Make your products impossible to ignore by AI
Rewrites your product content with the GEO signals that get brands cited by ChatGPT, Claude, Google AI Overview, and Gemini.
AI does not read product listings the way shoppers do
Traditional product copy is written for conversion: persuasive language, benefit bullets, emotional hooks. AI recommendation systems work differently. They extract entities, evaluate factual claims, compare structured attributes, and match content against buyer intent queries. Copy optimized for conversion is rarely optimized for extraction.
The Product Optimizer bridges that gap. It takes your existing product content and adds the specific structural signals (entity clarity, comparison anchors, use-case statements, FAQ coverage) that cause AI systems to cite a product when someone asks for a recommendation.
Specific changes, measurable outcomes
Every rewrite targets the exact patterns AI systems use when generating product recommendations.
Vague feature lists with no specifics
Precise claims with measurable attributes AI can extract
No comparison context
Structured comparison signals against named alternatives
Buried use cases
Explicit best-for statements that match buyer intent queries
Generic brand language
Entity-rich content with consistent terminology across sections
No FAQ coverage
Integrated FAQ signals that match how-to and definition queries
Six capabilities in one optimization run
Every 30-credit run covers the full suite of GEO signals, not just a surface rewrite.
GEO-structured rewrites
The optimizer restructures product content around entities, factual claims, and comparison signals that AI systems extract and cite. Not keyword stuffing. Generative Engine Optimization.
Multi-model output tuning
ChatGPT, Claude, and Gemini each weight product signals differently. The optimizer generates content that works across all three, not just one provider.
Before and after comparison
See your original product content alongside the optimized rewrite. Every change is explained so you understand exactly why it improves AI citation potential.
Brand voice preservation
Optimization does not mean homogenization. The rewriter preserves your product's tone, positioning, and differentiators while adding the structural signals AI systems look for.
Linked to citation scanning
After optimizing, run a Product Citation scan directly from the result view. See whether the rewrite improves citation rates across ChatGPT, Claude, Google AI Overview, and Google AI Mode.
Saved to Product Catalog
Every optimized version is stored against the product in your catalog. Build a revision history and compare how each rewrite iteration affects your citation rate over time.
Paste, optimize, measure
Three steps from existing product copy to AI-citation-ready content.
Paste your product content
Provide a product URL or paste your existing title, description, and bullet points. The optimizer reads the current content and identifies specific structural gaps.
AI rewrites for GEO signals
The optimizer generates a rewritten version structured around entity clarity, factual density, comparison anchors, and FAQ coverage. Each change targets a specific AI citation pattern.
Deploy and measure impact
Publish the optimized content, then run a citation scan to measure the before-and-after difference in AI recommendations. The catalog tracks the trend over repeated scans.
Optimization that feeds the whole pipeline
The Product Optimizer is one step in a connected workflow. Every tool it integrates with makes the optimization more measurable and the results more durable.
Product Catalog
Optimized versions are saved against the product record and build a revision history automatically.
Product Citations
Measure citation rate before and after deploying optimized content across all four AI providers.
Re-optimization
If citation scans show a product is still missing, rerun the optimizer with updated context to target specific gaps.
Schema Auditor
Pair the optimizer with the Schema Auditor to cover both content signals and structured data signals in the same workflow.
Common questions
What does the Product Optimizer actually change?
It restructures product content to match the patterns AI systems use when generating recommendations: entity clarity, factual density, comparison anchors, use-case specificity, and FAQ coverage. It does not just rephrase. It adds structural signals that are absent in most product copy.
How many credits does it cost?
Each optimization run costs 30 credits. This covers the full rewrite plus the before-and-after comparison and explanation. Credit packs are available on all paid plans.
Does it work for any product category?
Yes. The optimizer has been trained on ecommerce product patterns across apparel, electronics, home goods, software, and consumables. You provide the product content; the optimizer handles the GEO restructuring regardless of category.
Can I edit the optimized output before publishing?
Yes. The rewrite is a starting point, not a final answer. You can edit the output directly in the tool before saving it to your catalog or copying it to your product listing.
How do I know if the optimization worked?
Run a Product Citation scan before and after publishing the optimized content. The citation scan checks ChatGPT, Claude, Google AI Overview, and Google AI Mode and shows whether your product is being recommended. The catalog tracks citation rate over time so you can see the trend.
Does the optimizer work with Amazon or Shopify product pages?
You can paste product content from any platform into the optimizer. It is platform-agnostic. You take the optimized output and update your listing wherever it lives, whether that is Amazon, Shopify, WooCommerce, or a custom storefront.
Start getting your products cited
Paste your product content, get a GEO-optimized rewrite, and measure the impact with a citation scan.
Included on all paid plans. Cancel anytime.