Graph API
Working with the Instagram Graph API — endpoints, permissions, token management, and the technical details behind comment-to-DM automation, media insights, and account management.
- Compliance10 min readJul 6, 2026
What "Meta-Compliant" Actually Means for an Instagram Automation Tool — From a Founder Whose Own Account Got Banned
Everyone claims to be Meta-approved. Here's what compliance actually involves behind the scenes — App Review, webhook signature verification, the 24-hour window, rate budgets, deprecation tracking, daily audits — written by a founder whose own 16K account was permanently disabled.
Read post - DM Automation7 min readJun 23, 2026
Instagram Automation Without Getting Banned — What Actually Matters (2026)
Most Instagram automation tools still rely on scraping or aggressive sending patterns that get accounts flagged. Here's the four-layer approach that avoids bans — official API, human-paced sending, message variation, and rate limiting.
Read post - DM Automation7 min readJun 4, 2026
Facebook Page Comment Automation (2026) — Setup & Limits
Facebook page reach has collapsed to 1–2%, but comment-to-Messenger still works for local services, B2B, and ad operators. The 2026 setup, limits, and when to skip it.
Read post - DM Automation7 min readJun 4, 2026
How to Auto-Reply to Instagram Comments (2026 Guide)
The 2026 setup guide for Instagram comment auto-reply: what the Graph API allows, the 7-day private-reply window, real rate limits, and the keyword + DM patterns that actually convert.
Read post - Compliance7 min readApr 23, 2026
How to Automate Instagram DMs Legally — The Compliance Guide
What Meta's Messenger Platform Policy actually allows for DM automation, the difference between official API tools and gray-area scrapers, and how to stay safe.
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