PromptToVisual

PromptToVisual is an image editing tool. PromptToVisual's AI Image Editor changes existing text on a flat poster image. Upload the poster, enter old and new wording, review the prompt and credit cost, then generate only when ready.

PromptToVisual's AI Image Editor is a focused web tool for one specific job: changing existing text inside a flat poster image. The user uploads a JPG, PNG or WEBP file of up to 5 MB, types the original wording and the replacement wording, and the tool assembles an edit prompt. No editable text layers or source design files are required, which makes it useful when only the exported poster survives. The workflow is built around a deliberate pause before spending anything. Loading an image and preparing the edit do not generate, consume credits or start checkout. The prepared prompt is reviewed in the studio, and the credit cost is shown beforehand. The poster flow names Qwen Image 3 Pro at 4 credits per generation. Generation happens only after an explicit Generate click, and it requires a signed-in account with available credits. A fictional Coffee and Clay poster can be loaded as a trial input, and the page defaults to a portrait 4:5 ratio that can be adjusted in the studio. The site is candid about limits. The output is a flat image, and the sample edit published on the site shows the date and venue changing correctly while typography and other pixels also shifted. Exact typography, untouched pixels and print readiness are not guaranteed, so every word, logo and graphic needs checking before the result is shared. A guide page shows the original, the actual output and the exact prompt used. The tool suits small business owners, event organizers and social media managers who need to correct a date, venue or price on an existing graphic without rebuilding it. Within the wider field, it sits between general image generators and layered design editors: narrower than a full studio, but more transparent about cost and risk. Sibling pages cover product photography and a custom reference-image studio, plus guides to external models such as Ideogram 4.5 and FLUX 3 Image, which are not available inside the tool.