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Prompt Details

Model
Chat - (gpt-5.6)
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863
Example input
[VIDEO AND GOAL]: A 7-minute practical gardening video explaining why tomato seedlings often stall during the first week after transplanting. Goal: help small-space gardeners diagnose the cause before replacing healthy plants. [TARGET VIEWER]: Beginner balcony and raised-bed gardeners whose seedlings look weak three to seven days after transplanting. [VERIFIED MATERIAL]: The grower demonstrates three observable causes: root ball left dry before planting, cold soil measured at 11°C, and watering only the surface instead of the root zone. The video shows two same-age seedlings after six days: one upright with new growth, one wilted but still green. It includes a root-zone watering demonstration and a soil thermometer close-up. No harvest-yield comparison was recorded. [VOICE, ASSETS AND LIMITS]: Calm, practical, reassuring; no miracle language. Available assets: both seedlings, hands, watering can, soil thermometer, balcony planter. No face close-up. Avoid implying every wilted seedling can be saved.
Example output
1. PACKAGING DIAGNOSIS Viewer job: Diagnose why a tomato seedling looks weak 3–7 days after transplanting before deciding to replace it. Strongest verified proof: Two same-age seedlings after six days—one upright with new growth, one wilted but still green—plus the 11°C soil thermometer reading. Most useful tension: A wilted seedling can look like a failed transplant while the visible problem may instead be planting or watering conditions. Likely click obstacle: Beginners may assume “wilting = dead” or see transplant shock as too generic to justify watching seven minutes. Single promise: Show three observable things to check before replacing a weak tomato seedling. 2. EIGHT MATCHED PACKAGES Angle Title Thumbnail text Visual composition Shared promise / curiosity gap Proof used Mismatch risk Costly mistake Before You Replace a Wilted Tomato Seedling, Check These 3 Things DON’T REPLACE IT YET Wilted-but-green seedling large in foreground; healthy seedling smaller behind it; watering can partially visible The plant may deserve diagnosis before replacement; what should you check first? Wilted green plant + 3 demonstrated causes “Don’t replace it yet” must not imply every seedling is recoverable. Visible contrast Same-Age Tomato Seedlings, 6 Days Later: What Went Wrong? SAME AGE Side-by-side seedlings occupying most of frame; upright plant left, wilted green plant right; clean divider Why do two same-age seedlings look so different after six days? Direct six-day visual comparison Avoid implying a controlled experiment proving one specific cause. Counterintuitive lesson Your Tomato Seedling May Need Water Below the Surface DRY DOWN HERE? Hand indicating root-zone depth beside planter while watering can targets deeper soil Surface moisture can hide inadequate watering where the roots actually are. Root-zone watering demonstration Must not suggest watering is always the cause. Step-by-step outcome 3 Checks for a Tomato Seedling That Stalls After Transplanting CHECK THESE FIRST Wilted seedling foreground; three simple visual cues behind/around it: root ball, thermometer, watering can Gives beginners a practical three-check diagnostic sequence. All three demonstrated causes Keep the visual uncluttered; three props can become too busy. Diagnostic question Why Is My Tomato Seedling Wilting After Transplanting? WHAT’S WRONG? Tight crop on wilted-but-green plant; soil thermometer entering frame near root area Answers the exact question a beginner is likely asking. Wilted seedling + measured soil + watering/root observations Broad title could imply exhaustive coverage of every possible cause. Opening should quickly define the three covered causes. Time or effort saving Check This Before Pulling Out a Weak Tomato Seedling KEEP OR REPLACE? Hand near—but not pulling—the weak green seedling; healthy seedling visible behind Diagnose the obvious transplant issues before doing the work of replacing the plant. Weak-but-green seedling + diagnostic demonstrations Do not frame retention as guaranteed to work. Myth correction A Wilted Tomato Seedling Isn’t Automatically a Lost Plant WILTED ≠ DEAD Wilted but clearly green seedling filling frame; no healthy plant necessary Appearance alone does not establish that replacement is necessary. Wilted seedling remains green after six days Must avoid extending this into “wilted plants can always be saved.” Story/decision This Tomato Looked Weak After 6 Days—Here’s What I’d Check REPLACE IT? Weak seedling foreground; healthy same-age plant beside it; thermometer near soil Walks viewers through the decision process prompted by a visibly struggling transplant. Six-day comparison + three observable checks “I’d check” is appropriately diagnostic; avoid presenting the plants as a documented recovery story. 3. TOP THREE, RANKED #1 — Costly mistake Title: Before You Replace a Wilted Tomato Seedling, Check These 3 Things Thumbnail: DON’T REPLACE IT YET The viewer is already considering the exact decision the video can help with: whether a weak-looking transplant needs replacing. The video can satisfy that promise with three visible checks—dry root ball before planting, 11°C soil, and surface-only watering—without promising that the plant will recover. Least likely audience: Experienced tomato growers already confident diagnosing transplant problems. #2 — Visible contrast Title: Same-Age Tomato Seedlings, 6 Days Later: What Went Wrong? Thumbnail: SAME AGE The physical contrast creates immediate visual tension without needing exaggerated copy, especially because both plants are the same age and shown after six days. The video then has concrete diagnostic evidence to investigate the difference rather than relying on speculation or generic advice. Least likely audience: Viewers searching specifically for long-term tomato yield or harvest comparisons. #3 — Diagnostic question Title: Why Is My Tomato Seedling Wilting After Transplanting? Thumbnail: WHAT’S WRONG? This closely matches the beginner’s likely search intent and puts the problem before any gardening jargon. The video can answer it with three demonstrated, observable causes and practical checks rather than promising one universal explanation. Least likely audience: Gardeners whose plants have been established for weeks rather than recently transplanted. 