Checklist the per-video bar — engine/sim
98.5/100
quantitative quality · weights learn from your reviews (
engine.sim.memory review social-W27-Tue-2 good|bad)⚠ 1 flag(s) — not yet ship-ready: copy_generic · see docs/strategy/VIDEO-CHECKLIST.md
Composition comp · template family · expected output
9:16 Reelpending1:1 Squarepending16:9 Widepending9:16 4Kpending1:1 4Kpending16:9 4KpendingGIF (SMS)pending
render pending — silent master not yet on disk
expected output: 0/7 rendered — same matrix the /media preview surfaces for this asset.
Composition layer × scene 9 scenes · 60.7s · comp_id + rendered still + tier + the script
| # | Layer (comp_id · still · tier) | Beat | Timecode | Motion | Logo | Audio | VO / on-screen / caption |
|---|---|---|---|---|---|---|---|
| 1 |  matches intent shared field signature-3d | open | 0–6.3s | spatial-parallax | icon·ember-fill | ♪ bed_in | For a decade, growing a software company meant one lever, pour more money into more ads. on-screen: SaaS growth meant more ads |
expected on screen: white ground · dodeca hero in the shared Signal Field · Mensor leads · node-graph · spatial-parallax · icon·ember-fill logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape dodecaground whitetreatment ember-fillmotion spatial-parallaxpower summoninstrument summon→SaaS growth meant more ads | |||||||
| 2 |  matches intent shared field signature-3d | hook | 6.3–12.6s | kinetic-build | icon·wireframe | ♪ node_lock | That lever is jamming. The new growth lives inside the product, where the user already is. on-screen: The product is the funnel now |
expected on screen: white ground · dodeca hero in the shared Signal Field · Mensor leads · mark · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape dodecaground whitetreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→The product is the funnel now | |||||||
| 3 |  matches intent NumberedList template | teach | 12.6–19.9s | kinetic-build | icon·wireframe | ♪ node_lock | Log what each user does, then find the exact step where most of them quietly give up and leave. on-screen: Watch where users get stuck |
expected on screen: white ground · a NumberedList panel over a dimmed Signal Field · Mensor leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id NumberedListvisual node-graphshape dodecaground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Watch where users get stuckcurate items, nodes | |||||||
| 4 |  matches intent ComparisonTable template | proof | 19.9–26.5s | receipts-count | icon·wireframe | ♪ node_lock | Feed those event logs to a model and ask which behaviors come before someone cancels next month. on-screen: Let the model spot the pattern |
expected on screen: white ground · a ComparisonTable panel over a dimmed Signal Field · Mensor leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ComparisonTablevisual receiptsshape dodecaground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Let the model spot the patterncurate colA, colB, rows, statsLabels | |||||||
| 5 |  matches intent TerminalRun template | diff | 26.5–33.1s | crossfade-8f | icon·wireframe | ♪ node_lock | Cancellation is rarely a shock. The signs were in the clicks weeks before the card got pulled. on-screen: Churn is a signal, not a surprise |
expected on screen: white ground · a TerminalRun panel over a dimmed Signal Field · Mensor leads · code · crossfade-8f · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id TerminalRunvisual codeshape dodecaground whitetreatment wireframemotion crossfade-8fpower morphinstrument morph→Churn is a signal, not a surprisecurate codeLines | |||||||
| 6 |  matches intent ChecklistCard template | teach | 33.1–40.4s | kinetic-build | icon·wireframe | ♪ node_lock | So when the model flags an at-risk account, a real human reaches out before the renewal date, not after. on-screen: Reach out before they quit |
expected on screen: white ground · a ChecklistCard panel over a dimmed Signal Field · Mensor leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape dodecaground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Reach out before they quitcurate items, nodes | |||||||
| 7 |  matches intent KpiGrid template | proof | 40.4–47.4s | receipts-count | icon·wireframe | ♪ node_lock | Keeping a paying customer costs far less than chasing a stranger, and the saved seat compounds for years. on-screen: Saved seats beat new ones |
expected on screen: white ground · a KpiGrid panel over a dimmed Signal Field · Mensor leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id KpiGridvisual receiptsshape dodecaground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Saved seats beat new onescurate kpis, statsLabels | |||||||
