For e-commerce promos, offline events, or app launches, teams most often stall on one step: the words on the poster.
Midjourney nails mood, but headlines, prices, and button copy often show missing strokes, gibberish, or misaligned layout. DALL·E 3 works for simple centered text, but long lines and Chinese stay unstable. If marketing assets cannot ship readable copy in one pass, you fall back to PS retypesetting—and efficiency drops by half.
On standardized benchmarks, Image 2 reaches about 99% in-image text rendering accuracy—well above DALL·E 3 (~61.5%) and Midjourney (~47.2%). This post shares 5 tested image-2 prompts showing how to bake headlines, subheads, prices, and CTAs into a commercial-ready AI poster.
📌 Prompts below use English task descriptions (Image 2 handles structured English well). For Chinese, Japanese, or other copy to render, spell each line inside quotes; after generation, manually verify trademarks and compliance wording.
1. Why Image 2 fits “posters with on-image text”
Versus the old “generate image → PS type” pipeline, Image 2 wins because:
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It treats text as a layout element, not a post-hoc overlay — write
Headline: "SUMMER SALE 50% OFF"in the prompt and the model plans type hierarchy, alignment, and background contrast together. -
Long headlines and multi-line copy stay steadier — subhead + price + button in three lines; Image2 garbles, mirrors, or drops characters far less often than most general models.
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Multi-turn natural-language refinement — headline tracking too tight? Say “increase headline letter spacing, keep text verbatim” in chat—no full re-roll required.
For brand marketing, DTC, and local merchants: hero visual and readable copy can finish in one generation pass, shrinking time from brief to live creative.
2. Standard workflow (four steps)
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List “must-be-exact” copy first — headline, subhead, price, date, button, disclaimer—anything where one wrong character breaks the asset; put it in a table.
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Write a three-part prompt: layout + style + line-by-line text — layout (centered poster / banner / portrait); style (minimal / Guochao / cyberpunk); spell each line in English quotes.
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Generate 4–8 candidates in the Image 2 workbench — use reasoning-driven generation; if one line is wrong, multi-turn edit that line only instead of regenerating the whole poster.
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Human proofread before export + design-tool touch-up if needed — AI posters suit internal tests and rapid creative; before paid media, verify trademarks, prices, and advertising-law wording.
3. Five tested cases (copy-paste English prompts)
Prompt blocks are embedded in English in all locales; narrative below explains each use case.
Case 1: E-commerce flash-sale poster (headline + price + CTA button)
Scenario: DTC Summer Sale, needs a 1:1 social ad asset.
Commercial promo poster, Image 2 text rendering accuracy.
Layout: centered vertical poster, clean gradient background cyan to violet.
Typography hierarchy — render ALL text exactly as quoted, crisp and legible:
Headline: "SUMMER SALE"
Subheadline: "Up to 50% Off Selected Items"
Price badge: "From $29"
Primary button text: "SHOP NOW"
Small footer line: "Limited time · Free shipping over $49"
No gibberish characters, no mirrored letters, no missing strokes.
Modern e-commerce style, high contrast white text on dark gradient, subtle product silhouettes blurred in background.
Square 1:1, print-ready sharpness, commercial marketing quality.
Result: clear headline, price, and button hierarchy—fast A/B tests for Facebook / Instagram placements.
Case 2: Specialty cafe menu board (multi-line items + prices)
Scenario: cafe window menu with aligned English item names and prices.
Cafe menu board poster, photorealistic chalkboard or matte print style.
Render exact menu text lines, left-aligned column:
"COLD BREW ········· $5.50"
"OAT LATTE ········· $6.00"
"MATCHA CLOUD ········ $6.50"
"Seasonal: Yuzu Spark · $7.00"
Header title centered: "DAILY MENU"
Footer small: "Ask barista for vegan options"
Warm coffee shop ambiance, soft window light, shallow depth of field.
Portrait 4:5, Image 2 accurate in-image typography, no fake brand logos.
Result: multi-line price dot leaders align well—solid AI poster draft for brick-and-mortar F&B.
Case 3: SaaS app launch banner (main title + three feature bullets)
Scenario: Product Hunt / Twitter banner emphasizing product name and three selling points.
Wide launch banner 16:9, tech SaaS aesthetic, dark navy background with subtle grid.
Exact text to render:
Main title: "FlowTask AI — Ship Faster"
Bullet line 1: "✓ Smart task boards"
Bullet line 2: "✓ AI-powered summaries"
Bullet line 3: "✓ Team sync in real time"
CTA pill button text: "Try Free"
Right side: abstract 3D dashboard mockup, left side text block.
