{ "generatedAt": "2026-05-20T02:31:33.790Z", "ready": false, "recommendation": "Use DataForSEO first for a tightly capped structured pilot; use Apify only as a targeted gap-filler after inspecting pilot output.", "currentInstruction": "Do not broaden spend. 6 DataForSEO payload rows are ready from live-confirmed ASINs; 4 ASINs remain unresolved and must stay out of the payload unless exact evidence is found.", "counts": { "actions": 13, "open": 13, "immediate": 5, "blockedPaidActions": 5, "missingAsins": 4, "confirmedAsins": 6, "confirmedPromotionCandidates": 0, "webLookupAids": 4, "webRejected": 2, "unresolvedKeepOut": 4, "promotedAsins": 0, "readyTasks": 6, "productSearchResultItems": 575, "reviewPilotTasks": 0, "reviewPilotReviews": 0, "reviewsDocsUnavailable": true, "supportEscalationReady": true, "supportResponsePassing": 3, "supportResponseChecks": 6, "approvalRequestReadyChecks": 2, "approvalRequestChecks": 6, "manualAmazonCaptureTargets": 6, "manualAmazonCaptureFilesPresent": 0, "manualAmazonCaptureFilesValid": 0, "manualAmazonCaptureReviews": 0, "convertedReviews": 0 }, "asinExamples": [ "JV-D1000 (Vitamin D Effervescent Tablets - 1000iu)", "JV-D4000 (Super Strength Vitamin D3 4000iu)", "JV-TURMERIC500 (Turmeric with BioPerine (Black Pepper Extract))", "JV-VISISOFT (Visisoft Original Tablets - 10mg)", "JV-STAR1000 (High Strength Starflower Oil 1000mg)", "JV-COQ10100 (Co-Enzyme Q10 120mg)", "JV-B12 (Methylcobalamin Vitamin B12)", "JV-ROSEHIP5000 (Rosehip 5000mg)", "JV-MVITMINAZ50 (Multivitamins One-a-Day)" ], "subscriptionDecision": "Do not subscribe or spend provider credits yet; DataForSEO is the first paid lane once ASINs and gates are ready, Apify stays held.", "actions": [ { "Sequence": 1, "Stage": "0", "Provider": "No paid provider", "Action": "Fill and verify Stage 1 ASIN map", "Status": "blocked", "SpendAllowed": "no spend required", "Owner": "Research / project owner", "Evidence": "6 ASINs present / 4 missing; 4 web lookup aids; 2 rejected not-target leads; 575 DataForSEO product-result items saved; 4 unresolved targets have no exact DataForSEO candidate and stay out of the paid payload", "CommandOrFile": "bun run dataforseo:products-live with explicit allow flag, then bun run dataforseo:live-asin-evidence && bun run dataforseo:unresolved-asins; data/sources/dataforseo/asin-map.csv", "StopRule": "Only accept exact Just Vitamins Amazon UK product matches; leave blank if uncertain.", "WhyNext": "This remains useful no-spend research, but the capped pilot payload already uses only the live-confirmed ASINs." }, { "Sequence": 2, "Stage": "0", "Provider": "No paid provider", "Action": "Promote only Amazon-confirmed high-confidence ASIN candidates", "Status": "blocked", "SpendAllowed": "no spend required", "Owner": "Research", "Evidence": "0 promotion confirmations ready; 0 candidates promoted / 4 candidate rows", "CommandOrFile": "bun run dataforseo:asin-confirmations && bun run dataforseo:promote-asins", "StopRule": "Only rows marked ready in the confirmation report plus amazon_confirmed_exact_match and Confidence=high can be copied into asin-map.csv; existing ASINs are not overwritten.", "WhyNext": "This closes confirmed ASINs safely while keeping uncertain third-party candidate evidence out of paid task payloads." }, { "Sequence": 3, "Stage": "1", "Provider": "DataForSEO", "Action": "Regenerate capped Amazon Reviews task payload", "Status": "ready", "SpendAllowed": "no spend required", "Owner": "Research", "Evidence": "6 ready task rows / 10 capped targets; 4 unresolved ASINs remain outside the payload", "CommandOrFile": "bun run dataforseo:pilot", "StopRule": "Payload must stay within Stage 1 cap before any provider call.", "WhyNext": "Turns the verified ASINs into a reviewable paid-call payload without calling DataForSEO." }, { "Sequence": 4, "Stage": "1", "Provider": "DataForSEO", "Action": "Record an explicit Stage 1 budget cap before approval", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner", "Evidence": "6/9 budget checks passing", "CommandOrFile": "data/sources/budgets/source-acquisition-budget.json", "StopRule": "Budget must include max spend, max tasks, review depth, and hard stop after the first run. Do not put credentials here.", "WhyNext": "A subscription is only