Module 03 · Content Production With AI
Repurposing One Video Into Five Pieces of Content
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Course outline
Module 1 · Building Your Content Engine
Module 2 · Trend Analysis
Module 3 · Content Production With AI
Module 4 · Platform-Specific Growth Tactics
Repurposing means extracting several useful ideas from one verified source video, then rebuilding each idea for the way people consume content at its destination. It is not uploading the same crop and caption to five feeds.
By the end, you will have a source-of-truth brief and a complete five-asset pack: one short clip, one quote graphic, one text post, one carousel, and one thread. Each asset will keep the source video's meaning while using a different opening, format, and action.
// concept
Build a Source-of-Truth Brief
Start with a video you own or are authorized to use. Transcribe it, add timestamps, and correct names, prices, Urdu words, and product details by replaying the recording.
Create this brief before asking AI to write anything:
| Field | What to record |
|---|---|
| Source | File name, owner, recording date, and permission |
| Audience | One specific viewer group |
| Core message | One sentence the video actually supports |
| Verified points | Timestamped claims, demonstrations, or exact quotations |
| Exclusions | Private details, mistakes, or off-topic sections not to reuse |
| Desired action | One sensible next step, not a performance promise |
Use <source> tags around the verified transcript. If the source never mentions a discount, result, or customer reaction, the derivatives must not invent one.
// concept
Extract Five Decisions, Not Five Copies
Give each asset a different job: a clip demonstrates, a quote graphic freezes one line, a text post explains a decision, a carousel teaches a sequence, and a thread adds commentary.
| Asset and destination | Native opening | Format choice | Closing action |
|---|---|---|---|
| TikTok clip | Spoken problem in the first beat | 9:16, 15–30 seconds as an editorial target, on-screen captions | Ask viewers to save the packing checklist |
| Instagram quote graphic | Six-to-twelve-word source quotation | 1080 × 1080 PNG; short caption adds context | Ask one answerable question |
| LinkedIn text post | A business decision, not a video teaser | Short paragraphs and a readable first line | Invite peers to share their process |
| LinkedIn document carousel | A useful outcome on slide 1 | One PDF with six consistent 4:5 pages | Tell readers what the final slide helps them check |
| Threads thread | A direct observation | Four short connected posts; check the current composer limit | Ask which step deserves a demonstration |
These are working choices, not claims about reach. Platform support changes, so confirm current upload requirements in Sources. Meta currently documents Reel support up to 9:16; preview the cover and captions inside the app.
// concept
Rebuild the Opening, Body, and Action
For each derivative, write three lines before designing:
- Opening: why someone at this destination should stop.
- Body: the one source-backed point this format can carry well.
- Action: what the viewer can reasonably do next.
Then use this complete prompt. Replace the sample fields and transcript; do not paste customer phone numbers, addresses, order screenshots, or private client material.
You are a content repurposing editor. Use only the verified material inside
<source>. Do not add facts, prices, results, quotations, or promises.
Audience: Pakistani home-business owners who pack fragile products.
Core message: A repeatable packing order reduces avoidable movement in the box.
Voice: practical, calm, English with Roman Urdu only if it appears in the source.
Create exactly five distinct assets:
1) TikTok: a 20–25 second 9:16 clip plan with timestamped source cuts,
on-screen text, caption, and one save action.
2) Instagram: a square quote graphic using one exact source sentence,
plus a two-sentence caption and one question.
3) LinkedIn: a 120–180 word text post about the process decision.
4) LinkedIn: a six-slide PDF carousel; one headline and <=25 words per slide.
5) Threads: a four-post thread; each post must add a different idea.
For every asset, show: source timestamps, opening, body, action, and any claim
that needs human verification. Make the openings and actions different.
<source>
[Paste the corrected, timestamped transcript here.]
</source>Trace every sentence to a timestamp and delete unsupported additions. Preview each export in its destination composer because text-safe areas and crop previews can change.
// worked_example
Worked Example
This is a hypothetical sample, not a real result. A Karachi home baker owns a 60-second video called eid-box-packing.mp4. Its source says: 00:00–00:08 “A pretty box still fails if the cookies can move.” 00:09–00:22 fold the insert; 00:23–00:36 separate layers; 00:37–00:49 close empty space; 00:50–01:00 test the closed box and inspect movement.