4. PRODUCTION-READY THUMBNAIL BRIEF Package: #1 — Before You Replace a Wilted Tomato Seedling, Check These 3 Things Canvas and safe-zone assumption: 1280×720, 16:9. Keep all essential text and subjects comfortably inside roughly the central 90% of the frame so nothing important sits against an edge. Foreground subject: The wilted-but-still-green tomato seedling should be the dominant subject, occupying roughly 45–55% of the thumbnail height. Background: Balcony planter and the upright same-age seedling, simplified and slightly less prominent so the weak plant remains the focal point. Crop: Tight enough that leaf condition is obvious on a phone. Include enough planter/soil to establish that this is a recently planted tomato, but avoid showing unnecessary balcony surroundings. Expression or object state: The weak seedling should visibly droop while remaining clearly green. The second seedling should look upright enough to establish contrast without creating a fabricated before/after relationship. Lighting and contrast: Favor strong separation between green foliage and the planter/background. Keep the weak plant crisp and readable; slightly reduce background detail rather than adding dramatic effects that change its real condition. Exact text placement: DON’T REPLACE IT YET Place in the upper-left or left-middle empty area, opposite the weak plant. Keep it to two lines with large lettering and enough negative space around it. Elements to remove: Small balcony details, unrelated tools, tiny plant labels, excess soil area, decorative arrows, fake warning icons, additional explanatory text. Mobile legibility test: At roughly 10–15% of full thumbnail size, a viewer should immediately recognize one drooping green tomato plant and read “DON’T REPLACE IT YET” without zooming. 5. OPENING ALIGNMENT 0:00 — First frame: Immediate close shot of the wilted-but-green seedling beside the upright same-age seedling. No introductory logo or establishing montage before the problem is visible. First spoken line: “If your tomato seedling looks like this a few days after transplanting, check a few things before deciding it needs replacing.” By 0:10 — Proof shown: Cut between the two seedlings, then show the soil thermometer reading 11°C. Briefly establish that the video is dealing with visible, checkable conditions rather than promising a guaranteed recovery. By 0:30 — Payoff roadmap: Show quick previews of all three checks: the root-ball condition before planting, the cold soil measurement, and watering directed into the root zone rather than only wetting the surface. Tell viewers these are the three things the video will walk through so they can make a better-informed keep-or-replace decision. 6. TWO-ROUND TEST PLAN Round 1 — Title test Thumbnail held constant: DON’T REPLACE IT YET with the wilted green seedling as the dominant visual. Title A: Before You Replace a Wilted Tomato Seedling, Check These 3 Things Title B: Why Is My Tomato Seedling Wilting After Transplanting? Hypothesis: A decision-oriented title may perform better with gardeners actively considering replacing the plant, while the question title may capture broader problem-solving/search intent. Changed variable: Title only. What stays fixed: Thumbnail image, thumbnail wording, description, opening, topic and video itself. Decision signal: Look for which title attracts the intended beginner-transplant audience while still producing viewing behavior consistent with viewers wanting diagnosis rather than unrelated tomato advice. Minimum observation caution: Do not make a decision from a brief traffic spike or a very small number of impressions; allow each version enough comparable exposure to reveal a meaningful pattern. Mismatch warning: If the decision-oriented title gets clicks but viewers quickly leave expecting a guaranteed rescue method, its promise is being interpreted too strongly. Round 2 — Thumbnail test Keep the winning Round 1 title. Thumbnail A: Wilted green seedling dominant + DON’T REPLACE IT YET. Thumbnail B: Both same-age seedlings clearly side-by-side + SAME AGE. Hypothesis: The single weak plant emphasizes the decision, while the two-plant contrast may create stronger visual evidence and curiosity about why their condition differs. Changed variable: Primary visual concept and thumbnail text. What stays fixed: Winning title, video, description and opening. Decision signal: Prefer the thumbnail that attracts the intended struggling-transplant viewer while maintaining strong continuation into the first diagnostic section. Minimum observation caution: Ensure the variants receive reasonably comparable traffic sources and exposure before drawing a conclusion; different recommendation contexts can distort the comparison. Mismatch warning: If SAME AGE causes viewers to expect a controlled comparison experiment or later yield results, the thumbnail is creating a promise the footage does not support. 7. PRE-PUBLISH CHECK Truthfulness: Does every title and thumbnail describe something actually shown or demonstrated? Yes / No Title-thumbnail complement: Does the thumbnail add proof or tension instead of merely repeating the title? Yes / No Small-screen clarity: Can the key plant condition and thumbnail wording be understood at phone size? Yes / No Asset feasibility: Can every visible thumbnail element be created using only the seedlings, hands, watering can, thermometer and balcony planter? Yes / No Opening fulfillment: Does the first 30 seconds immediately show the struggling transplant and establish the three checks promised? Yes / No Audience specificity: Would a beginner dealing with a weak tomato 3–7 days after transplanting recognize that the video is specifically for them? Yes / No Claim support: Have recovery guarantees, yield claims, invented comparisons and unsupported causes been excluded? Yes / No Accidental imitation: Is the packaging based on the footage and viewer problem rather than another creator’s recognizable wording or visual identity? Yes / No WHAT TO VERIFY BEFORE USE None.
GPT

YouTube Title Thumbnail Match Lab

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GPT-5.6
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Stop guessing whether the title or thumbnail is killing the click. This prompt turns one verified video brief into eight matched packaging concepts—each with an honest curiosity gap, feasible thumbnail direction, proof check, and mismatch risk. It ranks the top three, writes a production-ready thumbnail brief, aligns the first 30 seconds, and builds a two-round test plan. Built for creators who want stronger packaging without clickbait, invented claims, or copying another channel.
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