AI posters where the words matter as much as the image.
Text-heavy graphics combine two difficult jobs: visual composition and exact typography. Treat the wording as a requirement, not decoration.
Where this job fails
Check every visible word, number, date, logo and hierarchy before publishing; attractive typography can still contain incorrect text.
Text-heavy poster prompt
Create a [POSTER TYPE] for [PURPOSE]. Required visible text, exactly as written: “[TEXT]”. Visual hierarchy: [HEADLINE] first, [SECONDARY] second, [CTA/DETAIL] third. Style: [STYLE]. Composition: [LAYOUT]. Keep typography legible at the intended output size. Do not add, remove, paraphrase or duplicate words. If exact text cannot be rendered reliably, leave a clean text-safe area for final typography in a design editor.
Use a decision loop, not prompt roulette
1 · DefineFreeze the requirement
Write down what may change and what must remain exact.
2 · ChooseMatch the tool to the job
Use Prompt Lab to compare editorial fit and tradeoffs.
3 · GenerateRun a controlled prompt
Change one important variable at a time so revisions remain interpretable.
4 · VerifyInspect the misses
Check fidelity, text, anatomy, materials and constraints before publishing.
Evidence boundaryTool fit is guidance; benchmark results are not published yet.
Our controlled image benchmark protocol is public before the runs. We will not present a benchmark winner until actual outputs and failure evidence are available.