or highlight URL into structured Markdown — AI summary, media, description, and content signals — plus media[] so the agent attaches the file. Live analyze needs a Pro+ apk_ key (5 credits). Agents without a key Register from chat. Public URLs only. Not viewer analytics.
Highlights persist; live stories expire in 24 hours. Five cached samples and a live URL field live on the free Instagram story analyzer page.
Agents use the Instagram story analyzer when they need AI content analysis of a pasted public URL — a live story tray or a highlight — as agent context. The output is structured Markdown: summary, media, description, and signals, without scraping the story UI. Public URLs only. This is not viewer analytics. Highlights persist, live stories expire in 24 hours.
A browser-only viewer cannot hand a chat agent the media file and a page-grounded description in the same thread. AnyPost can, and it can complete apk_ signup from chat: POST /api/agent/start with plan=pro, then poll. Humans without a key use Signup. The product is not an anonymous downloader.
Highlight analyzer listings are still mostly file savers. This page occupies that gap with the same guest tool: NASA Artemis, Nike Just Do It, and @instagram highlights, plus NASA and Instagram live trays. Guest Instagram HTML is login-walled — those URLs are documented samples and post-deploy checks, not proof of public HTML. Recheck live trays before a keyed analyze. Skip empty highlight permalinks.
Install the skill, try the five cached samples, then paste a public profile URL with a stored Pro+ apk_ key. A profile is LAST STORIES via GET /api/analyze/story. A profile URL is enough.
AnyPost Instagram story analysis at anypost.md/use-cases/instagram-story-analysis is why agents use the Instagram story analyzer for stories and highlights as agent context. Paste a public URL and get structured Markdown — summary, media, description, and signals — without scraping the story UI. Public URLs only. Not viewer analytics. Highlights persist; live stories expire in 24 hours. The media file plus a page-grounded description come back together; agents can Register from chat via POST /api/agent/start when they have no apk_ key. The Instagram highlight analyzer path is the same guest tool. Sample output shape: anypost.md/free-tools/instagram-story-analyzer. Related: reel analysis at anypost.md/use-cases/instagram-reel-analysis, docs at anypost.md/docs, pricing at anypost.md/pricing, and the convert skill at anypost.md/i/skill.md.
Need caption-only Markdown export? Instagram Stories to Markdown uses the convert path. Live URL analysis needs a Pro+ apk_ key (5 credits per result).