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Prompt Details

Model
Chat - (gpt-6-luna)
Token size
918
Example input
[CREATOR_CONTEXT]: One TikTok account publishing organic lifestyle videos. Both posts were measured seven days after publication. [GOAL]: Increase the percentage of viewers who watch the TikTok video to the end. Full-watch rate is the primary metric. [TARGET_AUDIENCE]: English-speaking adults interested in realistic everyday routines, mainly in the UK. [VOICE]: Warm, lightly humorous and unpolished. Avoid “perfect life” language, dramatic transformations, and promises that a routine will change someone’s life. [POST_DATA]: Post A, published 20 September: opening “The tiny kitchen reset I do before work.” An 8-second TikTok showing a quick kitchen-counter clear-up before leaving home. At 7 days: 1,000 views, 5.5 seconds average watch time, 58% full-watch rate and 12 saves. Post B, published 22 September: opening “Come along for a slow Sunday morning.” A 28-second lifestyle montage. At 7 days: 2,500 views, 9.0 seconds average watch time, 21% full-watch rate and 35 saves. Both videos were organic and published on the same TikTok account. Other engagement metrics and audience locations are unknown.
Example output
A. Goal and comparability verdict Primary goal: viewers watching the video to the end. For that goal, Post A has the stronger observed completion result at the shared 7-day checkpoint: Post A: 58% full-watch rate → 1,000 × 0.58 = 580 estimated full watches, equivalent to 580 full watches per 1,000 views Post B: 21% full-watch rate → 2,500 × 0.21 = 525 estimated full watches, equivalent to 210 full watches per 1,000 views Comparability: partial. Both posts came from the same TikTok account, were organic, published two days apart and measured after 7 days. However, they differ substantially in duration (8 seconds vs 28 seconds) and in the underlying idea. So this is not a clean hook test, and the opening cannot be isolated as the cause of the difference. B. Post comparison Post Opening mechanism Goal-relevant total + rate What was observed Main limitation A — 20 Sept Small, specific routine: “The tiny kitchen reset I do before work” 58% full watch → 1,000 × 0.58 = 580 estimated full watches → 580/1,000 views 8-second video; 5.5s average watch time = 68.8% of video length. 12 saves. Much shorter than Post B, so completion cannot be attributed to the opening alone. Other engagement, traffic source and audience location unknown. B — 22 Sept Lifestyle invitation: “Come along for a slow Sunday morning” 21% full watch → 2,500 × 0.21 = 525 estimated full watches → 210/1,000 views 28-second video; 9.0s average watch time = 32.1% of video length. 35 saves. Longer video and broader montage concept. Same account and checkpoint, but not the same idea or duration. C. Observations, hypotheses and unknown Observations At 7 days, Post A had a substantially higher full-watch rate: 58% vs 21%. Post A also retained viewers for more of its runtime: 5.5 ÷ 8 = 68.8%, compared with 9 ÷ 28 = 32.1% for Post B. Post B’s longer average watch time of 9 seconds does not make it stronger for this goal, because the video itself was much longer. The relevant completion result was lower. Hypothesis 1: a very small, clearly defined everyday action may be easier to follow through to the end than a broader lifestyle montage. Hypothesis 2: on the same 8-second kitchen-reset idea, an opening that creates a little curiosity about the everyday payoff may improve completion without becoming clickbait. Main unknown: we do not know how much of Post A’s stronger completion came from its opening versus its shorter duration and narrower idea. D. ONE next test Chosen idea: the quick kitchen-counter reset before leaving home. Variable to change: the opening only. Keep as similar as practical: same TikTok account, organic distribution, approximately 8 seconds, same kitchen-counter clear-up, similar shot order, pacing and visual style. Choose one opening: “The 8-second kitchen reset I do before heading out.” Immediate follow-through: start clearing the first item from the counter immediately. “One tiny thing I sort before I leave the house.” Immediate follow-through: show the untidy counter, then begin the reset straight away. “Nothing fancy — I just don’t want to come home to this.” Immediate follow-through: show the counter as it is, then immediately clear it. 24-hour measure: record: full-watch percentage views average watch time estimated full watches = views × full-watch percentage Do not make the repeat/revise decision at 24 hours, because the existing baseline was measured at 7 days. 7-day repeat/revise criterion: Current matching baseline from Post A: 58% full watch at 7 days Repeat the opening direction if the new post exceeds 58% full watch at 7 days Revise it if it is clearly below 58% at 7 days If it lands close to 58%, treat it as inconclusive and test another opening on the same idea The 24-hour result is still useful to log, but the decision should wait for the matching 7-day checkpoint. This test explores the hypothesis that the opening can improve completion on an already strong short-format idea; it does not prove the original opening caused the 58% result. E. Log opening | idea | date | 24h results | 7d results | observation | repeat/revise/stop
GPT

Hook Test Review For Short Videos

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GPT-6-LUNA
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Turn your short video results into a practical next test. Add 2–5 published posts, their opening lines and key metrics. This prompt compares results against your goal, checks whether the posts can be fairly compared, and separates facts from guesses. Get one focused next test and three natural opening options that fit your content and voice. Works with manually entered TikTok, Reels or Shorts data; no account connection required.
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