Burtsbeesbaby.com AI Catalog Score
Burtsbeesbaby.com AI Catalog Score: AI catalog audit tool.
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What is Burtsbeesbaby.com AI Catalog Score?
Burtsbeesbaby.com AI Catalog Score is a Shopify app that audits your product catalog to optimize AI visibility, providing actionable fixes and a statistical score.
Burtsbeesbaby.com AI Catalog Score pricing
Pricing model: Freemium
Free plan: Up to 50 SKUs, no credit card required, includes AI-readiness audit and scoring. Paid plans include the Score Guarantee (+10 points in 30 days or full refund written in ToS). Exact monthly pricing for paid tiers is not publicly displayed on the website. Free plan covers basic audit while the full Shopify app unlocksaudit of metafields, SEO meta, image alt text, variant barcodes, and inventory. Cancel any time on all plans.
Burtsbeesbaby.com AI Catalog Score pros
- Free plan covers 50 SKUs with no credit card required
- Scores against 5 major AI agents: ChatGPT, Claude, Gemini, Mistral, DeepSeek
- One-click AI optimization to fix entire catalog with Maximize feature
- Score Guarantee: +10 points in 30 days or full refund
- Real causal A/B testing with p < 0.05 statistical proof, not correlation
- First scan completes in under 4 minutes after 90-second installation
- Detailed SKU-level issue breakdown with specific fix recommendations
- Daily tracking of AI recommendations from all 5 shopping agents
- Preview changes with dry_run mode before approving any mutations
- 30-day full undo for all changes with per-SKU change journaling
- Never overwrites titles/descriptions without explicit consent
- Never touches pricing or inventory fields
- Respects locked fields that merchants mark as protected
- Perplexity integration coming in Q3 2026
- Open CC0 methodology with MIT-licensed skills library for developers
Burtsbeesbaby.com AI Catalog Score cons
- Partial public scan only covers 61 of 100 signals without Shopify app install
- Free plan limited to 50 SKUs only
- Perplexity support not available until Q3 2026
- Paid tier pricing details not publicly disclosed on website
- Requires Shopify platform (not available for WooCommerce or BigCommerce yet)
- Maximize AI optimization feature requires paid plan installation
- Full audit of metafields, SEO meta, and alt text requires app install
- No standalone web version for non-Shopify stores
Frequently asked questions about Burtsbeesbaby.com AI Catalog Score
What is AI Catalog Score?
AI Catalog Score is a Shopify app and audit tool that measures how well your products will be recommended by AI shopping assistants like ChatGPT, Claude, Perplexity, Gemini, Mistral, and DeepSeek. It scans your catalog and scores each product 0-100 based on 100 signals AI agents use for recommendations, then identifies specific issues and provides one-click fixes to improve AI visibility.
Which AI agents does AI Catalog Score track?
AI Catalog Score monitors 5 AI shopping agents: ChatGPT, Claude, Gemini, Mistral, and DeepSeek. Perplexity will be added in Q3 2026. The tool captures daily recommendations from these agents to show you exactly which products get featured.
How does the scoring methodology work?
Products are scored 0-100 across 100 signals that AI agents use for category matching and recommendations. The scoring checks title quality (30-80 characters, product type, factual markers), description length (aim for 150+ words), image count (more angles for AI confidence), variant completeness (size/color/options), and category signals. Grades are A (90-100), B (80-79), C (70-50), and below 50 is invisible to AI.
What is the free plan included?
The free plan covers up to 50 SKUs with no credit card required. It includes the AI-readiness audit, full scoring report, and basic catalog analysis. The public partial scan covers 61 of 100 signals. You can install in 90 seconds and get your first scan in under 4 minutes.
What is the Score Guarantee?
The Score Guarantee promises +10 points within 30 days or your money back. This guarantee is written into the Terms of Service and applies to every paid tier. It ensures merchants see measurable improvement in their AI Catalog Score after using the optimization features.
How is this different from other SEO tools?
AI Catalog Score uses real causal A/B experiments with p < 0.05 statistical significance to prove uplift, not observational correlation like other tools. It specifically optimizes for AI shopping agents rather than traditional search engines, tracking exactly which products get recommended by ChatGPT, Claude, Gemini, and other AI assistants.
Is my data safe and can I delete it?
Yes. AI Catalog Score handles Shopify webhooks for app/uninstalled, shop/redact, and customers/redact for GDPR compliance. Score metafields written to your products stay on your Shopify (you own them), but you can delete them manually via admin or with one API call - they provide the deletion script in their docs.
What changes does the app make to my products?
The app uses dry_run: true by default, meaning it previews exact changes and you click approve before applying. Every action is journaled per-SKU with 30-day full undo. It never overwrites product titles or descriptions without explicit consent, never touches pricing or inventory, and never modifies fields you mark as locked.
What are the top issues AI Catalog Score finds?
Top issues include: descriptions too short (only 44 words, aim for 150+), missing product type in title for AI category matching, no factual markers like material or specs, fluff words like premium/amazing/best instead of specific attributes, titles under 30 characters, only 2 images instead of 3-4 angles, and only default variant without size/color options.
Do I need to install the Shopify app or is the web audit enough?
The public web scan is a partial audit covering 61 of 100 signals. To audit the remaining 39 points including metafields, SEO meta, image alt text, variant barcodes, and inventory, you need to install the free Shopify app. The full app also unlocks the Maximize feature for one-click AI optimization of your complete catalog.