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Prompt Details

Model
Chat - (gpt-5.5)
Token size
2,263
Example input
[OFFER]: A 14-day free trial of an AI-assisted social media planning application. Verified features include idea organization, weekly content-board creation, reusable content categories, draft caption storage, and calendar export. The primary conversion action is starting the free trial. The application does not automatically publish posts and does not guarantee content performance. [AUDIENCE]: Solo creators and small business owners who publish inconsistently because planning feels disorganized. They understand basic social media content but are skeptical of exaggerated AI productivity promises. Their main concerns are setup time, generic output, and whether the tool will fit their existing workflow. [PROOF_ASSETS]: Screen recordings of creating a weekly content board, one complete demonstration workspace, calendar export footage, examples of manually edited draft captions, feature documentation, and a recorded comparison between an empty workspace and the completed plan. No customer performance statistics or verified time-saving data are available. [ACCOUNT_CONTEXT]: Screen recordings of creating a weekly content board, one complete demonstration workspace, calendar export footage, examples of manually edited draft captions, feature documentation, and a recorded comparison between an empty workspace and the completed plan. No customer performance statistics or verified time-saving data are available. [CAMPAIGN_RULES]: Write in English with a practical, transparent, beginner-friendly tone. Build a seven-day organic campaign with nine videos. Do not claim guaranteed time savings, content growth, increased sales, automatic publishing, or viral results. Clearly disclose that the tool is being promoted by its own business account.
Example output
1. OFFER AND EVIDENCE AUDIT Verified offer facts: - The offer is a 14-day free trial. - The application organizes ideas. - It creates weekly content boards. - It supports reusable content categories. - It stores draft captions. - It exports a calendar. - It does not automatically publish posts. Available proof: - Screen recordings - Completed demonstration workspace - Calendar export footage - Edited caption examples - Feature documentation - Empty-versus-completed workspace comparison Missing proof: - Verified time-saving data - Customer performance data - Evidence of increased posting consistency - Evidence of business growth Claims to avoid: - “Plan a month in minutes” - “Never miss a post again” - “Guaranteed content growth” - “Fully automated content” - “Create viral posts” Primary measurable conversion: Start the 14-day free trial. Secondary measurable action: Visit the profile or comment with a workflow question. 2. CONVERSION DEFINITION Primary action: Start the free trial. Secondary action: Comment “PLAN” to request the demonstration checklist. Audience situation: The viewer wants to publish consistently but stores ideas across notes, documents, and unfinished drafts. Largest trust barrier: The viewer expects another generic AI tool with impressive marketing but weak practical control. Largest action barrier: The viewer assumes setup will take too long. What the viewer must understand: The application is an organizational workspace, not an automatic publishing machine. What the viewer must believe: The workflow is understandable enough to test without rebuilding the creator’s entire process. Claim boundary: The campaign may demonstrate features and workflow clarity but cannot promise time savings or content performance. 3. THREE MESSAGE HYPOTHESES Hypothesis A — Workflow Visibility Belief tested: Viewers respond when they can see how scattered ideas become one organized weekly board. Angle: Before-and-after workspace organization. Required proof: Empty workspace, idea import, completed weekly board, calendar export. Likely objection: “My current notes system already works.” Success signal: Relevant questions about organizing existing ideas. Failure signal: Viewers focus only on visual design and do not understand the workflow. Hypothesis B — Human-Controlled AI Belief tested: Skeptical creators respond when the campaign shows that the user edits and approves the output. Angle: AI assists organization, while the creator retains control. Required proof: Raw draft, manual edit, final saved caption, feature limitations. Likely objection: “AI captions will sound generic.” Success signal: Comments about editing, tone, or custom categories. Failure signal: Viewers believe the tool produces and publishes finished content automatically. Hypothesis C — Low-Risk Trial Belief tested: Viewers take action when the free trial is presented as a controlled workflow test rather than a commitment. Angle: Evaluate one week of planning before changing the full process. Required proof: Trial length, starting workflow, clear first task, no automatic publishing. Likely objection: “I do not want to move all my content into a new tool.” Success signal: Trial questions and profile visits. Failure signal: Viewers assume a subscription commitment or complex migration. 