count_orders
ChatGPTCount the user's orders across ALL their connected shops (Shopee, Lazada, TikTok). Every parameter is optional: platform ('shopee' / 'lazada' / 'tiktok') narrows to one platform — omit it to count every shop; fromDate / toDate are inclusive calendar dates in YYYY-MM-DD form (e.g. '2026-05-17') bounding the order date. Returns a single integer total. To list the orders themselves use list_orders.
count_orders
ChatGPTCount the user's orders across ALL their connected shops (Shopee, Lazada, TikTok). Every parameter is optional: platform ('shopee' / 'lazada' / 'tiktok') narrows to one platform — omit it to count every shop; fromDate / toDate are inclusive calendar dates in YYYY-MM-DD form (e.g. '2026-05-17') bounding the order date. Returns a single integer total. To list the orders themselves use list_orders.
count_unshipped_orders
ChatGPTCount orders that are awaiting shipment (pending fulfilment) — an at-a-glance fulfilment backlog.
count_unshipped_orders
ChatGPTCount orders that are awaiting shipment (pending fulfilment) — an at-a-glance fulfilment backlog.
fetch
ChatGPTFetch the full record for a single DataGlass product by an id returned from the search tool (of the form 'canonical-product:<id>'). Returns the product with its canonical attributes (name, SKU, COGS, stock, margin stats) and all of its platform bindings (Shopee / Lazada / TikTok shop, item, model ids, price, stock) as { id, title, text, url, metadata }. Scoped to the authenticated user's own products.
fetch
ChatGPTFetch the full record for a single DataGlass product by an id returned from the search tool (of the form 'canonical-product:<id>'). Returns the product with its canonical attributes (name, SKU, COGS, stock, margin stats) and all of its platform bindings (Shopee / Lazada / TikTok shop, item, model ids, price, stock) as { id, title, text, url, metadata }. Scoped to the authenticated user's own products.
get_bundle_deal_recommendations
ChatGPTBundle-deal recommendations: product groupings to offer as a bundle to lift basket size.
get_bundle_deal_recommendations
ChatGPTBundle-deal recommendations: product groupings to offer as a bundle to lift basket size.
get_commission_impact
ChatGPTEstimated profit impact on a Shopee shop of upcoming commission-rate changes.
get_commission_impact
ChatGPTEstimated profit impact on a Shopee shop of upcoming commission-rate changes.
get_commission_overview
ChatGPTShopee commission-rate overview for a shop's product categories (current declared rates).
get_commission_overview
ChatGPTShopee commission-rate overview for a shop's product categories (current declared rates).
get_demand_chart
ChatGPTHistorical and forecasted demand time series for a product/SKU, ready for charting.
get_demand_chart
ChatGPTHistorical and forecasted demand time series for a product/SKU, ready for charting.
get_estimated_margin
ChatGPTEstimated profit margin for a product when an explicit COGS is not set (inferred/baseline cost). Use when get_product_costs has no actual cost on file.
get_estimated_margin
ChatGPTEstimated profit margin for a product when an explicit COGS is not set (inferred/baseline cost). Use when get_product_costs has no actual cost on file.
get_financial_overview
ChatGPTCross-platform realized-profit overview for the authenticated user, rolled up across ALL their shops (Shopee + TikTok + Lazada): total profit, revenue-weighted average margin, top/worst products, and a cost-breakdown P&L. Optional body tunes the window (lookbackDays / from / to), topN, and includeVat. Self-scoped — no shopId needed.
get_financial_overview
ChatGPTCross-platform realized-profit overview for the authenticated user, rolled up across ALL their shops (Shopee + TikTok + Lazada): total profit, revenue-weighted average margin, top/worst products, and a cost-breakdown P&L. Optional body tunes the window (lookbackDays / from / to), topN, and includeVat. Self-scoped — no shopId needed.
get_inventory_alerts
ChatGPTList the authenticated user's inventory reorder-point alerts: live (open/acknowledged) alerts first, then resolved history. An alert fires when a SKU's stock reaches its reorder point and auto-resolves once stock recovers. Optional status filter (e.g. 'open') narrows the list. Self-scoped — no shopId needed.
get_inventory_alerts
ChatGPTList the authenticated user's inventory reorder-point alerts: live (open/acknowledged) alerts first, then resolved history. An alert fires when a SKU's stock reaches its reorder point and auto-resolves once stock recovers. Optional status filter (e.g. 'open') narrows the list. Self-scoped — no shopId needed.
get_inventory_forecast
ChatGPTDemand forecast for a product/SKU over the planning horizon.
get_inventory_forecast
ChatGPTDemand forecast for a product/SKU over the planning horizon.
get_lazada_financial_overview
ChatGPTLazada seller P&L overview: total profit, average margin, top/worst products, and cost breakdown.
