Update to MerchantFlow
Snapshot Oct 24, 2026 · 13:20 UTC · version 1.1.0
Declared capabilities changed
Full description — Now says: ecommerce analytics from your connected Shopify and WooCommerce stores, including advertising performance from Meta Ads and Google Ads. Summarise profit and...
Observed in instructions or declared skills. Runtime behavior has not been tested.
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All fields and original values.
Full description
Sep 30, 2026 · 23:10 UTC
the ecommerce data in your MerchantFlow workspace. Explore profit and loss, compare periods, rank products by net profit, review ad spend, and measure cost-of-goods coverage. Additional capabilities cover orders, customer lifetime value,...
Oct 24, 2026 · 13:20 UTC
ecommerce analytics from your connected Shopify and WooCommerce stores, including advertising performance from Meta Ads and Google Ads. Summarise profit and loss, compare reporting periods, rank products by net profit, review advertising...
Long description
Sep 30, 2026 · 23:10 UTC
the ecommerce data in your MerchantFlow workspace. Explore profit and loss, compare periods, rank products by net profit, review ad spend, and measure cost-of-goods coverage. Additional capabilities cover orders, customer lifetime value,...
Oct 24, 2026 · 13:20 UTC
ecommerce analytics from your connected Shopify and WooCommerce stores, including advertising performance from Meta Ads and Google Ads. Summarise profit and loss, compare reporting periods, rank products by net profit, review advertising...
Short description
Sep 30, 2026 · 23:10 UTC
Analyze ecommerce profit
Oct 24, 2026 · 13:20 UTC
Profit, products and ad spend
Declared skills
Sep 30, 2026 · 23:10 UTC
[{"description":"Analyse ecommerce profitability with MerchantFlow. Use when the operator asks about P&L, net profit, margins, COGS, ad ROAS or MER, product or market profitability, cohort LTV, cash runway, or business valuation for a Sh...
Oct 24, 2026 · 13:20 UTC
[{"description":"Check that a newly connected MerchantFlow store is ready - integrations healthy, cost data covered, plan limits understood - then show the merchant what to ask first. Runs when the user chooses Set up for MerchantFlow or...
Compare saved observations
Download comparison JSONFull technical diff · 16 changed fields
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"MerchantFlow connects ChatGPT to the ecommerce data in your MerchantFlow workspace. Explore profit and loss, compare periods, rank products by net profit, review ad spend, and measure cost-of-goods coverage. Additional capabilities cover orders, customer lifetime value, inventory, store audits, and reports.\n\nThe connector provides read-only access to your authorized workspace through OAuth, including an interactive profit-and-loss view. Results reflect the integrations, available history, data coverage, and plan capabilities of your MerchantFlow account.\n\nA MerchantFlow account is required. Access can be revoked from MerchantFlow Settings > Developer > MCP."
"MerchantFlow connects ChatGPT to ecommerce analytics from your connected Shopify and WooCommerce stores, including advertising performance from Meta Ads and Google Ads.\n\nSummarise profit and loss, compare reporting periods, rank products by net profit, review advertising spend and performance, and check how much revenue has recorded cost-of-goods data. Explore orders, customer lifetime value, inventory, store audits, integration health and reports.\n\nOpen the interactive profit waterfall from the ChatGPT sidebar or a conversation panel, switch reporting periods, and discuss the figures in chat. Connect separate MerchantFlow accounts or stores and identify which store each connection belongs to.\n\nSet up optional ChatGPT monitoring workflows when a data sync completes, an anomaly is detected, or your Daily AI Summary is ready. Event availability depends on your permissions and enabled features. Daily AI Summary must be enabled in MerchantFlow.\n\nAnalytics tools are read-only. With the relevant OAuth permissions, app controls can save your own preferences and prepare a supplier-invoice cost-import draft. Invoice extraction counts toward your monthly allowance; costs change only when you apply the draft in MerchantFlow.\n\nMerchantFlow cannot issue refunds, change product prices or ad campaigns, or access a workspace you have not authorized. A MerchantFlow account is required. Results depend on connected integrations, sync status, cost coverage, available history and plan capabilities. Revoke access at any time from MerchantFlow Settings > Developer > MCP."
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changed /release/interface/default_prompts
[ "Summarise last month’s P&L and compare it with the previous month.", "Which five products made the most net profit last month?", "What percentage of revenue has accurate COGS coverage?" ]
[ "Summarise last month’s P&L and compare it with the previous month.", "Which five products made the most net profit last month?", "Compare Meta Ads and Google Ads performance over the last 90 days." ]
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null
changed /release/interface/long_description
"MerchantFlow connects ChatGPT to the ecommerce data in your MerchantFlow workspace. Explore profit and loss, compare periods, rank products by net profit, review ad spend, and measure cost-of-goods coverage. Additional capabilities cover orders, customer lifetime value, inventory, store audits, and reports.\n\nThe connector provides read-only access to your authorized workspace through OAuth, including an interactive profit-and-loss view. Results reflect the integrations, available history, data coverage, and plan capabilities of your MerchantFlow account.\n\nA MerchantFlow account is required. Access can be revoked from MerchantFlow Settings > Developer > MCP."
"MerchantFlow connects ChatGPT to ecommerce analytics from your connected Shopify and WooCommerce stores, including advertising performance from Meta Ads and Google Ads.\n\nSummarise profit and loss, compare reporting periods, rank products by net profit, review advertising spend and performance, and check how much revenue has recorded cost-of-goods data. Explore orders, customer lifetime value, inventory, store audits, integration health and reports.\n\nOpen the interactive profit waterfall from the ChatGPT sidebar or a conversation panel, switch reporting periods, and discuss the figures in chat. Connect separate MerchantFlow accounts or stores and identify which store each connection belongs to.\n\nSet up optional ChatGPT monitoring workflows when a data sync completes, an anomaly is detected, or your Daily AI Summary is ready. Event availability depends on your permissions and enabled features. Daily AI Summary must be enabled in MerchantFlow.\n\nAnalytics tools are read-only. With the relevant OAuth permissions, app controls can save your own preferences and prepare a supplier-invoice cost-import draft. Invoice extraction counts toward your monthly allowance; costs change only when you apply the draft in MerchantFlow.\n\nMerchantFlow cannot issue refunds, change product prices or ad campaigns, or access a workspace you have not authorized. A MerchantFlow account is required. Results depend on connected integrations, sync status, cost coverage, available history and plan capabilities. Revoke access at any time from MerchantFlow Settings > Developer > MCP."
changed /release/interface/short_description
"Analyze ecommerce profit"
"Profit, products and ad spend"
changed /release/mcp_servers
[]
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{
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]changed /release/onboarding_skill_name
null
"get-started"
changed /release/skills
[
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Full snapshot data
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