safe after the hard cap is written down locally and can be checked by the spend gate." }, { "Sequence": 5, "Stage": "1", "Provider": "DataForSEO", "Action": "Record current pricing and estimated cost for the capped pilot", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner / research", "Evidence": "0.00675 estimated / 1 max spend; 5 pricing refs and 5 scenarios available", "CommandOrFile": "content_population_exports/source_acquisition_cost_scenarios.md + data/sources/budgets/source-acquisition-cost-plan.json && bun run source:cost-plan", "StopRule": "Do not enable budget or approval from guessed pricing; record current provider pricing source and keep estimate within max spend.", "WhyNext": "This is the anti-credit-burn step before subscription: it turns pricing into an explicit capped first-run estimate." }, { "Sequence": 6, "Stage": "1", "Provider": "DataForSEO", "Action": "Record human spend approval for one capped pilot run", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner", "Evidence": "4/14 spend-gate checks passing; approval valid=false", "CommandOrFile": "bun run dataforseo:approval-request && bun run source:approvals && data/sources/approvals/dataforseo-stage1-approval.json", "StopRule": "Approval should name the cap, provider, marketplace, target count, and expected max spend before credentials are used.", "WhyNext": "Prevents accidental credit burn; approval is deliberately local and explicit." }, { "Sequence": 7, "Stage": "1", "Provider": "DataForSEO", "Action": "Run only the approved DataForSEO pilot and save raw task_get JSON", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Research", "Evidence": "0 review tasks posted / 0 reviews returned; 0 raw files / 0 converted reviews", "CommandOrFile": "bun run dataforseo:reviews-live then data/sources/dataforseo/raw/", "StopRule": "Do not run a second batch until raw output, useful fields, and actual credit cost are reviewed.", "WhyNext": "This is the first paid step and should be a single controlled proof of data quality and cost." }, { "Sequence": 8, "Stage": "1 support", "Provider": "DataForSEO", "Action": "Send provider support escalation if Reviews endpoint remains 50304", "Status": "ready", "SpendAllowed": "no spend required", "Owner": "Project owner / support", "Evidence": "50304: This function temporarily unavailable. Please contact support for more information.; official docs unavailable=true", "CommandOrFile": "bun run dataforseo:reviews-docs-status && bun run dataforseo:support-escalation then content_population_exports/dataforseo_support_escalation.md; when support replies, fill data/sources/provider-responses/dataforseo-reviews-endpoint-response.json and run bun run dataforseo:support-response", "StopRule": "Escalation packet must contain no credentials and should include endpoint, status code, tiny payload shape, and proof that Products endpoint works.", "WhyNext": "This turns the provider-side blocker into an actionable support request instead of more retries or guessing." }, { "Sequence": 9, "Stage": "1 fallback", "Provider": "Manual capture", "Action": "Capture Amazon reviews manually if DataForSEO support remains blocked", "Status": "ready", "SpendAllowed": "no provider spend", "Owner": "Research", "Evidence": "6 manual capture targets; 0/6 files present; 0/6 files valid; 0 reviews captured", "CommandOrFile": "bun run amazon:manual-capture && bun run amazon:manual-capture-validate then content_population_exports/manual_amazon_review_capture_validation.md", "StopRule": "Capture only the listed Stage 1 ASINs; do not broaden to catalogue scraping.", "WhyNext": "This gives a no-spend fallback source path while the DataForSEO Reviews endpoint is unavailable." }, { "Sequence": 10, "Stage": "1", "Provider": "DataForSEO", "Action": "Normalize raw provider output into the standard Amazon source-drop path", "Status": "blocked", "SpendAllowed": "no additional spend", "Owner": "Research / dashboard", "Evidence": "0 converted files / 0 ingest issues", "CommandOrFile": "bun run dataforseo:ingest && bun run validate:sources", "StopRule": "Converted source files must preserve review text, rating, date, source URL, SKU, and provider provenance.", "WhyNext": "Keeps DataForSEO evidence on the same validation path as manual