get_lazada_financial_overview
ChatGPTLazada seller P&L overview: total profit, average margin, top/worst products, and cost breakdown.
get_lazada_product_breakdowns
ChatGPTBatch per-product profit breakdowns for many Lazada products at once (pass a list of product ids).
get_lazada_product_breakdowns
ChatGPTBatch per-product profit breakdowns for many Lazada products at once (pass a list of product ids).
get_lazada_product_profit
ChatGPTPer-product forward-profit breakdown for one Lazada product: revenue, platform fees, COGS, and net margin.
get_lazada_product_profit
ChatGPTPer-product forward-profit breakdown for one Lazada product: revenue, platform fees, COGS, and net margin.
get_lazada_sku_breakdowns
ChatGPTPer-SKU forward-profit breakdown for all of a Lazada seller's SKUs (variant-level revenue, fees, COGS, margin).
get_lazada_sku_breakdowns
ChatGPTPer-SKU forward-profit breakdown for all of a Lazada seller's SKUs (variant-level revenue, fees, COGS, margin).
get_margin_defense_actions
ChatGPTMargin-defence actions for Shopee commission-rate increases: discount-trim / price-raise moves that preserve margin when commission rises.
get_margin_defense_actions
ChatGPTMargin-defence actions for Shopee commission-rate increases: discount-trim / price-raise moves that preserve margin when commission rises.
get_open_purchase_orders
ChatGPTList open purchase orders / inbound stock not yet received.
get_open_purchase_orders
ChatGPTList open purchase orders / inbound stock not yet received.
get_order
ChatGPTGet the full detail of a single order by its id, including line items, quantities, prices, and fees.
get_order
ChatGPTGet the full detail of a single order by its id, including line items, quantities, prices, and fees.
get_price_buffer_recommendations
ChatGPTPrice-buffer / discount margin-defence recommendations (Shopee & TikTok) that protect margin against fee or cost changes.
get_price_buffer_recommendations
ChatGPTPrice-buffer / discount margin-defence recommendations (Shopee & TikTok) that protect margin against fee or cost changes.
get_product_costs
ChatGPTThe stored cost basis (COGS / manufacturing-cost components) behind every profit and margin figure for the user's products. Use to audit or verify margin calculations.
get_product_costs
ChatGPTThe stored cost basis (COGS / manufacturing-cost components) behind every profit and margin figure for the user's products. Use to audit or verify margin calculations.
get_reorder_plan
ChatGPTComputed (s,S) reorder policies: when to reorder and how much, per SKU.
get_reorder_plan
ChatGPTComputed (s,S) reorder policies: when to reorder and how much, per SKU.
get_shopee_ads_performance
ChatGPTActive Shopee ad campaigns with spend, GMV, orders, and ROAS — the live ads dashboard for a shop.
get_shopee_ads_performance
ChatGPTActive Shopee ad campaigns with spend, GMV, orders, and ROAS — the live ads dashboard for a shop.
get_shopee_ads_recommendations
ChatGPTShopee ads budget and bid recommendations for a shop.
get_shopee_ads_recommendations
ChatGPTShopee ads budget and bid recommendations for a shop.
get_shopee_boost_recommendations
ChatGPTShopee product-boost recommendations (which products to boost in search / ads).
get_shopee_boost_recommendations
ChatGPTShopee product-boost recommendations (which products to boost in search / ads).
get_shopee_corrected_roas
ChatGPTCorrected (true) advertising ROAS for a Shopee shop after adjusting for cancelled/returned orders.
get_shopee_corrected_roas
ChatGPTCorrected (true) advertising ROAS for a Shopee shop after adjusting for cancelled/returned orders.
get_shopee_cost_breakdown
ChatGPTShop-level cost-line breakdown for a Shopee shop: each cost component (commission, transaction fee, service fee, shipping, COGS, ads) behind the P&L.
get_shopee_cost_breakdown
ChatGPTShop-level cost-line breakdown for a Shopee shop: each cost component (commission, transaction fee, service fee, shipping, COGS, ads) behind the P&L.
get_shopee_financial_overview
ChatGPTHeadline realized-profit overview for ONE Shopee shop (path args shopId + region, e.g. region 'TH'): total profit, revenue-weighted average margin, period-over-period comparison, and COGS coverage. Optional body tunes the window (from / to), topN, compareToPrevious, includeVat. Use list_shopee_shops first to get the shopId/region.
get_shopee_financial_overview
ChatGPTHeadline realized-profit overview for ONE Shopee shop (path args shopId + region, e.g. region 'TH'): total profit, revenue-weighted average margin, period-over-period comparison, and COGS coverage. Optional body tunes the window (from / to), topN, compareToPrevious, includeVat. Use list_shopee_shops first to get the shopId/region.
