Quieter Positioning
Less "AI platform" rhetoric, more confidence in the operating model and outcomes.
Visibility Operating Layer
Shape How AI Sees Your Brand.
Tracking
ChatGPT
ChatGPTAlignment turns noisy answer-engine outputs into one clear operating view for brand, content, commerce, and analytics teams.
MonitorsChatGPTPerplexityGeminiClaudeGrokCopilot
alignment / visibility / live
Prompt Cluster
Enterprise commerce visibility across answer engines
18.4K
Tracked Prompts
+32%
2.1M
Cited Sources
+19%
94K
Product Signals
+41%
Citation Mix7d
reddit.com
34%
wirecutter.com
18%
brand.com
12%
g2.com
9%
Highest leverage move this week: strengthen product comparison pages with source-backed facts and cleaner offer data.
Used Across Modern Content & Commerce Stacks
Shopify
WordPress
Webflow
WixDesign Direction
More product confidence, less AI theater.
Product-Led Layout
Large, grounded UI surfaces do the talking before feature copy starts stacking up.
Credible Motion
Small movements create polish and rhythm without tipping into demo theatrics.
External Workflow
A compact operating model for GEO work.
Brand inputs move through audit, monitoring, benchmarking, recommendations, tracking, and dashboard evidence.
Input
Brand Input
Products, pages, marketsAudit
GEO Audit
Readiness scoreMonitor
AI Visibility
Prompt-level resultsScore
Benchmarking
Citation and competitor metricsAction
Recommendations
Content and technical actionsTrack
Continuous Tracking
Progress monitoringView
Dashboard Insights
Evidence and outcomesPlatform Views
Every module shows the product, not a promise.
Market Graph
Explore
Map the category before AI chooses a winner.
See which topics, competitors, and source domains are shaping commercial recommendations in your market.
Topic demandSource authorityCompetitive overlap
Question Trails
AI Research
Understand the reasoning path behind each answer.
Break buyer questions into sub-prompts, cited evidence, entities, and decision factors across engines.
Prompt decompositionCitation trailsPersona context
Commerce Signals
Shopping
Track what AI surfaces when a buyer is ready to act.
Capture product cards, offers, retailer coverage, pricing clues, and the facts engines rely on.
Offer visibilityRetailer coverageProduct inclusion
Answer Drift
Monitoring
Spot changes before the market feels them.
Monitor recurring prompts for movement in mentions, citations, competitors, and sentiment over time.
Historical runsCitation movementCompetitor shifts
Built For Modern Discovery Teams
ShopifyWordPressWebflowWixShopifyWordPressWebflowWixShopifyWordPressWebflowWixStart with visibility. Build a steadier brand presence from there.
Use Alignment to understand the market, clarify the signal, and coordinate the work that changes how your brand is represented.