{ "canonical_mcp_endpoint": "https://mcp.packrift.com/mcp", "feeds": { "preferred_direct": { "fields": 39, "gzip_sha256": "184422678252b291a193d126ce843e11038ea393f420c12c5d7605b55f5f115c", "gzip_url": "https://mcp.packrift.com/ai/packrift-openai-products-preferred-direct-current.tsv.gz", "pre_ingestion_rejects": 0, "pre_ingestion_warnings": 0, "public_copy_status": "uploaded_and_public_qa_passed", "public_qa_pass": true, "purpose": "Current validated direct handoff for approved OpenAI file-upload, SFTP, or API ingestion.", "query_average_match_score": 98.1, "query_readiness_status": "current_direct_query_readiness_pass_no_write", "query_readiness_validation_pass": true, "query_watch_rows": 0, "query_weak_rows": 0, "rows": 4847, "tsv_sha256": "984f41b3fc587bcec48751c2f5d6602699e8e05c327a5239602e32f232c3bfdb", "url": "https://mcp.packrift.com/ai/packrift-openai-products-preferred-direct-current.tsv" }, "preferred_direct_current": { "expected_rows": 4847, "format": "tsv", "header_columns": 39, "id": "preferred_direct_current", "note": "Current preferred direct handoff for approved upload, SFTP, or API ingestion.", "observed_rows": 4847, "role": "approved_direct_handoff", "row_count_ok": true, "sha256": "984f41b3fc587bcec48751c2f5d6602699e8e05c327a5239602e32f232c3bfdb", "url": "https://mcp.packrift.com/ai/packrift-openai-products-preferred-direct-current.tsv", "validation_status": "validated_direct_handoff_zero_simulated_rejects_or_warnings" }, "preferred_direct_current_gzip": { "expected_rows": null, "format": "gzip", "id": "preferred_direct_current_gzip", "note": "Compressed current preferred direct handoff.", "observed_rows": null, "role": "approved_direct_handoff_compressed", "row_count_ok": null, "sha256": "184422678252b291a193d126ce843e11038ea393f420c12c5d7605b55f5f115c", "url": "https://mcp.packrift.com/ai/packrift-openai-products-preferred-direct-current.tsv.gz", "validation_status": "compressed_current_direct_handoff" }, "preferred_direct_immutable_4837_20260520": { "expected_rows": 4837, "format": "tsv", "id": "preferred_direct_immutable_4837_20260520", "note": "Immutable 4,837-row direct handoff snapshot from 2026-05-20.", "observed_rows": 4837, "role": "immutable_direct_handoff_snapshot", "row_count_ok": true, "sha256": "061a34c42b35f500c942d7e438ee2d835270a7754bb6b3803667c06709da00dc", "url": "https://mcp.packrift.com/ai/packrift-openai-products-preferred-direct-4837-20260520.tsv", "validation_status": "immutable_validated_direct_handoff_snapshot" }, "preferred_direct_immutable_4837_20260520_gzip": { "expected_rows": null, "format": "gzip", "id": "preferred_direct_immutable_4837_20260520_gzip", "note": "Compressed immutable 4,837-row direct handoff snapshot from 2026-05-20.", "observed_rows": null, "role": "immutable_direct_handoff_snapshot_compressed", "row_count_ok": null, "sha256": "55f20495b8ad5bbe592d404a5caf6cb1a20b1d75e9f1c0d48dd0993f2bfb8874", "url": "https://mcp.packrift.com/ai/packrift-openai-products-preferred-direct-4837-20260520.tsv.gz", "validation_status": "compressed_immutable_direct_handoff_snapshot" }, "strict_public": { "bad_tracking_rows": 0, "health_status": "pass", "purpose": "Conservative public tracked QA surface for OpenAI-shaped product feed discovery.", "rows": 3417, "sha256": "57ef45f4e00c256dd623daa0f27ce8e3089934a21c66934b2bdddda8ca6eed52", "tracking_status": "pass", "url": "https://mcp.packrift.com/ai/packrift-openai-products-strict-stable-current.tsv", "utm_medium": "feed", "utm_source": "chatgpt.com" }, "strict_public_current": { "expected_rows": 3417, "format": "tsv", "id": "strict_public_current", "note": "Strict public 3,417-row OpenAI-shaped product-feed QA surface.", "observed_rows": 3417, "role": "public_qa_surface", "row_count_ok": true, "sha256": "57ef45f4e00c256dd623daa0f27ce8e3089934a21c66934b2bdddda8ca6eed52", "url": "https://mcp.packrift.com/ai/packrift-openai-products-strict-stable-current.tsv", "validation_status": "tracked_openai_shape_qa_surface" } }, "generated_at": "2026-05-20T14:15:27Z", "measurement": { "active_current_revenue": 