get_shopee_gms_target_roas_recommendations
ChatGPTShop-level GMV Max (GMS) target-ROAS recommendations for Shopee.
get_shopee_gms_target_roas_recommendations
ChatGPTShop-level GMV Max (GMS) target-ROAS recommendations for Shopee.
get_shopee_pnl_flow
ChatGPTShopee shop P&L waterfall: how gross revenue flows down through each cost to net profit.
get_shopee_pnl_flow
ChatGPTShopee shop P&L waterfall: how gross revenue flows down through each cost to net profit.
get_shopee_product_breakdowns
ChatGPTBatch per-product profit breakdowns for many Shopee products at once (pass a list of product ids).
get_shopee_product_breakdowns
ChatGPTBatch per-product profit breakdowns for many Shopee products at once (pass a list of product ids).
get_shopee_product_profit
ChatGPTPer-product forward-profit breakdown for one Shopee product: revenue, platform fees, COGS, and net margin.
get_shopee_product_profit
ChatGPTPer-product forward-profit breakdown for one Shopee product: revenue, platform fees, COGS, and net margin.
get_shopee_product_roas
ChatGPTProfit-adjusted advertising ROAS for one Shopee product, with ad-cancellation deduplication applied (a truer ROAS than the platform's reported figure).
get_shopee_product_roas
ChatGPTProfit-adjusted advertising ROAS for one Shopee product, with ad-cancellation deduplication applied (a truer ROAS than the platform's reported figure).
get_shopee_target_roas_recommendations
ChatGPTMargin-based target-ROAS recommendations for Shopee auto-bidding ad campaigns.
get_shopee_target_roas_recommendations
ChatGPTMargin-based target-ROAS recommendations for Shopee auto-bidding ad campaigns.
get_shopee_variant_breakdowns
ChatGPTPer-variant (model) profit breakdowns for specific Shopee product models (pass a list of model ids).
get_shopee_variant_breakdowns
ChatGPTPer-variant (model) profit breakdowns for specific Shopee product models (pass a list of model ids).
get_tiktok_budget_recommendations
ChatGPTTikTok GMV Max campaign budget recommendations for a shop.
get_tiktok_budget_recommendations
ChatGPTTikTok GMV Max campaign budget recommendations for a shop.
get_tiktok_campaign_roas
ChatGPTTrue per-campaign ROAS for TikTok GMV Max ads, deduplicated for cancelled/returned orders.
get_tiktok_campaign_roas
ChatGPTTrue per-campaign ROAS for TikTok GMV Max ads, deduplicated for cancelled/returned orders.
get_tiktok_financial_overview
ChatGPTTikTok Shop P&L overview: total profit, average margin, top/worst products, and cost breakdown.
get_tiktok_financial_overview
ChatGPTTikTok Shop P&L overview: total profit, average margin, top/worst products, and cost breakdown.
get_tiktok_product_breakdowns
ChatGPTBatch per-product profit breakdowns for many TikTok products at once (pass a list of product ids).
get_tiktok_product_breakdowns
ChatGPTBatch per-product profit breakdowns for many TikTok products at once (pass a list of product ids).
get_tiktok_product_profit
ChatGPTPer-product forward-profit breakdown for one TikTok product: revenue, platform fees, COGS, and net margin.
get_tiktok_product_profit
ChatGPTPer-product forward-profit breakdown for one TikTok product: revenue, platform fees, COGS, and net margin.
get_tiktok_sku_breakdowns
ChatGPTPer-SKU forward-profit breakdowns for specific TikTok SKUs (pass a list of SKU ids).
get_tiktok_sku_breakdowns
ChatGPTPer-SKU forward-profit breakdowns for specific TikTok SKUs (pass a list of SKU ids).
get_tiktok_target_roas_recommendations
ChatGPTTikTok GMV Max target-ROAS recommendations for a shop.
get_tiktok_target_roas_recommendations
ChatGPTTikTok GMV Max target-ROAS recommendations for a shop.
list_lazada_products
ChatGPTList a Lazada seller's products with current stock, price, units sold, and profit margin (paginated). Requires the seller id from list_lazada_shops.
list_lazada_products
ChatGPTList a Lazada seller's products with current stock, price, units sold, and profit margin (paginated). Requires the seller id from list_lazada_shops.
list_lazada_shops
ChatGPTList all of the authenticated user's connected Lazada sellers (account id, name, region). Call this first to discover which Lazada accounts the user owns before using a seller-scoped Lazada tool.
list_lazada_shops
ChatGPTList all of the authenticated user's connected Lazada sellers (account id, name, region). Call this first to discover which Lazada accounts the user owns before using a seller-scoped Lazada tool.
list_orders
ChatGPTList the user's orders across connected shops over a date range (paginated). Returns order id, platform, status, buyer-paid total, and timestamps.
