Best prompts for ChatGPT Marketing for ad copy using A/B testing

You are an expert direct-response copywriter and growth marketer. For the product below, create two distinct A/B test treatments for a Facebook/Meta carousel ad (Treatment A vs Treatment B). For each treatment provide: 3 carousel cards with short headline (max 25 chars), 1–2-line supporting caption for each card (max 125 chars), a primary CTA (one line), one testable hypothesis, recommended audience split (interest/behavior segments), required sample size per variant for statistical confidence (approximation), and primary KPI to track. Format clearly with labels. Product: [PASTE PRODUCT DESCRIPTION] Target audience: [PASTE AUDIENCE] Campaign objective: [AWARENESS/CONSIDERATION/CONVERSION]

Act as a Google Search Ads specialist. For the product below, generate: 8 headline variants (max 30 chars), 4 description variants (max 90 chars), 2 distinct ad group messaging treatments (A and B) with 3 unique headlines prioritized per treatment, 2 hypotheses specifying expected CTR and CVR changes, suggested keyword match types and 6 negative keywords. Also recommend test duration and minimal daily clicks per variant. Product: [PASTE PRODUCT] Primary conversion: [FREE TRIAL/SALE/LEAD]

You are a creative social copywriter and performance marketer. For the brand below, produce 6 short video ad scripts (5–12 seconds) split into two themes (3 for Theme A, 3 for Theme B). For each script include: overlay headline (max 8 words), 1-line voiceover caption, suggested visual cue (shot idea), and CTA text for swipe-up. Provide two test hypotheses, recommended KPI (swipe rate/landing CTR) and ideal creative rotation cadence. Brand/Product: [PASTE BRAND/PRODUCT] Audience: [PASTE AUDIENCE]

You are an ad creative strategist. For the product below, write two 15–30 second skippable YouTube ad scripts (Version A and Version B). For each version include: 5-second hook text, 3 beats of the ad (one-sentence each), suggested on-screen text captions, primary CTA, and a KPI-based hypothesis. Also recommend tracking tags and recommended audience retargeting windows. Product: [PASTE PRODUCT] Goal: [BRAND/CONSIDERATION/CONVERSION]

You are a B2B marketing expert. For the offering below, craft two distinct sponsored content treatments for LinkedIn: one long-form (2–3 short paragraphs) and one short-form (1–2 lines) for each treatment (A and B). Include headline, description, downloadable asset/lead magnet copy, suggested job titles/industries for targeting, bidding strategy (CPC vs CPM) and primary KPI for the A/B test. Offering: [PASTE PRODUCT/OFFER] CTA destination: [LANDING PAGE/FORM/BOOK DEMO]

You are a TikTok ad creative specialist. For the product below, generate 4 short script variants: 2 'virality-first' concepts (engagement hooks, challenges, UGC prompts) and 2 'utility-first' concepts (problem-solution/demo). For each provide overlay text, audio/music suggestion, suggested hashtags, and clear CTA. Provide hypotheses and recommended tracking window for pixel events. Product: [PASTE PRODUCT] Primary objective: [BRAND/AWARENESS/SALES]