FlowScrape
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Comprehensive Capabilities

Engineered for Autonomous Social Publishing

Replace tedious manual content hunting and fragmented schedulers with a unified, intelligent distribution pipeline.

Public Trend & Content Discovery

Multi-Source Public Web & Trend Research

Discover publicly accessible trend data from supported sources across the web for market research and competitive intelligence. Users can analyze public engagement metrics, research trending hashtags, and gather ideas for original posts while adhering to platform developer guidelines and website terms of service.

Intellectual Property & User Responsibility: Content discovery does NOT grant copyright ownership or reuse rights. Users are strictly responsible for securing appropriate authorization or licenses before publishing or distributing any third-party materials. FlowScrape strictly prohibits unauthorized copying, bypassing access controls, or copyright infringement. Learn more in our Acceptable Use Policy and Copyright Policy.
  • Configurable feed collection depth: Latest 5, 10, 20, 50, or since last run
  • Incremental sync checkpoints to fetch only freshly published topics
  • Strict server-side SSRF safety and validated public feeds
Ethical & Safe Discovery
Collects public engagement insights for creative benchmarking. Users retain full responsibility for all content and media scheduled for publication.
Objective 0–100 Quality Heuristics
Filters out spam, clickbait, and low-res media. Transforms captions with Natural Rewriting and deterministic fallbacks.
Smart Content Selection

Intelligent Quality Scoring & Natural AI Rewriting

Before publishing, every post is objectively scored for recency, engagement velocity, and text quality. Captions are rewritten in your brand voice while preserving crucial factual numbers, quotes, emojis, and links.

  • 5 Transformation modes: Rewrite Naturally, AI Rewrite, Summarize, Clean, Keep Original
  • Automatic hashtag generation with platform-specific limit controls
  • Full Dry Run preview mode consuming 0 publishing credits
Scheduling Engine

24-Hour Multi-Time Slot Daily Dispatcher

Set exact posting windows across any timezone. Queue content automatically into morning, afternoon, and evening slots without overlapping or flooding feeds.

  • 00:00 to 23:59 time picker with custom slot additions
  • 7-day day-of-week custom scheduling with buffer jitter
  • Multi-account dispatching to Facebook, Instagram, LinkedIn, and X
Automatic Chronological Fill
Approved posts automatically advance to the next chronological slot without manual date picking.
Failure-Isolated First Comments
Drive organic engagement and discussions. Comment API limits never fail the primary social post.
Engagement & Safety

First Comment Automation & 4-Tier Deduplication

Place hashtags or discussion questions into comment #1 on Instagram and Facebook. Our 4-tier deduplication engine prevents duplicate cross-posting with zero credit charges.

  • Comment strategies: Hashtags, AI Discussion Questions, or Custom CTA
  • SHA-256 fingerprinting + semantic similarity (>0.88 threshold)
  • Pre-flight customer credit protection preventing surprise bills
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