4. NINE-VIDEO EXPERIMENT MATRIX Video 1 Stage: Attention Hypothesis: Workflow Visibility Purpose: Make the disorganization problem recognizable. Hook: “If your content ideas live in five different places, this is the real problem.” Promise: Show one visible method for turning scattered ideas into a weekly board. Beats: 1. Show notes, screenshots, and unfinished drafts. 2. Show the empty planning board. 3. Move three ideas into categories. 4. Reveal the completed weekly board. 5. Clarify that this is organization, not automatic posting. Proof: Real screen recording. Format: Fast screen demonstration with voiceover. CTA: Save the video and compare it with your current workflow. Comment question: Where do your unfinished content ideas currently live? Risk: Do not imply the system automatically imports everything. Learning objective: Determine whether problem recognition generates saves and relevant comments. Video 2 Stage: Consideration Hypothesis: Workflow Visibility Hook: “Here is exactly what happens between a content idea and a scheduled week.” Promise: Explain the visible planning sequence. Beats: Capture idea, assign category, add draft, choose day, export calendar. Proof: Full demonstration workspace. CTA: Comment “BOARD” for the five-step checklist. Risk: Do not describe the process as faster without measured evidence. Learning objective: Test whether viewers understand the workflow enough to request more information. Video 3 Stage: Action Hypothesis: Workflow Visibility Hook: “Use the free trial to test one week—not your entire business.” Promise: Give a low-risk first-use plan. Beats: Create account, add five ideas, build one weekly board, export, decide whether it fits. Proof: Trial screen and demonstration. CTA: Start the 14-day free trial from the profile. Risk: Do not hide subscription terms. Learning objective: Measure whether a concrete first task supports trial starts. Video 4 Stage: Attention Hypothesis: Human-Controlled AI Hook: “This AI draft was not ready to post—and that is the point.” Promise: Show how the creator corrects a generic draft. Beats: Show weak draft, identify two problems, rewrite tone, save edited version. Proof: Raw and edited caption. CTA: Save this if you refuse to publish generic AI copy. Risk: Do not imply every draft requires the same correction. Learning objective: Test whether transparency earns attention from skeptical creators. Video 5 Stage: Consideration Hypothesis: Human-Controlled AI Hook: “What this tool controls—and what it leaves to you.” Promise: Clarify product boundaries. Beats: Tool organizes, stores, categorizes, exports; creator selects, edits, approves, publishes. Proof: Feature documentation and screen recording. CTA: Ask one question about the workflow in the comments. Risk: Do not imply automatic publishing. Learning objective: Identify the most important product misunderstanding. Video 6 Stage: Action Hypothesis: Human-Controlled AI Hook: “Try this workflow only if you still want final control.” Promise: Invite the right user rather than everyone. Beats: Describe fit, non-fit, trial task, and expected manual responsibility. Proof: Real editing demonstration. CTA: Start the trial if you want organization without automatic publishing. Risk: Avoid implying the tool is superior to automated alternatives. Learning objective: See whether fit-based positioning produces more qualified trial interest. Video 7 Stage: Attention Hypothesis: Low-Risk Trial Hook: “You do not need to move your whole content system to test this.” Promise: Show a one-week experiment. Beats: Choose one topic, add five ideas, plan one week, export, compare with current process. Proof: Trial workflow. CTA: Save the experiment. Risk: Do not imply no setup is required. Learning objective: Test whether reduced commitment increases profile interest. Video 8 Stage: Consideration Hypothesis: Low-Risk Trial Hook: “Before starting any content tool trial, check these four things.” Promise: Give neutral evaluation criteria. Beats: Ease of idea capture, editing control, calendar usability, export usefulness. Proof: Demonstrate each criterion. CTA: Comment which criterion matters most. Risk: Do not manipulate