Everything you need to price with confidence.
Built for real competition — not adapted from retail analytics tools.
MPN-Level Accuracy
We match by manufacturer part number, not keyword. Normalization handles variant suffixes, packaging codes, and manufacturer-prepended catalog codes.
AI-Assisted Competitor Onboarding
Point us at any competitor URL. Our AI maps their catalog to yours using Firecrawl site analysis and Claude Sonnet matching.
Confidence Scoring
Every observation gets a multi-dimension confidence score. Anomalies — compatible listings, price outliers, SERP-only data — are flagged automatically.
UOM & Pack Size Handling
Prices are normalized to per-unit cost. A 100-count box and a single unit are compared correctly.
Flexible Scraping Architecture
Shopify JSON endpoints, BrightData structured scrapers, and Firecrawl AI extraction — matched to each competitor's tech stack.
Actionable Reporting
See above/at/below market position per SKU. Download CSVs formatted for ERP import.
Competitor Onboarding Workflow
Accelerate your market visibility from weeks to hours. Our automated ingestion engine crawls competitor domains, identifies pricing schemas, and cross-references your internal SKU list to build an accurate, living competitive map.
- check_circleAutomatic URL Discovery
- check_circleCross-Catalog Normalization
Confidence Scoring Explained
Not all data is created equal. Sentinel Pricing assigns a multi-dimensional score to every data point, assessing source reliability, historical consistency, and environmental context.
Competitive Position Dashboard
Get a birds-eye view of your market posture. Identify categories where you are bleeding margin or losing volume due to non-competitive pricing. Sentinel Pricing turns raw numbers into a tactical roadmap.
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