Bulk Social Video Transcription & Intelligence
One ingestion + enrichment pipeline for Reels, TikTok, Shorts, long-form YouTube and captions. Normalize structure, extract hook archetypes, map semantic overlap, and repurpose with confidence.
Supported Platforms
Mix short & long-form sources in the same batch. Deduplication prevents wasted runs.
Instagram Reels
Batch ingest & transcribe Reels for hook + topic mining.
ExploreTikTok Videos
Extract scripts & hook archetypes from TikTok profiles.
ExploreYouTube Shorts
Cluster hook variants & pacing across Shorts libraries.
ExploreYouTube Videos
Long-form narrative segmentation & reusable script blocks.
ExploreInstagram Posts
Caption intelligence & cross-format hook comparison.
ExploreUnified Pipeline Workflow
- 1
Paste or import multi-platform URLs (profiles, channels, video links)
- 2
Deterministic ingestion + transcript normalization
- 3
Hook + topic + structure enrichment & clustering
- 4
Cross-platform overlap & angle differentiation analysis
- 5
Export, repurpose, and feed into scripting / briefing loops
Core Intelligence Outputs
Outputs are designed to shortcut manual pattern hunting and feed directly into ideation, scripting, repurposing, and growth experiments.
- Normalized transcripts (short + long-form)
- Opening hook pattern clustering & frequency scoring
- Topic / semantic overlap surfacing
- Pacing & structure heuristics (intros, pivots, calls-to-action)
- Cross-platform angle overlap + uniqueness mapping
- CSV / JSON exports for downstream modeling
Guides & Playbooks
Early User Feedback
“This saved us hours of manual research per week.”
“Finally a unified way to compare hooks across platforms.”
FAQ
Why a hub instead of separate tools?
Fragmented single-platform utilities create copy/paste friction and inconsistent field structures. Centralizing ingestion gives you one normalized layer for every downstream strategic question.
Does Scriptlyfy store duplicates?
We use deterministic keys so the same URL cannot inflate volume. That means stable referential data and cleaner longitudinal analysis.
How do you handle failed fetches or partial timeouts?
Retries with backoff + per-platform safety limits. Failed items are isolated so successful transcripts continue processing without a full batch restart.
Will you add more platforms?
Roadmap includes LinkedIn native video + X (Twitter) clips after core stability milestones and higher-fidelity hook labeling improvements.
Can I export enriched data?
Yes – bulk CSV / JSON exports for transcripts, hooks, and structural annotations to feed LLM fine-tuning or internal dashboards.
Unify your short‑form research & repurposing loop
Get started for free — accelerate ideation, pattern discovery, and script generation while we expand structural intelligence depth.
Deterministic storage prevents duplicate billing. Roadmap: deeper structural tagging, multi-lingual normalization, creator performance overlays.