Content rewriting

Content rewriting takes a page that underperforms on GEO metrics and produces an optimized version targeting the specific weaknesses identified by your audits and comparisons. The result is content that's denser in quotable facts, better structured for AI extraction, and more likely to earn citations.

How rewriting works

Vizzybl's rewriter analyzes your content against GEO best practices and produces a revised version that improves specific metrics. It doesn't replace your voice or messaging — it restructures and enriches your content so AI engines can parse and cite it more effectively.

The rewriter targets five content dimensions:

Dimension	What the rewriter does
Nugget density	Adds concise, quotable facts — statistics, named examples, specific claims — that AI engines can extract as standalone statements
Structure	Reorganizes content with clear heading hierarchies, semantic sections, and answer-first formatting
Readability	Simplifies sentence structure and reduces jargon so AI engines can parse and summarize your content accurately
Freshness signals	Adds or updates publication dates, last-modified timestamps, and changelog references
Transparency	Strengthens author attribution, source citations, and methodology disclosure

Starting from a comparison

If you've run a URL comparison, use the results to focus your rewrite on the metrics where your competitor outperforms you.

1. Open a completed comparison
2. Identify the pillars where the competitor has a positive delta
3. Navigate to Create and run a citation analysis on your URL
4. Optimize your content — the rewriter prioritizes the weaknesses surfaced by your comparison

This workflow closes specific competitive gaps rather than optimizing blindly.

Starting from an audit

If you've run a GEO audit, use your pillar scores to identify what to rewrite.

1. Open a completed audit and review your Content pillar breakdown
2. Look for low scores in nugget density, freshness, or transparency
3. Navigate to Create and analyze the same URL
4. Optimize — the rewriter addresses the gaps your audit identified

Reviewing optimized content

After the rewrite completes, Vizzybl shows you:

• Before-and-after scores for each content dimension
• Score deltas highlighting exactly what improved
• The full rewritten content with changes applied inline

Read through the optimized version and adjust anything that doesn't match your brand standards. The rewriter improves structure and density, but you know your audience best.

Applying changes

Vizzybl does not publish changes to your website directly. To apply your optimized content:

1. Copy the rewritten content from the editor
2. Update your page in your CMS or codebase
3. Publish the changes
4. Re-run an audit or comparison after a few days to measure the impact

Tip: After publishing, allow time for AI engines to re-crawl your content. Score improvements in prompt monitoring and Share of Voice typically appear within one to two monitoring cycles.

Next steps

• Citation optimization — Analyze and close specific citation gaps in your content
• LLMs.txt generation — Help AI crawlers discover your optimized content
• Brand protection — Check whether AI engines are misrepresenting the pages you've rewritten
• Comparing URLs — Re-run comparisons to measure your improvement