모델이 "글자를 못 쓴다"고 느껴질 때, 실제 문제는 spelling 자체보다 exact strings, placement, contrast 가 부족한 경우가 많습니다.

이 글은 GPT Image 2 text in image 를 poster headline, thumbnail text, product badge, menu board, UI mockup 용 실전 라이브러리로 정리합니다. 핵심 원칙은 하나입니다. 먼저 layout 을 고정하고, 그 다음 스타일을 얹는다.

지금 생성하기: /ai-image-generator
text-to-image workflow: /text-to-image/gpt-image-2
edits 와 부분 수정: /image-to-image/gpt-image-2
studio 로 돌아가기: /

먼저 문제의 원인을 나눈다

다음 reroll 로 가기 전에 먼저 이것부터 확인하세요.

텍스트 내용이 틀리다: copy 를 줄이고 exact strings 와 verbatim 을 넣는다
텍스트가 잘 안 읽힌다: contrast 를 높이고, 텍스트 뒤 배경을 단순화하고, 필요하면 stroke 를 추가한다
텍스트 위치가 흔들린다: text-safe zone, margins, alignment, 고정 anchors 를 넣는다

이 세 가지가 GPT Image 2 text in image 실패의 대부분을 설명합니다.

이미지 속 텍스트 기본 체크리스트

이미지에 글자가 들어간다면 기본적으로 다음을 넣어 주세요.

exact strings in quotes
hierarchy: headline / subhead / CTA
placement anchors
clean text-safe zone
safe margins
contrast rule
no extra text anywhere
한 iteration 에서 한 변수만 변경

읽히는 텍스트를 위한 prompt 구조

GPT Image 2 text in image 를 안정화하려면 prompt 가 최소 7 층을 가져야 합니다.

asset type 과 platform
정확한 copy
hierarchy
위치와 safe zone
배경과 contrast
typography 와 시각적 강약
hard constraints: 추가 텍스트, 날짜, 기호, watermark 금지

짧은 exact strings 가 더 강하다

읽히는 텍스트가 필요할 때는 먼저 짧은 문구를 우선하세요.

"SPRING SALE"
"NEW"
"LIMITED DROP"
"TRY IT FREE"
"SHOP NOW"

copy 가 짧을수록 GPT Image 2 text in image 는 대체로 더 안정적입니다.

Micro library: 작은 문제부터 바로 고치기

아래 micro prompts 는 exact strings, safe zones, margins, contrast, 배경 정리에 바로 붙여 쓸 수 있습니다.

Micro template — gpt-image-2 text in image: exact strings only
Use the following text verbatim and do not add any other words. No extra text anywhere.

Micro template — gpt-image-2 text in image: text-safe zone
Create a clean text-safe zone at {PLACEMENT} occupying {PERCENT}% of the canvas. Keep it free of patterns.

Micro template — gpt-image-2 text in image: safe margins
Keep {PERCENT}% safe margins on all sides. Do not place text near the edges.

Micro template — gpt-image-2 text in image: contrast rule
Ensure high contrast between text and background. If background is dark, text must be light (and vice versa).

Micro template — gpt-image-2 text in image: outline stroke
Add a subtle outline/stroke to the text to preserve readability at thumbnail size.

Micro template — gpt-image-2 text in image: no decorative fonts
Use a clean bold sans font for the headline. Avoid decorative fonts.

Micro template — gpt-image-2 text in image: two lines max
Limit headline to 2 lines maximum. Keep words short. Increase font size.

Micro template — gpt-image-2 text in image: simplify copy
Rewrite the headline to 3–5 words and the subhead to under 8 words while preserving meaning.

Micro template — gpt-image-2 text in image: lock layout anchors
Keep the text block position fixed across variants. Do not move it. Keep margins identical.

Micro template — gpt-image-2 text in image: one-variable variants
Generate 3 variants changing ONLY {VARIABLE}. Keep layout, margins, and text placement identical.

Micro template — gpt-image-2 text in image: remove background noise
Simplify the background behind text. Use a subtle blur or a solid backing shape behind the text.

Micro template — gpt-image-2 text in image: forbid random numbers
Do not add random numbers, dates, hashtags, or symbols unless explicitly provided in the exact strings.

