Conference recordings, course modules, webinar archives, panel discussions, training videos, sales calls, all cut into vertical Shorts across YouTube, TikTok, and Reels. Strategist owns the brief, vetted clippers route per platform, the qualification ledger settles per qualified Shorts view at $0.003 CPQV.
Agencies sell effort. Marketplaces sell volume. FORKOFF sells qualified outcomes.
Shelf-velocity feedback per upload
FYP-distribution per hashtag cluster
Story-share extension multiplier
Strategist intakes the long-form source library (conference, webinar, course, panel, sales call, internal recording, raw MP4), audits the assets for hook-survivable beats, and locks the brief at acceptance: per-platform watch-time gates, speaker-consent matrix, music-licensing rules, brand-safety policy, and audience-geo. Sandbox tier ($500 or $5K) selected at sign-off.
Vetted clippers picked per platform: shelf-velocity specialists for YouTube Shorts, FYP-curve specialists for TikTok, Story-chain architects for Reels. Open-marketplace self-tags ignored. routing happens against the FORKOFF roster with deprioritisation on past consent or policy breaks.
Each Shorts view passes the four-stage gate per platform: watch-completion, geo, policy, traffic validity. Reason codes log filtered views. Audit ledger exports CSV/JSON, settles weekly. Per-source-asset roll-up shows which conference talk, webinar, or course module pulled the highest qualification rate per platform.
Not every long-form moment converts. The clipper roster reads the source timeline for these beat types and routes against the destination surface with the strongest qualification curve.
Speaker insight from a 45 minute conference talk that stands alone as a 12 second quotable Shorts cut
Numbered step or screen-record beat from a 60 minute webinar that translates to a 14 second tutorial Shorts cut
Counter-take or debate moment from a multi-speaker panel that runs against category orthodoxy
Mini-lesson or module opener from a long-form course that teases the parent material
| Feature | FORKOFF Clippingoperator-grade | Generic alternativethe rest of the market |
|---|---|---|
| Operating model | Managed agency. Strategist audits the source library (conference, webinar, course, panel), locks per-platform brief, and routes through the vetted clipper roster. ▸ Source-aware brief | DIY long-video tools or in-house junior editor. per-platform qualification curve and brand-safety rules sit on the brand. |
| Pricing denominator | $0.003 per qualified Shorts view across YouTube Shorts, TikTok, and Reels. Sub-gate skips, music fails, and bot loops logged with reason code. ▸ CPQV vs hourly | Tool subscription or hourly editor rate, neither tied to qualification. |
| Source-format range | Conference, webinar, course, panel, sales call, board-room, training video, podcast video, and any long-form MP4 source. | Auto-clip tools optimised for podcast or YouTube long-form. degrade on conference and panel sources. |
| Audit trail | Per-clip ledger ties qualified views back to the source long-form timestamp. CSV/JSON export for sponsor or training-program review. ▸ Auditable | Platform dashboards only. no per-clip qualification rate, no source-timestamp ledger. |
| Lane fit | Companies, conferences, course operators, and creators with 20 plus hours of long-form video assets buying multi-platform Shorts production. | Solo creators with podcast-only source get cleaner leverage from OpusClip or Klap directly. |
▸ NDA · category-leading SaaS conference operator
Annual SaaS conference with 80 hours of recorded keynote and panel content. FORKOFF intook the back-catalog of 4 prior events, audited the speaker-consent matrix, locked the brand-safety and embargo rules at acceptance, and routed chapter-mark insights through the multi-platform clipper roster across YouTube Shorts, TikTok, and Reels. 1.4M qualified Shorts views across the three platforms in Q1. Legitimacy rate 99.4%. Per-speaker roll-up shaped the next conference's Shorts-priority speaker booking decisions; two new speakers got booked on the strength of comparable Shorts qualification rates from peer events.
▸ FORKOFF case archive · NDA-protected handle
When the brief locks to a single destination platform, the spoke page carries the per-destination qualification spec.
Calculator coming to forkoff.xyz soon. Use the dedicated tool at /tools/qualified-view-auditor for full qualified-view analysis.
5-LLM AEO scorecard. Paste a brand and a query set, get the per-LLM citation share, snippet ownership, and a combined AEO score.
5-channel deterministic ROI model. Allocate spend across paid, content, KOL, PR, events; see modeled pipeline and the FORKOFF Clipping channel alternative on the same budget.
5-axis deterministic KOL rate model. Pick platform × tier × content × vertical × geo; get market range, modeled qualified-view delivery, and the FORKOFF KOL audit-ledger benchmark on the same campaign.
6-dimension AI-native page audit. Schema · snippet · LLM citation surface · linking · answers · freshness. Returns composite tier (A–D) and a prioritized fix-list ranked by score-lift / effort.
5-engine generative-SERP audit. Google AI Overview · Bing Copilot · SearchGPT · Perplexity · You.com. Per-engine presence, weighted composite, source-set bias, prioritized lift plan.
14 days. Paid only on qualified views. Audit-ready ledger from day one.