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Product Management
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Output-policy spec format · dimensions (asset_specs.output_policy)
formatnative cut · 9:16 · 1:1 · 16:9
dims1080×1920 · 1080×1080 · 1920×1080
cadence5/day floor × 9 channels
Channels 9 destinations
TikTokInstagramLinkedInX/TwitterFacebookThreadsPinterestBlueskyYouTube
This post a distinct social asset — its own angle, storyboard, and cuts
social-W28-Mon-3
5-distinct-social/day · 9:16 master → 1:1 / 16:9 cuts per channel
Channel-cuts this asset → 9 native captions (one master · per-platform aspect+copy)
| Channel | Native caption |
|---|---|
| Tiktok | product management with AI (yes, AI-assisted): stop letting the loudest voice win the roadmap. paste your last 100 tickets and reviews, let a model cluster the real pain into 5 themes. build what the data keeps saying. #productmanagement #pm #aitools |
| Stop guessing the roadmap. Cluster every ticket with a model. Find the 5 real themes. Build what the data repeats. #productmanagement #productmanager #aitools #ux #tech | |
| Takeaway: the modern product move is to let evidence set the roadmap, not the loudest voice in the room. Feed every ticket and review to a model, let it cluster hundreds of messages into a handful of themes, and tag each by frequency and cost of ignoring. Often the quiet, repeated complaint is the one worth building first. Build what the data keeps saying. | |
| X | Product tip: stop letting the loudest voice win the roadmap. Cluster your last 100 tickets with a model, find the 5 real themes, build what the data repeats. temerarii.com |
| Product management used to mean guessing what to build while the loudest voice won the roadmap. Now you can feed every ticket and review to a model and let it cluster the real pain into a few themes. Build what the data keeps saying. More at temerarii.com. | |
| Threads | Stop letting the loudest voice win the roadmap. Paste your last 100 tickets and reviews, let a model cluster the real pain into 5 themes. The quiet, repeated complaint is usually the one to build first. |
| AI product management workflow: cluster customer tickets and reviews into themes, prioritize by frequency, build a roadmap on evidence not opinions. Product manager tips, customer feedback analysis, roadmap prioritization, AI tools for PMs. | |
| Bluesky | Product tip: stop letting the loudest voice win the roadmap. Cluster your last 100 tickets with a model, find the 5 real themes, build what the data repeats. temerarii.com |
| Youtube | AI Product Management: Let Evidence Set The Roadmap Product management used to mean guessing what to build in a room full of opinions, where the loudest voice won and user feedback sat unread. This short shows the move we use now: feed every ticket and review to a model, let it cluster hundreds of messages into a handful of themes, and tag each by frequency and cost of ignoring. The quiet, repeated complaint is often the one worth building first. Build what the data keeps saying. AI-assisted. More at temerarii.com. |
Composition layer × scene 9 scenes · this post's OWN storyboard (distinct per asset)
| # | Layer (comp_id · still · tier) | Beat | Timecode | Motion | Logo | Audio | VO / on-screen / caption |
|---|---|---|---|---|---|---|---|
| 1 | matches intent shared field signature-3d | open | 0–5.9s | spatial-parallax | icon·ember-fill | ♪ bed_in | Product management used to mean guessing what to build in a room full of opinions. on-screen: Product meant guessing in meetings |
expected on screen: white ground · box hero in the shared Signal Field · Faber leads · node-graph · spatial-parallax · icon·ember-fill logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape boxground whitetreatment ember-fillmotion spatial-parallaxpower summoninstrument summon→Product meant guessing in meetings | |||||||
| 2 |  matches intent shared field signature-3d | hook | 5.9–11.8s | kinetic-build | icon·wireframe | ♪ node_lock | The loudest voice won the roadmap and the user feedback sat unread in a sheet. on-screen: The loudest voice won the roadmap |
expected on screen: white ground · box hero in the shared Signal Field · Faber leads · mark · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape boxground whitetreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→The loudest voice won the roadmap | |||||||
| 3 |  matches intent NumberedList template | teach | 11.8–18.4s | kinetic-build | icon·wireframe | ♪ node_lock | Now we feed every ticket and review to a model and let it cluster the real pain. on-screen: Cluster the feedback with a model |
expected on screen: white ground · a NumberedList panel over a dimmed Signal Field · Faber leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id NumberedListvisual node-graphshape boxground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Cluster the feedback with a modelcurate items, nodes | |||||||
| 4 |  matches intent ComparisonTable template | proof | 18.4–23.9s | receipts-count | icon·wireframe | ♪ node_lock | Hundreds of messages collapse into a handful of themes you can actually act on. on-screen: Themes surface in minutes |
expected on screen: white ground · a ComparisonTable panel over a dimmed Signal Field · Faber leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ComparisonTablevisual receiptsshape boxground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Themes surface in minutescurate colA, colB, rows, statsLabels | |||||||
| 5 |  matches intent StackTrace template | diff | 23.9–28.9s | crossfade-8f | icon·wireframe | ♪ node_lock | The difference is the roadmap follows evidence, not whoever talks the most. on-screen: Evidence beats the loudest voice |
expected on screen: white ground · a StackTrace panel over a dimmed Signal Field · Faber leads · code · crossfade-8f · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id StackTracevisual codeshape boxground whitetreatment wireframemotion crossfade-8fpower morphinstrument morph→Evidence beats the loudest voicecurate codeLines, errMsg, errType, fix, frames | |||||||
| 6 |  matches intent ChecklistCard template | teach | 28.9–35.199999999999996s | kinetic-build | icon·wireframe | ♪ node_lock | Tag each cluster by how often it shows up and what it costs you to ignore. on-screen: Tag each cluster by frequency |
expected on screen: white ground · a ChecklistCard panel over a dimmed Signal Field · Faber leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape boxground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Tag each cluster by frequencycurate items, nodes | |||||||
| 7 |  matches intent KpiGrid template | proof | 35.2–40.2s | receipts-count | icon·wireframe | ♪ node_lock | Often the quiet, repeated complaint is the one worth building for first. on-screen: The quiet complaint is the big one |
expected on screen: white ground · a KpiGrid panel over a dimmed Signal Field · Faber leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id KpiGridvisual receiptsshape boxground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→The quiet complaint is the big onecurate kpis, statsLabels | |||||||
| 8 |  matches intent ListCard template | step | 40.2–45.400000000000006s | kinetic-build | icon·wireframe | ♪ node_lock | Your step: paste your last hundred tickets, ask for the top five themes. on-screen: Your step: cluster last 100 tickets |
expected on screen: white ground · a ListCard panel over a dimmed Signal Field · Faber leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ListCardvisual pipelineshape boxground whitetreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→Your step: cluster last 100 ticketscurate items, stages, steps | |||||||
| 9 |  matches intent shared field signature-3d | resolve | 45.4–50.4s | coalescence | icon·ember-fill | ♪ bed_out | Build what the data keeps saying, not what the room shouted today. on-screen: Build what the data keeps saying |
expected on screen: white ground · box hero in the shared Signal Field · Faber leads · coalescence · coalescence · icon·ember-fill logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape boxground whitetreatment ember-fillmotion coalescencepower coalescenceinstrument coalescence→Build what the data keeps saying | |||||||