Make ChatGPT Shopping recommend you firstWin the race across every AI shopping assistant
Brand Armor AI monitors how ChatGPT, Gemini, Claude, Perplexity and social AI describe, rank and recommend your catalog. Stop hallucinated prices, surface every spec and comparison point and convert AI shoppers with feed-ready, trusted product truth.
ChatGPT Shopping
Track conversational buy prompts, ranking positions, citations, and product card accuracy.
Google Gemini & SGE
Monitor AI overviews, snippets, and price intelligence for key SKUs.
Perplexity Shopping
Audit citations, source mix, sentiment, and recommendation rank by intent.
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AI summary shows correct prices and pros/cons. Add battery endurance stats and low-light sample gallery to improve completeness.
Insight cards
Visibility score
92Responses include your SKU in top 3 recs
Sentiment
PositiveTone and pros/cons align with PDP copy
Content gaps
2 fixesAdd stack height + warranty to PDP
Rank delta
+1.4Up since last crawl on ChatGPT Shopping
Metrics we log
- Rank position by intent (best, budget, premium, for me).
- Citations and source mix (retailers, brand, media).
- Price, availability, shipping/promo accuracy.
- Sentiment, pros/cons and competitor comparisons.
Control your visibility
Track, analyze and optimize every AI shopping answer
Understand how AI recommends your products, what sources it trusts, and where to publish the fixes that move rank.
Track
See real AI answers to buyer prompts
- Capture ChatGPT Shopping, Perplexity, Gemini and Claude recommendations.
- Log rank position, citations, price, availability and retailer mix per SKU.
- Detect when your products drop from carousels or lose the buy-box callout.
Analyze
Spot gaps and competitive bias fast
- See answer gaps vs. your PDP attributes and competitor pros/cons.
- Score sentiment, positioning, and price accuracy by prompt intent.
- Measure share of shelf and rank by market, retailer, and provider.
Optimize
Ship fixes that move ranking
- Auto-generate AI-ready snippets for PDPs, category pages, and FAQs.
- Push prioritized fixes for missing specs, imagery, or comparison angles.
- Track uplift after publishing and keep history of what changed.
Coverage Map
Full-stack AI shopping coverage from prompts to product truth
We monitor and tune every generative surface that can influence a purchase: conversational answers, AI shopping carousels, dynamic price cards and retailer search blends. No more blind spots in ChatGPT shopping or Perplexity buy flows.
ChatGPT Shopping
Track conversational buy prompts, ranking positions, citations, and product card accuracy.
Google Gemini & SGE
Monitor AI overviews, snippets, and price intelligence for key SKUs.
Perplexity Shopping
Audit citations, source mix, sentiment, and recommendation rank by intent.
Claude + Amazon Q
Validate product facts and competitive positioning in Claude retail answers.
TikTok Shop & Social AI
Spot rogue listings, UGC hallucinations, and assortment gaps in social AI.
Retail Media & Marketplaces
Watch buy-box ownership, retailer mix, and feed freshness across channels.
Commerce pipeline
Built for product feeds, rankings and content freshness
Shopping Intelligence connects your feeds, PDP content and retailer data to a product truth layer optimized for AI shopping. We keep ChatGPT, Gemini, Claude and every downstream assistant aligned with how you sell, price, and compare products.
Commerce-grade data spine
- Normalize feeds from Shopify, BigCommerce, Amazon Seller, and PIM exports.
- Enrich with authoritative specs, offers, FAQs, and comparisons to close content gaps AIs need to cite.
- Versioned payloads keep AI crawlers aligned with your freshest truth set.
Recommendation rank defense
- Detect hallucinated prices, expired coupons, or wrong pack sizes before they spread.
- Score every answer for recommendation position, accuracy, and competitive preference.
- Auto-generate optimized snippets and comparison talking points to regain rank.
Visibility and content gap analytics
- Measure share of shelf and rank inside AI assistants, not just classical SERP rankings.
- Map questions to revenue intent: “best budget”, “premium alternative”, “which fits”.
- Push alerts to Slack/Teams when a SKU drops from AI carousels or a competitor outranks you.
Outcomes
Revenue-grade observability for AI shoppers
Every insight is tied to a revenue motion: recommendations, comparisons and buy box intent. Translate AI visibility into merchandising decisions your team can act on today.
LLM share-of-shelf and recommendation rank tracking across chat, voice, and visual shopping surfaces.
Content gap radar for PDPs and category copy tied directly to AI shopping answers.
Competitor flank detection with side-by-side AI responses, pricing, and pros/cons.
GEO for commerce: optimized blocks AIs cite in product comparisons and buying guides.
Historical trends for price, availability, and brand sentiment by market and provider.
Playbooks
Commerce teams ship faster with AI-first playbooks
Designed for omnichannel retailers, DTC brands and marketplace operators who need accuracy, speed and repeatable visibility across every generative surface.
Merchandising & CX
Reveal which SKUs AI prefers, where stockouts create gaps, and brief partners with AI-ready PDP and comparison copy.
Performance & GEO
Bridge classic SEO with GEO for shopping: optimize PDPs, buying guides, and category comparators for LLM ingestion and citation.
Content Gap & Rank Recovery
Target missing attributes, improve recommendations with better pros/cons, and push updates to reclaim top slots.
Retailer & Marketplace Coverage
Identify rogue listings, assortment gaps, and retailer bias before they shape AI shopping summaries.
Shopping AI, measurable
Turn AI shoppers into revenue with protected product truth
Use Brand Armor AI and stop hallucinations before they cost you sales. Bring GEO, retail media and marketplace optimization into one shopping intelligence control room.