list_orders
ChatGPTList the user's orders across connected shops over a date range (paginated). Returns order id, platform, status, buyer-paid total, and timestamps.
list_products
ChatGPTFetch the authenticated user's canonical products with all their platform bindings attached. POST a list of filter objects (CanonicalProductSearchParams) in body — filter by canonical id, name, sku, modelSku, or scope to a platform / platformShopId. Each result carries canonical attrs (name/sku/cogs/stock/margin) plus its Shopee/Lazada/TikTok bindings. Use the search tool for free-text lookup.
list_products
ChatGPTFetch the authenticated user's canonical products with all their platform bindings attached. POST a list of filter objects (CanonicalProductSearchParams) in body — filter by canonical id, name, sku, modelSku, or scope to a platform / platformShopId. Each result carries canonical attrs (name/sku/cogs/stock/margin) plus its Shopee/Lazada/TikTok bindings. Use the search tool for free-text lookup.
list_recommendations
ChatGPTList actionable recommendations (ads, pricing, margin defence) across the user's shops, newest first.
list_recommendations
ChatGPTList actionable recommendations (ads, pricing, margin defence) across the user's shops, newest first.
list_shopee_products
ChatGPTList a Shopee shop's products with current stock, price, units sold, and profit margin (paginated). Requires the shop id from list_shopee_shops.
list_shopee_products
ChatGPTList a Shopee shop's products with current stock, price, units sold, and profit margin (paginated). Requires the shop id from list_shopee_shops.
list_shopee_shop_accounts
ChatGPTShopee authorization status per (shop, app-type) grant; a non-null deauthorizedAt means the grant is revoked/expired and needs re-auth. Use to debug why a shop's orders or ads data is missing.
list_shopee_shop_accounts
ChatGPTShopee authorization status per (shop, app-type) grant; a non-null deauthorizedAt means the grant is revoked/expired and needs re-auth. Use to debug why a shop's orders or ads data is missing.
list_shopee_shops
ChatGPTList all of the authenticated user's connected Shopee shops (shop id, name, region, timezone, seller class). Use this to discover which shops the user owns before calling a shop-scoped tool that needs a shopId/region.
list_shopee_shops
ChatGPTList all of the authenticated user's connected Shopee shops (shop id, name, region, timezone, seller class). Use this to discover which shops the user owns before calling a shop-scoped tool that needs a shopId/region.
list_tiktok_shops
ChatGPTList all of the authenticated user's connected TikTok Shops (shop id, name, region). Call this first to discover which TikTok shops the user owns before using a shop-scoped TikTok tool. TikTok shop ids are opaque strings — pass them through unchanged.
list_tiktok_shops
ChatGPTList all of the authenticated user's connected TikTok Shops (shop id, name, region). Call this first to discover which TikTok shops the user owns before using a shop-scoped TikTok tool. TikTok shop ids are opaque strings — pass them through unchanged.
rank_lazada_products_by_profit
ChatGPTRank a Lazada seller's products by total profit over the period.
rank_lazada_products_by_profit
ChatGPTRank a Lazada seller's products by total profit over the period.
rank_shopee_products_by_profit
ChatGPTRank a Shopee shop's products by total profit over the period, surfacing the most and least profitable products.
rank_shopee_products_by_profit
ChatGPTRank a Shopee shop's products by total profit over the period, surfacing the most and least profitable products.
search
ChatGPTFree-text search across the authenticated user's DataGlass product catalog (canonical products across their Shopee, Lazada, and TikTok shops). Matches the query against product name, SKU, and model SKU, and — when the query is a numeric id — against platform listing item ids. Returns up to 50 ranked hits as { id, title, url }; pass a hit's id to the fetch tool to retrieve its full details. Use this to find a product before fetching it.
search
ChatGPTFree-text search across the authenticated user's DataGlass product catalog (canonical products across their Shopee, Lazada, and TikTok shops). Matches the query against product name, SKU, and model SKU, and — when the query is a numeric id — against platform listing item ids. Returns up to 50 ranked hits as { id, title, url }; pass a hit's id to the fetch tool to retrieve its full details. Use this to find a product before fetching it.
simulate_lazada_profit
ChatGPTSimulate the profit impact of a price or discount change on a Lazada product before applying it.
simulate_lazada_profit
ChatGPTSimulate the profit impact of a price or discount change on a Lazada product before applying it.
simulate_shopee_profit
ChatGPTSimulate the profit impact of a price or discount change on a Shopee product before applying it.
simulate_shopee_profit
ChatGPTSimulate the profit impact of a price or discount change on a Shopee product before applying it.
simulate_tiktok_profit
ChatGPTSimulate the profit impact of a price or discount change on a TikTok product before applying it.
simulate_tiktok_profit
ChatGPTSimulate the profit impact of a price or discount change on a TikTok product before applying it.
