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Scan Volume Trend
Valid vs Invalid over time
Confidence Levels
Score distribution
Top Products
By scan volume
| # | Product | Brand | Scans | Valid % |
|---|---|---|---|---|
Top Cities
From geo-tagged scans
🧾 Receipt Purchases
Products verified via receipt upload (+25 pts scans)
Recent Scans
Latest verified products with location & time
| Product | Brand | Status | Location | Scanned At |
|---|---|---|---|---|
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Daily Scan Volume
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Geo Timeline
Valid vs Invalid — geo scans only
Image Comparison
v1.6.0 — CompareImage results
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Scan Map
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Top Regions
Scan count by location
Top Brands by Volume
Admin view — all brands
Top Scanned Products
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| # | Product | Brand | Category | Scans | Valid % |
|---|---|---|---|---|---|
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Active Users & Points Awarded
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Confidence Score Distribution
AI + Barcode combined
Image Comparison Results
v1.6.0 — CompareImage feature
Fake Reports
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| Item Code | Product | Brand | Reports | Latest |
|---|---|---|---|---|
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AI Lens Scan History
Products identified via AI visual recognition
| Image | Product | Brand | Category | Confidence | Location | Date |
|---|---|---|---|---|---|---|
Pharma & Health Product Scans
Health care & medical device products with FDA recall status
| Product | Brand | Category | Barcode | FDA Recall | Location | Scanned |
|---|---|---|---|---|---|---|
MCP Agent Registry
All verification intelligence is delivered through Model Context Protocol (MCP) tools. Each data source registers as an independent agent — no hardcoded integrations.
Registered Data Sources
Live & roadmap agents
| Agent | Source | Region | Status | Latency | Calls |
|---|---|---|---|---|---|
| openFDA | US Food & Drug Administration | 🇺🇸 USA | Live | 142ms | 7,318 |
| gs1_lookup | GS1 / UPC Item Database | 🌍 Global | Live | 89ms | 7,318 |
| claude_vision | Anthropic Claude AI | 🌍 Global | Live | 680ms | 3,241 |
| health_canada | Health Canada / CFIA (33,563 records) | 🇨🇦 Canada | Live | 18ms | — |
| openfoodfacts | OpenFoodFacts — Allergens, Nutri-Score, Additives | 🌍 Global | Live | 320ms | — |
| location_risk | GPS Anomaly Engine | 🌍 Global | Live | 12ms | 7,318 |
| eu_mdr | EUDAMED — EU Medical Device Regulation | 🇪🇺 Europe | Roadmap Q3 2026 | — | — |
| cdsco_india | CDSCO — Central Drugs Standard Control | 🇮🇳 India | Roadmap Q4 2026 | — | — |
| fssai_lookup | FSSAI — Food Safety & Standards Authority of India | 🇮🇳 India | Roadmap Q4 2026 | — | — |
| tga_australia | TGA — Therapeutic Goods Administration | 🇦🇺 Australia | Planned 2027 | — | — |