Photo Verification for Retail & CPG
Turn shelf photos into actionable intelligence. AI-powered planogram verification, share of shelf measurement, and promotional display compliance—replacing 30-minute manual audits with 95%+ accurate instant analysis.
Industry Challenges
$82 Billion Lost to Empty Shelves Annually
US CPG sales lost to out-of-stocks hit $82 billion in a single year. The global average out-of-stock rate is 8.3%—meaning 1 in 12 products is unavailable when shoppers want to buy. Shoppers encounter stockouts on 1 in 3 shopping trips.
Planogram Compliance Is Only 40%
Actual display compliance rates average just 40%, while CPG marketers assume it's 70%—a 30-point perception gap. Planograms drift out of compliance at 10% per week without active monitoring. Poor execution costs $1M–$30M per retailer.
Manual Audits Are Slow and Inaccurate
Manual shelf audits take 20–30+ minutes per store and achieve only 30–60% accuracy. With field reps averaging 8 visits per day at $50–$150 per visit, errors compound into millions in misallocated trade spend.
72% of Trade Promotions Lose Money
CPG companies spend $200 billion+ annually on trade promotions, but 72% don't turn a profit. Without verification that displays are actually set up correctly in-store, promotional investments evaporate—42% of displays are found noncompliant.
Phantom Inventory Hides the Problem
Phantom inventory accounts for 8% of all inventory losses—the system says it's in stock, but the shelf is empty. 20% of out-of-stocks remain unresolved for more than 3 days because no one can see the actual shelf.
Competitive Visibility Is a Blind Spot
Without AI, measuring share of shelf versus competitors requires manual counting at every store visit. Brands with higher shelf visibility achieve 15–20% higher sales, but most can't measure it at scale.
How VerifyAI Helps
Instant Shelf Analysis from a Photo
Field reps snap a photo of the shelf. AI automatically identifies products, counts facings, reads price tags via OCR, and checks compliance against the planogram—all in seconds, replacing 30-minute manual counts.
95%+ Planogram Compliance Verification
AI compares shelf photos against planogram databases in real-time, flagging deviations in product position, shelf height, facing count, and missing SKUs. Achieves 95%+ accuracy versus 30–60% with manual audits.
Share of Shelf & Competitive Monitoring
Automatically calculate share of shelf and identify competitor positioning, pricing, and promotions from the same shelf photo. Track competitive dynamics across every store visit without additional time investment.
Promotional Display Verification
AI verifies that negotiated endcaps, shippers, and floor displays are actually set up correctly. Close the 30-point gap between assumed and actual display compliance—and hold retailers accountable for trade spend.
Price Tag Accuracy Checking
OCR reads shelf labels and cross-checks against POS pricing databases. Over 50% of stores have pricing mismatches—AI flags them instantly with color-coded overlays showing exactly where prices are wrong.
Offline Capture, Real-Time Sync
Full photo capture and analysis without connectivity—essential for stores with poor WiFi or cellular. Results sync automatically when the rep's device reconnects, with no data lost.
How It Works
Capture
Field rep photographs store shelves and promotional displays during visits
Verify
AI matches planograms, measures share-of-shelf, and reads pricing via OCR
Act
Non-compliant stores are flagged with specific fix actions, prioritizing high-impact corrections
Everything You Need. Nothing You Don't.
Enterprise-grade photo verification with the simplicity of a consumer product
Fast Hosted Verification
SDKs capture photos and send them to a managed verification API with quick feedback and server-side policy updates.
Semantic Scene Understanding
Understands sidewalks, roads, parking zones, curbs, and obstacles—not just GPS coordinates.
Offline Retry Workflows
Queue supported verification requests locally and replay them when connectivity returns.
Privacy-First Architecture
Encrypted uploads, configurable retention, and regional storage options help you meet privacy requirements.
Policy-as-Code
Translate complex parking regulations into executable vision models. Auto-enforced compliance.
Real-Time Analytics
Compliance hotspots, violation patterns, and fleet insights—all in one dashboard.
Continuous Learning
Models improve automatically. Monthly retraining included at no extra cost.
Enterprise Security
SOC 2 Type II audit in progress, running on SOC 2 / ISO 27001 infrastructure. Built-in fraud prevention detects duplicate photos and AI-generated images. Role-based access with full audit logs.
On-Device or Cloud. Your Choice.
Run verifications directly on the phone for maximum speed and privacy, or use our cloud API for maximum flexibility. Or both.
Edge Capabilities
- Scooter parking compliance
- Vehicle damage detection
- Proof of delivery verification
- Real-time camera guidance
- Automatic face & plate blurring
- Offline queue with auto-sync
Best of Both Worlds: Hybrid Mode
Run on-device for instant results. When confidence is low or you need custom policies, automatically fall back to the cloud API. Offline verifications queue locally and sync when connectivity returns.
Measurable Impact
Simple Pricing. Massive Savings.
No annual contracts. No minimums. No hidden fees. Transparent tiered pricing — each band's rate applies only to verifications in that volume range, so your effective rate drops as you scale.
Simple pass/fail verification that confirms the expected vehicle is visible in the submitted image.
Savings Calculator
Tiered pricing: the first 100k verifications bill at the Pay-as-you-go rate, the next 100k–1M at the Growth rate, and 1M+ at the Scale rate. Your effective rate blends across bands.
* Comparison based on typical competitor pricing ($40k/year + $0.02/event overage).
Pay-as-you-go
No commitment. Perfect for pilots.
per verification in this band
No commitment, no minimums
Growth
For 100k+ monthly verifications
per verification in this band
Volume pricing starts at 100k/month
Scale
For 1M+ monthly verifications
per verification in this band
Pricing locks at high volume
Need more than six custom rules or bespoke commercial terms? See the — scoped by order form for complex compliance policies, dedicated support, and negotiated SLAs.
How We Compare
Same capabilities. Fraction of the cost. Zero lock-in.
Best Choice VerifyAI | Captur.ai | Luna | Drover AI | |
|---|---|---|---|---|
| Per-verification pricing | $0.008 | $0.02 (Est.) | $10-20/vehicle | $5-15/vehicle |
| Annual commitment | None | $40k (Est.) | Required | Required |
| Monthly minimums | None | $5k/month (Est.) | Per-vehicle | Per-vehicle |
| Edge processing | ||||
| Hardware required | Optional | |||
| Integration time | Days | Weeks | Weeks | Months |
| Offline support | ||||
| Model retraining | Included | Monthly (extra) | Custom | Custom |
Frequently Asked Questions
Ready to See What's Really on the Shelf?
Join CPG brands using VerifyAI to replace manual audits with AI-powered shelf verification—catching out-of-stocks, verifying compliance, and recovering millions in lost revenue.