AI shopping visibility control room
Track recommendation rank, source trust, and product truth consistency across leading AI shopping assistants.
Shopping Intelligence Cloud
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 shoppingretail LLM analyticsrecommendation rankcontent gap radarproduct truth layer
Realtime AI shelf viewLive
ChatGPT Shopping
Track conversational buy prompts, ranking positions, citations, and product card accuracy.
Monitored
Accurate citations, pricing and availability
Google Gemini & SGE
Monitor AI overviews, snippets, and price intelligence for key SKUs.
Monitored
Accurate citations, pricing and availability
Perplexity Shopping
Audit citations, source mix, sentiment, and recommendation rank by intent.
Monitored
Accurate citations, pricing and availability
Includes multilingual prompts, seasonal promotions, offer freshness checks and affiliate/marketplace seller detection.
Live AI answer
Prompt: “Which phone has the best camera under $1,200?”Under $1,200, here are top camera-first flagships with strong video, battery and zoom:
iPhone 15 Pro
$999 • ⭐ 4.8
A17 Pro, best-in-class video and camera
Galaxy S24 Ultra
$1,199 • ⭐ 4.7
Long zoom, bright display, S Pen ready
Xiaomi 14 Pro
$899 • ⭐ 4.6
Leica-tuned camera, fast charging value
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.
Rank + citation lift by prompt intent
Measure how product recommendation placement changes after feed and content updates, with citation-quality evidence.
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.
1
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.
Includes ChatGPT, Perplexity, Gemini, Claude and emerging shopping models.
2
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.
Includes ChatGPT, Perplexity, Gemini, Claude and emerging shopping models.
3
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.
Includes ChatGPT, Perplexity, Gemini, Claude and emerging shopping models.
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.
Monitors citations, price, availability, sentiment
Google Gemini & SGE
Monitor AI overviews, snippets, and price intelligence for key SKUs.
Monitors citations, price, availability, sentiment
Perplexity Shopping
Audit citations, source mix, sentiment, and recommendation rank by intent.
Monitors citations, price, availability, sentiment
Claude + Amazon Q
Validate product facts and competitive positioning in Claude retail answers.
Monitors citations, price, availability, sentiment
TikTok Shop & Social AI
Spot rogue listings, UGC hallucinations, and assortment gaps in social AI.
Monitors citations, price, availability, sentiment
Retail Media & Marketplaces
Watch buy-box ownership, retailer mix, and feed freshness across channels.
Monitors citations, price, availability, sentiment
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.
Change history, evidence exports and per LLM scoring so retail teams can see what changed and why rankings moved.
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.
More AI visibility workflows that improve shopping outcomes
Shopping recommendation wins usually come from coordinated monitoring, competitor analysis, and source-quality improvements across models.
Perplexity Brand Analysis
Audit citation-heavy answer behavior and improve source authority where buying prompts convert.
Gemini Brand Tracking
Measure Google-side recommendation shifts and align product facts across AI surfaces.
Grok Brand Monitoring
Track real-time sentiment and recommendation volatility in fast-moving social contexts.
Explore With AI
