1. Circana / NielsenIQ (NIQ) — Point-of-Sale (POS) Multi-Outlet (MULO) & Pet Specialty Scanner Data
Matchednielseniq_retail_pos_scanner_data · access=file · map_only
Metric/field weekly_dollar_sales_yoy, unit_sales_yoy, and all_commodity_volume_distribution_pct for Refrigerated Dog and Cat Food vs. Dry Kibble categories
Cadence irregular
Why it matters Institutional gold-standard for tracking retail sales velocity, fridge-door placement expansion, and market share inroads for Freshpet (FRPT) across grocery, mass, and pet specialty retail networks, as well as category-wide trade-up vs. trade-down behavior.
Signal to watch Double-digit YoY unit and dollar sales growth alongside rising ACV distribution confirms ongoing conversion to fresh pet food; unit growth lagging dollar growth signals inflation-dependent revenue with potential elasticity pushback.
Confidence: high
2. Bloomberg Second Measure / Earnest Analytics — Consumer Card Data Panel (Aggregated U.S. Credit and Debit Card Transactions)
Matchedbloomberg_second_measure_consumer_card_transactions · access=file · map_only
Metric/field monthly_sales_yoy, 90_day_customer_retention_rate_pct, and average_order_value_usd for Chewy (CHWY), Petco (WOOF), Bark (BARK), and PetMed Express (PETS)
Cadence irregular
Why it matters Direct measurement of transaction volume, active buyer frequency, subscription renewal durability (Autoship and subscription boxes), and wallet share retention across pure-play e-commerce, omnichannel specialty retail, and pet pharmacy merchants.
Signal to watch Retention rates exceeding 70% alongside steady order values signal enduring customer lifetime value (LTV) and autoship stickiness; contracting average ticket sizes and rising 90-day buyer churn indicate consumer belt-tightening.
Confidence: high
3. Placer.ai — Location Foot Traffic Analytics
Matched (medium)placer_ai_foot_traffic_visits · access=file · map_only
Metric/field weekly_visit_counts_yoy and median_dwell_time_minutes across Petco (WOOF), Tractor Supply / Petsense (TSCO), Pet Valu (PET.TO), and Pets at Home (PETS.LSE) store networks
Cadence irregular
Why it matters Quantifies in-store customer traffic to physical pet care centers, measuring the performance of integrated services (veterinary clinics, grooming salons, training) and verifying whether omnichannel footprint investments are generating traffic and cross-selling.
Signal to watch Positive visit trends combined with stable or increasing dwell times confirm the pull of experiential services and pet care clinics; sustained traffic declines signal market share loss to digital delivery and grocery mass merchants.
Confidence: high
4. VetSuccess (by Vetsource) / Animalytix — Veterinary Practice Performance Tracker & Animal Health Distribution Audit
Not in registry
Metric/field average_revenue_per_patient_invoice_usd, active_patient_visit_count_yoy, and companion_animal_diagnostic_and_therapeutic_dispensing_volume
Cadence monthly
Why it matters Aggregates Electronic Medical Record (EMR) and practice management software data from thousands of veterinary clinics. Directly measures clinical patient visit volume, willingness to approve diagnostic workups (IDXX), and pharmaceutical dispensing velocity (ZTS).
Signal to watch Simultaneous growth in patient visit volume and invoice size indicates healthy, price-inelastic demand for advanced companion animal medicine; declining visits with rising invoice size suggests pet parents are rationing routine wellness care while only presenting for severe acute conditions.
Confidence: high
5. Sensor Tower / Apptopia — Mobile App Intelligence & Telemetry Panel
Matched (medium)apptopia_mobile_audience_competitive_intelligence · access=file · map_only
Metric/field daily_active_users_dau, monthly_active_users_mau, and 30_day_retention_rate for the Chewy, Petco, and Trupanion mobile applications
Cadence irregular
Why it matters Measures active digital user engagement, mobile session frequency, and recurring order management. High mobile app retention directly correlates with reduced churn in Chewy autoship programs, Petco Vital Care memberships, and Trupanion policy management.
Signal to watch Rising DAU/MAU ratios and stable retention rates confirm strong engagement and recurring purchasing habits; declining active usage signals impending subscription churn and higher marketing re-engagement costs.
Confidence: high