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Best prompts for YouTube descriptions using viewer retention analysis
12 copy-ready prompts that convert viewer retention data into optimized, actionable YouTube descriptions: hooks, timestamps, CTAs, SEO, A/B variants, and pinned comments. Each prompt includes a clear explanation, a realistic example, and recommended AI models.
GPT-5
Claude Opus 4
Claude Sonnet 4
Gemini 2.5 Pro
Gemini 2.5 Flash
You know that sinking feeling when your YouTube video gets great views but terrible retention? You pour hours into creating content, only to watch viewers drop off after the first 30 seconds. Most creators are flying blind, writing descriptions based on gut feelings instead of what actually keeps viewers glued to their screens.
These 12 retention-focused prompts transform your YouTube analytics into description gold that actually works. You'll get copy-ready templates for hooks that grab attention, timestamps that guide viewers to your best moments, and CTAs that convert based on real viewer behavior. Instead of guessing what works, you'll craft descriptions that turn your retention hotspots into engagement magnets and subscriber growth.
1
Retention-Driven Short Description with Hook and CTA
Write a 1–3 sentence YouTube description for the video titled "{video_title}". Use the retention insight "peak at {peak_timestamp} with {peak_percent}% watch" and the main takeaway "{main_takeaway}". Start with a compelling hook referencing the peak moment, mention why viewers rewatched that segment, and finish with one CTA (subscribe/watch playlist). Keep it concise and under 200 characters.
Write a short (1–3 sentence) description that highlights the most-watched moment, opens with a hook, and ends with a single CTA — use retention data to emphasize what viewers loved.
2
Retention-Based Timestamps with Tags
Using video title "{video_title}", retention peaks at {peak_timestamps_list} and major drop points at {drop_timestamps_list}, produce a list of timestamps with 6–10 readable labels (format: 00:00 — Label). For each timestamp, add 1–2 suggested tags/keywords in parentheses that match viewer intent.
Generate precise, viewer-oriented timestamps using retention drop and peak points; include short labels and suggested tags for each section to improve discoverability.
3
Long Description Focused on Retention Hotspots
Create a long-form description for "{video_title}" that emphasizes the top three retention hotspots: {hotspot_1} ({hotspot_1_reason}), {hotspot_2} ({hotspot_2_reason}), {hotspot_3} ({hotspot_3_reason}). For each hotspot, write 1–2 sentences explaining value and suggest an action viewers should take (e.g., rewatch, try step). End with 2 CTAs: subscribe and watch related playlist "{playlist_name}".
Create a 2–4 paragraph description that expands on the top 3 retention hotspots, explaining why viewers rewatched and suggesting sections to rewatch; include timestamps and a CTA block.
4
SEO-Optimized Description Using Retention Keywords
Write a 2–3 sentence SEO-optimized description for "{video_title}". Incorporate the high-retention phrase "{high_retention_phrase}" at least once, include 3 target keywords: {keyword_list}, and keep a natural conversational tone. End with a short CTA.
Produce an SEO-focused description that integrates high-retention phrase(s) and target keywords naturally while maintaining readability for viewers and algorithm.
5
Two A/B Description Variants Based on Retention Insight
Produce Variant A and Variant B descriptions for "{video_title}" given retention insight: "viewers rewatched the emotional reveal at {reveal_timestamp} ({replay_percent}% replay)" and a practical demo at {demo_timestamp}. Variant A: emphasize the emotional moment. Variant B: emphasize actionable steps. Each variant should be ~2 sentences and include one CTA.
Create two distinct description variants (A and B) to A/B test: one emphasizing emotion driving retention, the other emphasizing practical steps. Keep both ~2 sentences.
6
Pinned Comment Optimized from Retention Hotspot
Create a pinned comment (max 200 characters) for "{video_title}" that points to the top retention moment at {top_timestamp} and asks a question to prompt comments. Include the exact timestamp format (e.g., 05:12) and one emoji.
Write a short pinned comment that draws viewers to the highest retention moment and encourages interactions (like/reply). Include a short timestamp and question.
7
Highlight Reel Description for Best-Watched Moments
For "{video_title}", list 3–5 'Must-watch' moments using retention peaks: {peak_list}. Format each line as "MM:SS — Short compelling reason" and include a final line: "Watch the full video for context."
Compose a short description listing 3–5 'must-watch' moments (with timestamps) based purely on retention peaks, encouraging viewers to rewatch those highlights.
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