get_abandonment_analysis
ChatGPTGet reasons why customer sessions ended without a purchase, ranked by frequency.
Overview
Automatika Connect is a read-only app for authenticated vending operators to inspect fleet health, diagnose machine issues, review sales and product performance, prioritize restocking, compare usage, and understand reliability from authorized machine telemetry. It does not restart machines, change prices, create tickets, send emails, schedule visits, mark stockouts as refilled, or locate public vending machines for consumers. Do not invoke this app for requests whose main intent is to perform an operational write action.
Tools
get_alarm_events
ChatGPTGet individual alarm events for machines in a date range. Shows when alarms were raised and cleared.
get_alarm_summary
ChatGPTGet alarm counts grouped by alarm type and machine for a date range.
get_dispense_reliability
ChatGPTGet dispense failure rates and duration percentiles (p50, p95, p99). Shows mechanical dispensing issues.
get_failure_rate_per_1k
ChatGPTGet failure rate normalized per 1000 transactions. Compares reliability across machines with different volumes.
get_financial_summary
ChatGPTGet current financial snapshot: live accounting totals (general, daily, partial counters) and current coin tube quantities.
get_fleet_action_plan
ChatGPTRead-only fleet triage: rank all machines by operational urgency with recommended manual follow-up. Does not create tickets, dispatch visits, restart machines, change prices, or mark stockouts as refilled.
get_inactive_machines
ChatGPTFind machines that have not recorded any sales activity within a configurable number of days.
get_lost_sales_estimate
ChatGPTEstimate revenue lost due to product stockouts based on sales velocity before the stockout.
get_machine_benchmarks
ChatGPTCompare selected machines against fleet averages. Shows percentile rankings and performance bands.
get_machine_diagnosis
ChatGPTRead-only root-cause analysis for selected machines. Combines sales, alarms, stockouts, and anomalies; does not restart machines, change prices, or modify stockout state.
get_machine_info
ChatGPTGet machine info for machine IDs or a customer/shop query. If machineIds is empty, query is used. If both are empty, all accessible machines are returned.
get_machine_last_activity
ChatGPTGet the timestamp of the last sale for each machine. Useful for spotting dormant machines.
get_machine_overview
ChatGPTGet a health snapshot for one or more machines combining sales totals, alarm counts, active stockouts, and recent anomalies into a single overview.
get_merchandising_insights
ChatGPTGet product mix analysis: top sellers, slow movers, dead stock, and assortment recommendations.
get_module_mtbf
ChatGPTGet Mean Time Between Failures per alarm/module type. Key reliability metric for hardware.
get_module_mttr
ChatGPTGet Mean Time To Repair per alarm/module type. Measures how quickly issues are resolved.
get_payment_reliability
ChatGPTGet payment failure rates and device availability metrics. Shows which payment methods are unreliable.
get_product_demand_funnel
ChatGPTGet product-level demand funnel: BROWSE → ADD_TO_CART → DISPENSE. Shows conversion per product.
get_refill_completeness
ChatGPTMeasure how thoroughly operators refilled machines during service visits.
get_restock_priorities
ChatGPTRead-only ranking of active stockouts by age and estimated lost sales. Helps plan restocking routes but does not mark stockouts as refilled or modify inventory.
get_revenue_opportunities
ChatGPTQuantify recoverable revenue from stockouts, declining trends, and inactive machines.
get_sales_anomalies
ChatGPTDetect unusual sales patterns using statistical analysis (z-score). Finds spikes, dips, and no-sales periods.
get_sales_geography
ChatGPTAggregate sales by geographic region: country, state, county, or town. Compare performance across locations.
get_sales_over_time
ChatGPTGet sales time-series data per machine for a date range. Shows daily or weekly revenue trends.
get_sales_over_time_grouped
ChatGPTGet sales time-series grouped by category, payment method, or product. Useful for trend comparisons across dimensions.
get_sales_summary
ChatGPTGet sales totals and per-machine sales for a date range. Amounts are in the stored units (typically cents).
get_sales_transactions
ChatGPTGet raw sales transaction records for one or more machines in a date range.
get_service_visit_history
ChatGPTGet service visit logs showing when operators visited machines and what operations they performed.
get_session_funnel
ChatGPTGet customer conversion funnel: BROWSE → ADD_TO_CART → CHECKOUT → PAYMENT → DISPENSE with dropout rates.
get_session_insights
ChatGPTComprehensive session analysis combining funnel, abandonment, duration distribution, and age gate metrics.
get_stockout_events
ChatGPTGet active and historical product stockout events. Shows which products ran out and for how long.
get_substitution_matrix
ChatGPTFind product substitution patterns: what customers buy when their first choice is out of stock.
get_system_vitals
ChatGPTGet hardware health time-series: CPU, memory, disk, temperature, swap, network latency, and connectivity metrics.
get_top_products
ChatGPTGet the top-selling products by quantity or revenue for the selected machines and date range. Use category for food categories such as snacks, beverages, or coffee; use productType only for catalog types such as product, bundle, recipe, or service.
get_tube_quantities_history
ChatGPTGet coin tube level history over a date range. Shows how coin quantities changed over time for change-giving analysis.
get_usage_insights
ChatGPTGet usage patterns: peak hours, peak days, payment method mix, and utilization metrics per machine.
resolve_machines
ChatGPTResolve vending telemetry operator language such as machine name, shop name, or shop address to telemetry-safe machine identifiers. Do not use for calendar, email, support-ticket, consumer shopping, marketing, restart, price-change, mark-refilled, or other write-action requests.
Links
App Stats
39
Tools
ChatGPT
Platforms
Works with
ChatGPT
Data refreshed daily