바로 복사해 쓸 수 있는 큰 템플릿

템플릿 1: poster headline + CTA

짧은 프로모션, 브랜드 포스터, 이벤트 비주얼에 적합합니다. 먼저 headline zone 과 CTA zone 을 고정합니다.

gpt-image-2 text in image template — poster
Create a modern poster with readable text.

Layout:
- Aspect ratio: 2:3
- Keep a clean text-safe zone at the top (30% height)
- Keep a clean CTA-safe zone at the bottom (20% height)
- Safe margins: 10% on all sides
- Background behind text must be simple (no patterns)

Text (verbatim, no extra text):
Headline: "SPRING SALE"
Subhead: "Up to 40% off"
CTA: "This Weekend"

Typography:
- Headline: very large, bold sans, all caps
- Subhead: smaller, regular sans
- CTA: bold pill button, high contrast
- Add a subtle text outline/stroke for readability

Hard constraints:
- No watermark
- No extra words, no extra dates
- No misspellings

템플릿 2: 두 줄 이내의 YouTube thumbnail

thumbnail 은 글자가 많거나, 너무 작거나, 배경이 시끄러우면 바로 무너집니다. 이 템플릿은 먼저 읽히는 구역을 확보합니다.

gpt-image-2 text in image template — YouTube thumbnail
Create a YouTube thumbnail with extremely readable text.

Layout:
- Aspect ratio: 16:9
- Subject: creator at desk, clean background
- Reserve left 40% as a clean text-safe zone
- Safe margins: 8%

Text (verbatim, no extra text):
Headline: "STOP GUESSING"
Subhead: "USE TEMPLATES"

Typography + contrast:
- Headline: massive, bold, high contrast, thick outline
- Subhead: smaller, aligned under headline
- Background behind text must be simple and dark

Hard constraints:
- No tiny text
- No additional words
- No watermark

템플릿 3: product badge / label

NEW, SALE, Limited drop 같은 짧은 badge 에 잘 맞습니다. badge 를 분리하고 높은 contrast 바탕을 만드는 것이 핵심입니다.

gpt-image-2 text in image template — product badge label
Create a product image with a readable badge label.

Layout:
- Aspect ratio: 1:1
- Product centered, clean studio background
- Reserve top-right 25% as badge area with solid color backing
- Safe margins: 12%

Text (verbatim, no extra text):
Headline: "NEW"
Subhead: "Limited drop"

Badge rules:
- Badge is a rounded pill with high contrast
- Text centered, large, bold
- No extra text anywhere else

Hard constraints:
- No watermark, no additional logos

menu board 는 정보량을 너무 많이 넣으면 쉽게 깨집니다. 줄 수를 제한하고 clean 한 구성을 유지하는 편이 좋습니다.

gpt-image-2 text in image template — menu board
Create a cafe menu board with readable text.

Layout:
- Aspect ratio: 4:5
- Use a simple chalkboard background with a clean text-safe zone
- Two columns only, consistent alignment
- Safe margins: 10%

Text (verbatim, no extra text):
Headline: "MENU"
Subhead: "Coffee"
CTA: "Latte • Espresso • Cold Brew"

Typography:
- Headline large, bold
- Items medium size, clear spacing
- High contrast (white text on dark background)

Hard constraints:
- No extra items
- No prices
- No watermark

템플릿 5: headline 과 버튼이 있는 UI mockup

SaaS screenshot 느낌의 비주얼이 필요할 때, 이 템플릿은 grid, text column, button 가독성을 우선합니다.

gpt-image-2 text in image template — UI mockup hero
Create a clean SaaS landing UI mockup screenshot with readable hero text.

Layout:
- Aspect ratio: 16:9
- Left text column, right product preview
- 12-column grid, generous whitespace, safe margins 10%

Text (verbatim, no extra text):
Headline: "Readable text, every time"
Subhead: "Templates that ship marketing assets faster."
CTA: "Try it free"

Typography + contrast:
- Modern sans, strong headline, smaller subhead
- CTA is a high-contrast button
- Ensure all text is legible at thumbnail size

Hard constraints:
- No real brand logos
- No watermarks
- No extra text