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Best prompts for LIM using marketing strategies using LIM

12 practical, copy-ready prompts to use with a Large Image Model (LIM) for marketing workflows, ad creative, A/B testing, product photography briefs, UGC curation, AR assets, SEO/accessibility and more. Each entry includes a concise explanation, a ready-to-use prompt template, and a concrete example.

Claude Opus 4
Gemini 2.5 Flash
GPT-5
Claude Sonnet 4
Gemini 2.5 Pro
You've probably stared at a blank prompt box, wondering how to get your Large Image Model to create marketing visuals that actually convert instead of just looking pretty. Maybe you've generated 12 "corporate lifestyle" images that could work for any brand, or received technically perfect product shots that somehow miss the mark for your campaign goals. The frustration is real when you know AI can revolutionize your visual marketing, but your prompts keep producing generic results.
This collection of 12 battle-tested prompts transforms your LIM into a strategic marketing powerhouse, covering everything from conversion-optimized hero images and systematic A/B testing to AR assets and accessibility-compliant visuals. Each prompt is designed to solve specific marketing challenges you face daily, whether you're creating social ad variants, conducting competitor audits, or building cohesive brand style guides. Instead of wrestling with vague outputs, you'll generate purposeful marketing visuals that align with your business goals and drive measurable results.
1
Social ad hero images (3 variants + export specs)
You are a LIM specialized in marketing creative. Create 3 distinct hero-image concepts for a social ad campaign for the product below. For each concept provide: 1) short visual description and mood, 2) color palette (hex codes), 3) recommended composition and focal point, 4) text overlay headline (≤30 characters) and CTA (≤20 characters), 5) alt text (≤125 characters), 6) aspect ratios and exact crop guides for Instagram Feed (1:1), Instagram Story (9:16) and Facebook Feed (1.91:1), 7) file naming convention and export settings (format, resolution, max file size, compression hints). Output as a JSON-compatible bullet list that is ready to hand to a designer or to an image generator.
Generate three distinct hero-image concepts for social ads, with crop guides, overlay text, alt text, and precise export settings.
2
Landing page hero optimized for conversions
Act as a LIM tasked to design a landing page hero that maximizes conversions. Given the product and primary CTA, produce: 1) one primary hero composition and two variant compositions (one lifestyle, one product-only), 2) exact headline placement and font size hierarchy rules, 3) mobile-first crop and recommended focal bounding box for responsive breakpoints, 4) suggested microcopy for supporting line and CTA button, 5) performance constraints (file size, responsive srcset breakpoints), and 6) a short rationale tying image choices to conversion psychology.
Produce a conversion-focused landing hero image spec: composition, headline placement, mobile-first crops, and microcopy for overlays and A/B variants.
3
Product photography studio brief (consistent SKU set)
You are a LIM producing a studio photography brief. For the product family listed provide: 1) shot list with angles (hero, 45°, top, detail of cap), 2) lighting setup (key, fill, rim specs and modifiers), 3) background and props guidance for on-brand aesthetic, 4) camera settings range (aperture, shutter, ISO) for 50mm and 85mm, 5) RAW naming convention and retouch checklist (color correction, dust removal, shadow creation, specular highlights), and 6) final export derivatives (ecommerce 2000px, thumbnails 300px) with crop guidelines for marketplace platforms.
Create a detailed studio shot brief for consistent product photos across SKUs: lighting, angles, props, raw + retouch specs.
4
Visual A/B test plan (images only)
You are a LIM expert in creative experimentation. For the provided hero creative, produce an image A/B test plan that includes: 1) four image variants that change only one visual variable per variant (e.g., background color, subject proximity, color temperature, presence of person), 2) a clear hypothesis for each variant, 3) recommended audience split and targeting, 4) required sample size and minimum conversions for statistical significance (power 80%, alpha 0.05) given baseline CTR of X%, 5) recommended duration, 6) primary and secondary KPIs, and 7) implementation notes for pixel tracking and names for analytics.
Design a controlled image A/B test: create variants, define hypothesis, audience splits, KPIs, sample size and duration.
5
Social carousel (5 images) with storytelling arc
You are a LIM planning a 5-slide social carousel for conversion. Given the product and campaign goal, provide: 1) a 5-step storyline (one sentence per slide), 2) visual brief for each slide (composition, main visual element, color treatment), 3) exact overlay copy per slide (headline and subline limits), 4) CTA on slide 5 and motion hint (e.g., gentle pan), 5) image specs for carousel dimensions and max combined payload, 6) recommendations for the first-slide thumbnail to improve click-through.
Create a 5-image carousel sequence that tells a short story and drives a CTA on the final slide; include overlay copy and image specs.
6
Brand style guide visuals (8 example images)
You are a LIM creating a mini visual style guide. For the given brand persona provide: 1) eight image examples (one-line description each) that map to brand pillars (e.g., 'adventure', 'sustainability'), 2) for each example include color hexes, suggested typographic pairing (font names and weight use), 3) 2 dos and 2 don'ts for image usage, and 4) one-line guidance on how to adapt the image for hero, thumbnail, and printed collateral.
Produce eight example images that embody a brand’s visual pillars, with dos/don'ts and exact color/typography pairings for each example.
7
Competitor visual audit from supplied images
You are a LIM that audits competitor visuals. Provided a folder of competitor images (list files or paste URLs), analyze each and produce: 1) a breakdown of visual attributes (composition, subject distance, color palette, props, text overlays), 2) a numeric score 1–10 for brand clarity, trust, and differentiation, 3) three tactical recommendations for our creative to beat them, and 4) a quick template brief for a counter-image to use in ads (composition and copy).
Analyze competitor image assets (user-supplied) and produce a scored audit with recommended gaps to exploit.
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