177.34, "active_missing_direct_feed_skus": [], "active_missing_public_feed_skus": [], "active_paid_non_cancelled_orders": 3, "ga4_chatgpt_feed_item_views": 451, "ga4_chatgpt_feed_items_added_to_cart": 282, "ga4_chatgpt_feed_items_purchased": 24, "ga4_product_event_rows_not_in_preferred_feed": 45, "shopify_chatgpt_feed_orders": 9, "shopify_chatgpt_feed_orders_since": "2026-04-01", "top_ga4_uncovered_sku": "CRR40W" }, "next_actions_for_reviewer": [ "Use feeds.preferred_direct_current.url for the current direct ingestion file when an approved feed channel exists.", "Verify sha256 before ingesting or forwarding a feed file.", "Use https://mcp.packrift.com/mcp for live exact-spec search, price, inventory, and measured cart handoff after feed discovery." ], "official_openai_ingestion": { "external_blockers": [ { "gate_id": "upload_access", "next_action": "Confirm approved feed access, SFTP/API destination, and username/path with OpenAI commerce feed owner.", "requirement": "Approved OpenAI feed access and upload destination are known.", "status": "block" }, { "gate_id": "official_upload_readback", "next_action": "After upload, capture accepted filename, processed timestamp, accepted/rejected/warned counts, and rejection reasons.", "requirement": "Official OpenAI merchant-feed upload and ingestion readback are available.", "status": "block" } ], "next_action": "Confirm approved OpenAI feed access, SFTP/API destination, account or merchant identifier, accepted/rejected/warning counts, and source-file SHA.", "self_serve_api_readback_confirmed": false, "status": "not_found", "submission_packet_status": "ready_except_openai_upload_destination_and_ingestion_readback" }, "owner": { "canonical_site": "https://packrift.com", "mcp_host": "https://mcp.packrift.com", "name": "Packrift" }, "purpose": "Give OpenAI, ChatGPT, MCP hosts, and AI-commerce reviewers one stable manifest for Packrift's OpenAI-shaped product feed handoffs without creating a duplicate Packrift buyer surface.", "related_mcp_surfaces": { "adoption_progress": "https://mcp.packrift.com/ai/mcp-agent-adoption-progress.json", "cart_handoff_candidates": "https://mcp.packrift.com/ai/mcp-cart-handoff-candidates.json", "first_run_actions": "https://mcp.packrift.com/ai/mcp-first-run-actions.json", "llms_full": "https://mcp.packrift.com/llms-full.txt", "llms_txt": "https://mcp.packrift.com/llms.txt", "mcp_endpoint": "https://mcp.packrift.com/mcp", "tools_discovery": "https://mcp.packrift.com/ai/mcp-tools.json" }, "release": "PACKRIFT-OPENAI-PRODUCT-FEED-MANIFEST-R01", "schema": "packrift.openai_product_feed_manifest.v1", "shopify_chatgpt_publication": { "included_products_count": 10000, "included_products_precision": "AT_LEAST", "present": true, "publication_id": "gid://shopify/Publication/319645188464" }, "source_reality": { "conclusion": "No evidence of an official OpenAI merchant-feed upload was found. The store does have a Shopify ChatGPT publication/channel with products published to it, so the prior sales evidence can come from Shopify/ChatGPT channel traffic plus Packrift storefront attribution rather than a manual OpenAI upload. The only confirmed Packrift-controlled feed publish is the public MCP/Cloudflare KV TSV.", "current_best_handoff": "preferred_direct_current", "no_duplicate_surface_rule": "Use these feeds and https://mcp.packrift.com/mcp as discovery and cart-handoff inputs; do not create a separate Packrift CLI or checkout surface.", "official_ingestion_blocker": "Packrift can publish validated feed files publicly, but official OpenAI product feed ingestion still requires an approved upload, file, SFTP, or API handoff channel.", "official_openai_merchant_feed_upload": "not_found", "prior_sales_source": "chatgpt.com/feed landing URLs, referrers, and legacy ChatGPT order attributes in Shopify plus GA4 source/medium reporting", "public_self_serve_openai_ingestion": false }, "status": "ready_for_approved_ingestion_handoff", "validation_summary": { "all_expected_row_counts_ok": true, "gzip_feeds": 2, "preferred_direct_current_rows": 4847, "strict_public_current_rows": 3417, "total_feeds": 5, "tsv_feeds": 3 } }