Amazon drops." }, { "Sequence": 11, "Stage": "1 review", "Provider": "DataForSEO", "Action": "Review quality, fields, and cost; decide scale vs Apify vs stop", "Status": "blocked", "SpendAllowed": "blocks all scale-up spend", "Owner": "Project owner / research", "Evidence": "1/7 review checks passing; decision=pending", "CommandOrFile": "data/sources/reviews/dataforseo-stage1-review.json", "StopRule": "Decision must be one of scale_dataforseo, run_apify_gapfill, or stop_adjust_source_map.", "WhyNext": "Prevents the pilot from silently turning into full-catalogue scraping." }, { "Sequence": 12, "Stage": "2", "Provider": "Apify selective", "Action": "Run Apify only for named gaps after DataForSEO review", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Research", "Evidence": "3 first-batch targets / 4 held; Apify preflight 2/8; Apify budget allowed=false; cost ready=false; approval valid=false; Apify spend allowed=false", "CommandOrFile": "bun run apify:task-preflight then content_population_exports/apify_competitor_pdp_input_template.json", "StopRule": "One actor, first batch only, inspect raw dataset quality/cost before any further run.", "WhyNext": "Apify is useful for PDP/social/browser gaps, but only after the cheaper structured pilot proves what is missing." }, { "Sequence": 13, "Stage": "control", "Provider": "All source packet lanes", "Action": "Refresh source packet and delivery index after every change", "Status": "ready", "SpendAllowed": "no spend required", "Owner": "Dashboard", "Evidence": "27/27 required source packet files present", "CommandOrFile": "bun run source:refresh-packet && bun run delivery:index", "StopRule": "Packet freshness does not mean final handoff readiness; verify:handoff remains the final gate.", "WhyNext": "Keeps the Export Console and handoff packet aligned with the latest source-acquisition state." } ], "immediateActions": [ { "Sequence": 1, "Stage": "0", "Provider": "No paid provider", "Action": "Fill and verify Stage 1 ASIN map", "Status": "blocked", "SpendAllowed": "no spend required", "Owner": "Research / project owner", "Evidence": "6 ASINs present / 4 missing; 4 web lookup aids; 2 rejected not-target leads; 575 DataForSEO product-result items saved; 4 unresolved targets have no exact DataForSEO candidate and stay out of the paid payload", "CommandOrFile": "bun run dataforseo:products-live with explicit allow flag, then bun run dataforseo:live-asin-evidence && bun run dataforseo:unresolved-asins; data/sources/dataforseo/asin-map.csv", "StopRule": "Only accept exact Just Vitamins Amazon UK product matches; leave blank if uncertain.", "WhyNext": "This remains useful no-spend research, but the capped pilot payload already uses only the live-confirmed ASINs." }, { "Sequence": 2, "Stage": "0", "Provider": "No paid provider", "Action": "Promote only Amazon-confirmed high-confidence ASIN candidates", "Status": "blocked", "SpendAllowed": "no spend required", "Owner": "Research", "Evidence": "0 promotion confirmations ready; 0 candidates promoted / 4 candidate rows", "CommandOrFile": "bun run dataforseo:asin-confirmations && bun run dataforseo:promote-asins", "StopRule": "Only rows marked ready in the confirmation report plus amazon_confirmed_exact_match and Confidence=high can be copied into asin-map.csv; existing ASINs are not overwritten.", "WhyNext": "This closes confirmed ASINs safely while keeping uncertain third-party candidate evidence out of paid task payloads." }, { "Sequence": 3, "Stage": "1", "Provider": "DataForSEO", "Action": "Regenerate capped Amazon Reviews task payload", "Status": "ready", "SpendAllowed": "no spend required", "Owner": "Research", "Evidence": "6 ready task rows / 10 capped targets; 4 unresolved ASINs remain outside the payload", "CommandOrFile": "bun run dataforseo:pilot", "StopRule": "Payload must stay within Stage 1 cap before any provider call.", "WhyNext": "Turns the verified ASINs into a reviewable paid-call payload without calling DataForSEO." }, { "Sequence": 4, "Stage": "1", "Provider": "DataForSEO", "Action": "Record an explicit Stage 1 budget cap before approval", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner", "Evidence": "6/9 budget checks passing", "CommandOrFile": "data/sources/budgets/source-acquisition-budget.json", "StopRule": "Budget