| 8 |  matches intent AnnotatedDiagram template | step | 47.4–54.4s | kinetic-build | icon·wireframe | ♪ node_lock | So the move is log behavior, let a model predict churn, and reach out before the renewal date. on-screen: Step: log, predict, reach out early |
expected on screen: white ground · a AnnotatedDiagram panel over a dimmed Signal Field · Mensor leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id AnnotatedDiagramvisual pipelineshape dodecaground whitetreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→Step: log, predict, reach out earlycurate callouts, stages, steps | |||||||
| 9 |  matches intent shared field signature-3d | resolve | 54.4–60.699999999999996s | coalescence | icon·ember-fill | ♪ bed_out | Grow by keeping, not only chasing. The Big T-M reads the product to save the seat. on-screen: Grow by keeping, not just chasing |
expected on screen: white ground · dodeca hero in the shared Signal Field · Mensor leads · coalescence · coalescence · icon·ember-fill logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape dodecaground whitetreatment ember-fillmotion coalescencepower coalescenceinstrument coalescence→Grow by keeping, not just chasing | |||||||
Format stack 3 aspects · same scenes[], re-cropped
9:16
1080×1920
Stories · TikTok · YouTube Shorts · Reels
1:1
1080×1080
LinkedIn · Facebook · Instagram
16:9
1920×1080
X/Twitter · YouTube · LinkedIn video
Channels 9 destinations
LinkedInX/TwitterYouTubeInstagramFacebookThreadsTikTokPinterestBluesky
Social captions supplemental published copy · per channel (comp_id level)
tiktokSaaS growth isn't just more ads anymore (AI-assisted). The new growth lives inside the product. Log what each user does, feed the event logs to a model, and ask which behaviors come before someone cancels next month. Churn is a signal, not a surprise. When it flags an at-risk account, reach out BEFORE the renewal, not after.
instagramMore ads isn't the only lever.
Log what users actually do.
Let AI predict who'll churn.
Reach out before they quit.
Saved seats beat new ones.
#saas #productled #churn #growth #customersuccess
linkedinFor a decade, growing a software company meant one lever: pour more money into more ads. That lever is jamming. The new growth lives inside the product.
The shift:
1. Log what each user actually does, then find the exact step where most of them quietly give up.
2. Feed those event logs to a model and ask which behaviors precede a cancellation next month.
3. When an account is flagged at-risk, have a human reach out before the renewal date, not after.
Churn is rarely a shock; the signs were in the clicks weeks earlier. Keeping a paying customer costs far less than chasing a stranger, and the saved seat compounds for years. Grow by keeping, not only chasing. AI-assisted and disclosed.
xSaaS growth isn't just more ads. Log what users do, let a model predict who'll churn, and reach out BEFORE the renewal, not after. Churn is a signal, not a surprise. Saved seats compound. temerarii.com
facebookFor a decade, growing a software company meant pouring more money into more ads. That lever is jamming. The new growth lives inside the product: log what each user does, feed the event logs to a model to predict who's about to cancel, and have a human reach out before the renewal date. Churn is a signal, not a surprise, and a saved seat compounds for years. Learn more at temerarii.com.
threadsSaaS growth isn't just more ads. Log what users do, let a model predict who'll churn, and reach out BEFORE the renewal, not after. Churn is a signal, not a surprise. Saved seats compound.
pinterestProduct-led SaaS growth: log user behavior, use AI to predict churn, and reach out before renewal to save the account. An evergreen guide to reducing churn and growing by retention, not just ad spend.
blueskySaaS growth isn't just more ads. Log what users do, let a model predict who'll churn, and reach out BEFORE the renewal. Churn is a signal, not a surprise. Saved seats compound. temerarii.com
youtubeProduct-Led SaaS Growth: Behavior Logs, Churn Prediction & Reaching Out Early
For a decade, growing software meant one lever: more ads. That lever is jamming, and the new growth lives inside the product. This covers the shift, logging what each user actually does to find where they give up, feeding event logs to a model that flags which behaviors precede a cancellation, and having a human reach out before the renewal date. Churn is a signal, not a surprise, and keeping a paying customer costs far less than chasing a stranger. Grow by keeping, not just chasing. AI-assisted and disclosed. More at temerarii.com.