Image 2 marketing poster, legible sans-serif, no distorted UI text on mockup screen.
Result: strong for B2B launches—in-image text and UI mockup zones stay clearly separated.
Case 4: Offline event flyer (date + venue + registration button)
Scenario: tech meetup or workshop needing exact date and address.
Event flyer poster, modern minimal, light background with accent orange.
All text must be spelled correctly:
Title: "Image 2 Creator Meetup"
Date line: "Saturday, July 12 · 2:00–5:00 PM"
Venue line: "Studio 8, 88 Creative Lane"
Registration button: "Register Free"
QR placeholder square bottom-right (no fake QR code pattern text)
Professional conference style, Image2 accurate text rendering, A4 portrait ratio 3:4.
Result: info-heavy marketing visual that cuts designer back-and-forth on copy fixes.
Case 5: Chinese brand promo poster (multi-line Chinese + numeric price)
Scenario: domestic social / WeChat Moments promo needing accurate Chinese and ¥ pricing.
Chinese promotional poster, Guochao modern style, red and gold accent on dark background.
Render Simplified Chinese text EXACTLY:
主标题："年终盛典"
副标题："全场低至五折"
价格突出："¥199 起"
按钮文案："立即抢购"
角标小字："Image 2 实测"
Decorative cloud and ribbon motifs, not covering text.
Square 1:1, high legibility, Image 2 Chinese text rendering, no traditional character simplification errors.
Result: validates Image 2 Chinese text rendering—proofread character by character, especially numbers and promo terms like “折” and “起”.
4. Universal fill-in template
Save this block; only change bracketed fields per campaign:
Marketing poster using Image 2, prioritize accurate in-image text rendering (~99% target).
Format: [1:1 / 4:5 / 16:9 / 3:4] [poster / banner / flyer].
Visual style: [minimal / Guochao / retro / cyberpunk / corporate].
Background: [gradient / photo / illustration] — do not obscure text.
Typography — render EXACTLY as quoted, specify hierarchy:
Headline: "[LINE 1]"
Subheadline: "[LINE 2]"
Price or date: "[LINE 3]"
Button or CTA: "[LINE 4]"
Footer or disclaimer: "[LINE 5 optional]"
Constraints: no gibberish, no mirrored letters, no missing strokes, high contrast, commercial ready.
Brand: avoid real trademark logos unless you own them; Image 2 photorealistic or flat design as needed.
5. Efficiency and accuracy comparison
| Step | PS typesetting + Midjourney / DALL·E | Image 2 text poster |
|---|---|---|
| Single hero with on-image copy | 2–4 hours (PS) · ~30 min + re-rolls (MJ/DALL·E) | About 10–30 minutes |
| In-image text accuracy | 100% manual (PS) · ~47–62% benchmark (MJ/DALL·E) | ~99% benchmark |
| Change one slogan line | Manual layer edit (PS) · full regeneration (MJ/DALL·E) | Multi-turn conversational tweak |
| Multilingual versions | Rebuild layout per language · unstable in AI models | Change quoted copy and regenerate |
| Small-team cost | Designer hours · gacha + retouching | Prompts + proofread |
6. Who benefits most?
✅ E-commerce and DTC brands
Promo AI posters, price tags, detail-page banners—Image 2 ships A/B test creative fast.
✅ Local merchants and F&B
Menus, grand-opening posters, holiday promos—less waiting on outsourced design.
✅ SaaS / app teams
Launch banners, feature-update graphics, social marketing visuals—copy and layout iterate together.
✅ Marketing agencies and freelance designers
Use image-2 for an 80% draft, polish in Figma—proposal speed doubles.
7. Three pitfalls
- ❌ Do not dump all copy into one paragraph — use
Headline / Subheadline / Buttonline breaks; Image 2 handles hierarchy better. - ❌ Do not stress-test with homophones or rare characters — promo posters should use common characters and clear punctuation; still human-check rare glyphs.
- ❌ Do not skip trademark and advertising-law review — claims like “lowest price online” or “#1” need legal sign-off; AI solves in-image text technically, not compliance.
8. Closing thoughts
Image 2 has not replaced designers—it compresses “poster with text” from generate → cut out → typeset → align into write hierarchy → generate → proofread.
Next time you need an AI poster with readable headline, price, and button, run the five image-2 prompts here.
Near-99% text rendering is making Image2 the new default for marketing teams—your job is to put every line that must appear inside quotes.
Hands-on notes; prompts free to copy and tweak. Before paid media, verify platform ad policies and trademark authorization.