The prompt above produces this five-asset pack:
- TikTok clip: cuts 00:00–00:08, 00:23–00:36, and 00:50–00:58. Opening text: “Packing check: can the cookies move?” Body labels: “separate layers” and “test before dispatch.” Caption: “Sample packing sequence from one owned video. Save it for your next packing day.”
- Instagram quote graphic: “A pretty box still fails if the cookies can move.” The caption identifies it as a sample packing principle and asks, “What part of your box moves first?”
- LinkedIn text post: “Our packaging review starts with movement, not decoration.” It explains the insert, layer separation, and gentle closed-box check, then asks other small sellers which step they document for staff.
- LinkedIn carousel: slide 1 “Can the product move?”; slide 2 “Fold the insert”; slide 3 “Separate each layer”; slide 4 “Close empty space”; slide 5 “Test the closed box”; slide 6 “Reopen and inspect.” The post description says it is a sample checklist derived from the video.
- Threads thread: (1) “A neat box is not yet a checked box.” (2) “This sample process starts by limiting empty space.” (3) “Layers are separated before the lid closes.” (4) “The final step is a gentle movement check, then inspection. Which step should become a full demo?”
The bad draft resized the 60-second export, opened every asset with “Watch how we pack,” and invented “damage-free delivery.” The correction removes that claim and assigns one source-backed idea to each format.
// failure_cases
Failure Cases to Diagnose
6 cases to diagnose
Resize-only repurposing
all five assets have the same opening and sequence. Fix it by assigning a separate job and source segment to each asset.
Transcript drift
the graphic quotation is cleaner than what the speaker said. Either quote exactly or label a faithful paraphrase; never use quotation marks around rewritten speech.
Unsupported commercial claim
AI adds “best seller,” delivery coverage, or a result absent from the video. Delete it and check every remaining claim against timestamps.
Contextless clip
the cut starts with “that is why” or refers to an unseen item. Add a source-backed setup or choose a self-contained cut.
Unreadable mobile export
captions sit behind interface controls or carousel text requires zooming. Preview in the actual composer and shorten the copy.
Identical actions
every derivative says “buy now,” regardless of purpose. Match the action to the asset: save, answer, compare, or request the full demonstration.
// pakistan_angle
Pakistan Angle
For an Urdu or Roman-Urdu source, preserve the speaker's actual wording instead of translating everything into polished English. Check automatic captions manually for product names and similar-sounding Urdu words. A bilingual quote graphic can work, but write both versions yourself and ensure they carry the same meaning; AI transliteration is not the source of truth.
Load-shedding and mobile-data limits favour a staged workflow: download or transcribe the source once, produce lightweight text drafts offline, and queue high-resolution exports when electricity and connectivity are stable. Keep a compressed review copy for WhatsApp approval, but publish from the final master. Redact phone numbers, customer addresses, JazzCash/easypaisa receipts, and order labels before uploading footage or transcripts to any AI service.
// hands_on
Hands-On Exercise
6 steps
Choose one 45–90 second video you own and record its file name, permission, audience, and intended action.
Produce a corrected timestamped transcript and a source-of-truth brief using the table above.
Run the transcript-to-assets prompt, then verify every output line against a timestamp.
Finish one clip, quote graphic, text post, carousel, and thread. Give each a distinct opening, format, and action.
Preview the five assets in their destination composers; record any crop, caption, or page-order fix.
Save the pack with the source brief and a simple source map. Done means all five native assets exist and every factual line can be traced to the owned video.
// completion_rubric
Completion Rubric
5 checks — tick as you verify
// sources
Sources
5 official sources — check every claim yourself
- support.tiktok.comTikTok Support — TikTok Studio upload and caption tools
- facebook.comInstagram Help Centre — Reel size and aspect ratios
- facebook.comInstagram Help Centre — image resolution and supported aspect ratios
- linkedin.comLinkedIn Help — upload and share documents
- facebook.comThreads Help Centre — search “create a post on Threads”
// check_yourself
Check yourself
4 questions · answers and options are taken word-for-word from this course
1 / 4 · diagnose
Your work shows this failure mode: “Resize-only repurposing.” The lesson describes it like this: “All five assets have the same opening and sequence.” What does the lesson tell you to do about it?