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AI Infographic Text Editor

Edit text in an infographic. Update outdated metrics, headers, and stat labels.

Found an outdated metric or typo in an exported infographic? When research data updates and you have no source file, rebuilding complex visuals takes forever. Select any statistic, header, or label already on the image to update numbers and explanatory copy while matching the original color scheme and layout.

Original Text (Detected)
42%
New Text (Replacement)
57%

How It Works

Replace Infographic Text in Four Simple Steps

Update data points and titles without recreating vector layouts from scratch.

  1. 01

    Upload Your Infographic

    Upload your finished infographic file in PNG, JPG, or WebP format into the web editor.

  2. 02

    Select Existing Text

    Highlight the baked-in stat, data label, axis mark, or callout text you need to modify.

  3. 03

    Type the Replacement

    Enter your updated numbers or wording, or leave the input field blank to remove the text.

  4. 04

    Generate and Download

    Sign in to use your trial credits and generate the updated graphic with matched font style.

Overview

What Is ReWords AI for Infographics?

Update chart labels, percentages, and data callouts directly on any finished infographic image when you need to correct figures with no source file on hand.

Whether you need to correct a typo in a published report graphic, refresh a quarterly milestone, or adjust sample sizes on a research poster, ReWords AI saves time by modifying the flattened image while providing a best-effort style and background match.

By ReWords AI

Start Editing Infographics
Original Text (Detected)
N=200
New Text (Replacement)
N=320

Use Cases

When to Edit Static Infographic Images

Quickly adjust data visualizations when source project files are missing or quick turnaround is needed.

Quarterly Metric Refreshes

Update dates, fiscal quarters, and recurring KPI milestones on reusable marketing infographics without building new templates.

Research and Survey Updates

Modify sample counts, percentage distributions, and axis markers in academic summary graphics when final findings shift.

Process and Workflow Steps

Adjust step numbers, phase titles, and descriptive headers across established process diagrams and instructional visuals.

Key Benefits

Why Modify Infographic Text Directly?

Marketing teams and researchers frequently inherit static PNG visuals where the source Illustrator, Canva, or Figma file is lost, locked, or inaccessible.

  • Update vital stats, percentages, and metrics without re-running data visualization software.
  • Preserve visual consistency by estimating original font weights, colors, and layout angles.
  • Save hours of tedious manual cloning and content-aware patching across busy chart backgrounds.

Examples

Real-World Infographic Text Replacements

Explore typical data updates made directly on flattened infographic visual assets.

Metric Percentage Revision — original image
Metric Percentage Revision — edited with ReWords AI

Marketing Impact Report

Metric Percentage Revision

Quickly updated the headline conversion rate on a completed annual review infographic, preserving the circular progress bar and surrounding dark gradient background.

42%57%

Roadmap Timeline Visual

Quarterly Milestone Shift

Adjusted the phase milestone badge on a horizontal product roadmap graphic. The tool replaced the quarterly tag cleanly without disturbing neighboring timeline pins.

Q1Q2

Quarterly Milestone Shift — original image
Quarterly Milestone Shift — edited with ReWords AI
Sample Size Correction — original image
Sample Size Correction — edited with ReWords AI

Scientific Survey Summary

Sample Size Correction

Revised the participant count note at the base of a survey findings graphic, matching the compact sans-serif typography while keeping surrounding chart rules intact.

N=200N=320

Operations Flowchart

Workflow Step Numbering

Modified sequential milestone badges inside a multi-branch process infographic, updating header text while preserving the colorful chevron vector shape.

STEP 1STEP 2

Workflow Step Numbering — original image
Workflow Step Numbering — edited with ReWords AI

Why ReWords AI

A Faster Way to Refresh Static Visuals

Compare how ReWords AI handles infographic modifications against traditional workflows.

No Source Files Needed

Direct Raster Editing

Work directly with your existing PNG, JPG, or WebP infographics. No need to track down lost Figma links, Illustrator artboards, or proprietary visualization software.

Context-Aware Styling

Intelligent Font Matching

Our AI evaluates the weight, color, alignment, and surrounding visual texture to provide a best-effort typography and background replacement.

Effortless Clean Up

Clean Text Inpainting

Easily delete obsolete callouts or redundant footnotes by leaving the replacement field blank. The model reconstructs the background pattern automatically.

Customer Stories

Trusted by Marketing and Research Professionals

Read how teams use ReWords AI to keep static data visualisations up to date.

  • “...updated the number without remaking the whole graphic...”

    Elena Vance

    Content Marketing Director

  • “Updating quarterly milestone dates on our static product roadmap used to mean recreating the whole layout. Now I just swap the Q1 label to Q2 directly on the PNG.”

    Marcus Thorne

    Product Operations Lead

  • “Our research deck had an incorrect sample size noted on a complex flowchart. This tool matched the font weight and fixed the caption on our raster export.”

    Dr. Aris Chen

    Data Insights Researcher

  • “When presenting client metrics, finding typos after exporting is a nightmare. ReWords AI fixes the flattened stat callout cleanly while keeping the background gradient intact.”

    Sophie Dubois

    Digital Strategy Consultant

  • “It saves our design team countless hours of tedious patching. We no longer have to open massive PSD archives just to tweak one data label on a marketing diagram.”

    Devon Miller

    Senior Graphic Designer

  • “Removing unwanted callout text from shared partner infographics used to leave blurry smudges. The inpainting here reconstructs the background texture remarkably well.”

    Priya Sharma

    Growth Marketing Specialist

Frequently Asked Questions

Infographic Text Editing FAQ

Can ReWords AI build or generate charts from scratch?
No, ReWords AI is not a chart generator or infographic builder. It only replaces or removes existing, flattened text and numbers already embedded in static images like PNG or JPG files.
Are the replaced infographic fonts best-effort matches?
Not exactly. We analyze surrounding text and background tones to provide a visual style match, but we cannot guarantee an identical copy every time. Preview before you publish.
Which file formats are supported for editing?
You can upload flattened infographic visual assets in PNG, JPG, or WebP formats. Vector files such as SVG, EPS, or layered AI and PSD documents are not currently accepted by the editor.
How do I remove text without typing a replacement?
Select the target text area on your infographic and leave the replacement text field completely blank. The AI will remove the characters and inpaint the underlying background graphics.
How does billing and credit usage work?
Generating text modifications spends image credits from your account balance. You can create a free account to test the service with trial credits before purchasing additional credit packages.
Can I edit text positioned over complex chart backgrounds?
Yes, the AI detects underlying colors, gradients, and textures to restore the background behind your modified text, making it suitable for charts, diagram boxes, and metric cards.
Is there an automated API for batch infographic editing?
No, ReWords AI operates strictly as an interactive web-based tool. There is currently no public API, command-line interface, or automated batch processing pipeline available for integration.
Can I edit multi-line descriptions or data legends?
Yes, you can highlight multi-line text blocks, legends, or explanatory paragraphs. Ensure your replacement text matches the relative physical area to keep the visual balance looking natural.

Get Started

Update Your Infographic Text Without Remaking the Whole Graphic

Swap outdated numbers, correct labels, and refresh flattened infographics without hunting for original design templates.