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.
Enter geos, platforms, and budget. We compute an estimate from the FORKOFF qualification model. calibrated against the 12M+ qualified views already on the ledger.
The estimate is a model, not a quote. We send a real one within 24 hours.
Conference recordings, course modules, webinar archives, panel discussions, training videos, internal all-hands recordings, board-room broadcasts, sales-call recordings (with consent), founder talks, podcast video, recorded meetings, and any long-form MP4 asset. The source-format range matters because the brief reshapes against the source. A conference keynote needs different hook craft than a course module needs different hook craft than a panel debate. The strategist reads the source first and reshapes the per-platform brief.
YouTube-to-clips assumes the source already lives on YouTube as long-form uploads. Long-video-to-Shorts handles any long-form source: conferences, webinars, courses, panels, sales calls, internal recordings, even raw MP4 files that never went to a platform. The brief reshapes against the source format. Conference keynotes get speaker-credibility framing, webinars get tutorial-step cuts, courses get cross-watch teases. The qualification ledger and per-platform watch-time gates remain the same.
Yes, that is the standard pipeline. A 45 minute conference keynote typically produces 6 to 10 Shorts cuts, each routed across YouTube Shorts, TikTok, and Reels with per-platform hook craft and watch-time tuning. Some cuts run on all three surfaces with different hook variants; others lock to one surface based on the brief. The qualification ledger reads each platform separately and rolls up by source-asset.
Speaker rights and event-organiser consent lock at brief acceptance. The brief asks for the speaker-consent matrix per source asset, the event-organiser distribution rights, and any embargo or NDA constraints. Clippers who break consent or embargo on prior briefs are deprioritised on the next routing. Per-clip consent verdict goes into the audit ledger. Brands feeding the data into legal review or partner-side performance review read the ledger as the paper trail.
The strategist audits the source quality at intake and either flags it as out-of-scope (return at sandbox-tier sign-off), routes it through the audio-cleanup pipeline (added to brief), or accepts it with quality caveats logged. Vertical reframe from low-res 720p source carries different hook craft than from native 4K. The brief reflects the constraint at acceptance, and the qualification rate per source-asset goes into the audit ledger so the next batch decision has data on source-quality outcomes.
Brief signed off in under 24 hours. First batch of qualified Shorts live in under 48 hours for the $500 sandbox tier. Larger retainers run their own onboarding window. Strategist intakes the source library, audits the long-form assets, locks the per-platform brief, and routes the first batch through the clipper roster across the three destination surfaces.
$500 sandbox or $5,000 sandbox. At $0.003 CPQV, $500 covers roughly 167K qualified Shorts views across the three platforms, $5K covers roughly 1.6M. You see legitimacy rate, geo mix, watch-completion per platform, and per-source-asset qualification rate before deciding to scale.
A view that passes four checks set by the campaign brief: watch duration, policy compliance, geo consistency, and traffic validity. If any layer rejects it, the view is logged with a reason code and excluded from both spend and payout.
Founder-led series, host shows, narrative pods.
Vetted TikTok clippers, geo-routed.
L1, L2, DeFi launches with audit ledger.
Crypto-Twitter KOL distribution priced on outcomes.
Outcome-priced GTM for AI and SaaS.
14 days. Paid only on qualified views. Audit-ready ledger from day one.