must include max spend, max tasks, review depth, and hard stop after the first run. Do not put credentials here.", "WhyNext": "A subscription is only safe after the hard cap is written down locally and can be checked by the spend gate." }, { "Sequence": 5, "Stage": "1", "Provider": "DataForSEO", "Action": "Record current pricing and estimated cost for the capped pilot", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner / research", "Evidence": "0.00675 estimated / 1 max spend; 5 pricing refs and 5 scenarios available", "CommandOrFile": "content_population_exports/source_acquisition_cost_scenarios.md + data/sources/budgets/source-acquisition-cost-plan.json && bun run source:cost-plan", "StopRule": "Do not enable budget or approval from guessed pricing; record current provider pricing source and keep estimate within max spend.", "WhyNext": "This is the anti-credit-burn step before subscription: it turns pricing into an explicit capped first-run estimate." } ], "paidSpendBlockedActions": [ { "Sequence": 4, "Stage": "1", "Provider": "DataForSEO", "Action": "Record an explicit Stage 1 budget cap before approval", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner", "Evidence": "6/9 budget checks passing", "CommandOrFile": "data/sources/budgets/source-acquisition-budget.json", "StopRule": "Budget must include max spend, max tasks, review depth, and hard stop after the first run. Do not put credentials here.", "WhyNext": "A subscription is only safe after the hard cap is written down locally and can be checked by the spend gate." }, { "Sequence": 5, "Stage": "1", "Provider": "DataForSEO", "Action": "Record current pricing and estimated cost for the capped pilot", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner / research", "Evidence": "0.00675 estimated / 1 max spend; 5 pricing refs and 5 scenarios available", "CommandOrFile": "content_population_exports/source_acquisition_cost_scenarios.md + data/sources/budgets/source-acquisition-cost-plan.json && bun run source:cost-plan", "StopRule": "Do not enable budget or approval from guessed pricing; record current provider pricing source and keep estimate within max spend.", "WhyNext": "This is the anti-credit-burn step before subscription: it turns pricing into an explicit capped first-run estimate." }, { "Sequence": 6, "Stage": "1", "Provider": "DataForSEO", "Action": "Record human spend approval for one capped pilot run", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Project owner", "Evidence": "4/14 spend-gate checks passing; approval valid=false", "CommandOrFile": "bun run dataforseo:approval-request && bun run source:approvals && data/sources/approvals/dataforseo-stage1-approval.json", "StopRule": "Approval should name the cap, provider, marketplace, target count, and expected max spend before credentials are used.", "WhyNext": "Prevents accidental credit burn; approval is deliberately local and explicit." }, { "Sequence": 7, "Stage": "1", "Provider": "DataForSEO", "Action": "Run only the approved DataForSEO pilot and save raw task_get JSON", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Research", "Evidence": "0 review tasks posted / 0 reviews returned; 0 raw files / 0 converted reviews", "CommandOrFile": "bun run dataforseo:reviews-live then data/sources/dataforseo/raw/", "StopRule": "Do not run a second batch until raw output, useful fields, and actual credit cost are reviewed.", "WhyNext": "This is the first paid step and should be a single controlled proof of data quality and cost." }, { "Sequence": 12, "Stage": "2", "Provider": "Apify selective", "Action": "Run Apify only for named gaps after DataForSEO review", "Status": "blocked", "SpendAllowed": "blocked", "Owner": "Research", "Evidence": "3 first-batch targets / 4 held; Apify preflight 2/8; Apify budget allowed=false; cost ready=false; approval valid=false; Apify spend allowed=false", "CommandOrFile": "bun run apify:task-preflight then content_population_exports/apify_competitor_pdp_input_template.json", "StopRule": "One actor, first batch only, inspect raw dataset quality/cost before any further run.", "WhyNext": "Apify is useful for PDP/social/browser gaps, but only after the cheaper structured pilot proves what is missing." } ] }