the checklist to guarantee the product wins. Learning objective: Identify the audience’s main decision criterion. Video 9 Stage: Action Hypothesis: Low-Risk Trial Hook: “Here is the exact 20-minute setup test I would run first.” Promise: Provide a bounded first-use sequence without promising completion time. Beats: Explain the task sequence and state that actual setup time varies. Proof: Recorded process. CTA: Open the trial and test the same sequence. Risk: The “20-minute” wording should be removed unless the demonstration was genuinely completed in that time. Safer publication wording: “Here is the exact first setup test I would run.” Learning objective: Measure whether a concrete trial task leads to action. 5. CTA LADDER Low-friction: Save the workflow or answer the comment question. Medium-friction: Comment “BOARD” to request the checklist. High-intent: Start the 14-day free trial. Use only one CTA per video. 6. COMMENT-ROUTING PLAYBOOK Price concern: “The trial is available for 14 days. Please check the current plan details on the product page before deciding.” Skepticism: “That concern is fair. The tool organizes and stores drafts, but you still edit and publish the final content.” Proof request: “I can show the exact step. Which part would you like to see: categories, caption editing, or calendar export?” Poor fit: “If you want fully automatic publishing, this may not match your workflow.” Hostile comment: Respond once only when factual clarification is useful. Do not argue. Private account issue: Move to official support. Never request passwords or payment information. 7. PRODUCTION BATCH PLAN Shared footage: - Empty workspace - Completed board - Caption draft - Edited caption - Calendar export - Trial page - Feature-boundary screen Filming order: 1. Capture all screen recordings. 2. Record one long voiceover session. 3. Film optional talking-head introductions. 4. Edit by hypothesis. 5. Add consistent disclosure and CTA cards. Quality checks: - Feature names are accurate. - No automatic-publishing implication. - Trial details remain current. - On-screen text is readable. - No performance guarantee appears. 8. SEVEN-DAY CONTROLLED ROLLOUT Day 1: Video 1 — Attention / Workflow Visibility Day 2: Video 4 — Attention / Human-Controlled AI Day 3: Video 7 — Attention / Low-Risk Trial Day 4: Videos 2 and 5 — Consideration Day 5: Video 8 — Consideration Day 6: Videos 3 and 6 — Action Day 7: Video 9 — Action Record: Retention where available, saves, relevant comments, profile visits, trial actions, and misunderstandings. Do not change: Offer wording, landing page, CTA, hook style, and video structure simultaneously. 9. MEASUREMENT FRAMEWORK Saves: May indicate practical usefulness. Cannot prove purchase intent. Relevant comments: May reveal objections and audience fit. Cannot prove conversion. Profile visits: May indicate offer curiosity. Cannot show why the viewer did not continue. Trial actions: Closest observable campaign conversion. Cannot prove long-term product value. Negative expectation comments: May reveal a promise mismatch. Must be reviewed before increasing claim strength. 10. DECISION RULES Strong attention, weak action: Inspect whether the CTA is clear and whether the profile explains the trial. Weak attention, strong response from retained viewers: Test a clearer hook while keeping the central message unchanged. One winning hypothesis: Create the next experiment inside that angle, but do not assume the other hypotheses are permanently invalid. Small sample: Wait and collect more comparable data. Promise mismatch: Correct the wording before increasing publication volume. 11. FINAL EXPERIMENT BRIEF Primary action: Start the 14-day free trial. Hypotheses: Workflow Visibility, Human-Controlled AI, Low-Risk Trial. Recommended first video: Video 1. Strongest proof: Empty-versus-completed workspace demonstration. Largest trust barrier: Fear of generic or fully automated AI output. Claim boundary: Demonstrate organization and editing control without promising time savings or content results. First decision rule: When practical engagement is strong but trial action is weak, inspect the offer transition before changing the campaign angle.
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Tiktok Conversion Experiment System

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GPT-5.5
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Turn one offer into a nine-video TikTok conversion experiment with buyer-stage mapping, message hypotheses, proof plans, video briefs, a CTA ladder, comment routing, rollout scheduling, and data-based optimization rules.
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