get_campaign_impact

com.ask-ai-data-connector/ask-ai · Verify this server

Did THAT campaign actually work? Cross-source synthesis tool that measures the real impact of a specific Klaviyo campaign by comparing the post-send window against a DAY-OF-WEEK-ALIGNED baseline (same N days one week earlier). Returns: the campaign metadata, Klaviyo's own attribution claim, the actual Shopify orders/revenue/new-customers in the post-send window, the baseline counterfactual, the lift (window - baseline), and an `attributionAnalysis` reconciling Klaviyo's claim against measured lift. Use this for 'did the SUMMER20 campaign work?' / 'how did the May newsletter perform?' / 'is my abandoned-cart flow actually driving revenue?'. PREFER this over manually calling get_connector_data(connector:'klaviyo') + get_store_summary and trying to compute lift yourself — the day-of-week-aligned baseline is the right counterfactual and the attribution reconciliation explains the gap between Klaviyo's claim and reality. Pass either campaignId (exact Klaviyo internal ID) or campaignName (fuzzy match; returns the most recent match plus a disambiguation block if multiple found). Default windowDays is 7 — increase for high-consideration purchases with longer journeys.