{ "@context": "https://schema.org", "@type": "Dataset", "name": "MapleBridge Buyer Intent Examples", "url": "https://maplebridge.io/buyer-intent-examples.json", "version": "2026-04-29", "description": "Public buyer intent examples with product category, pain point, risk signal, matching fields, example page URL, and match explanation.", "license": "https://github.com/jinjihuang88-ui/maplebridge-open/blob/main/LICENSE", "isPartOf": "https://maplebridge.io/sourcing-knowledge-graph.json", "examples": [ { "buyer_type": "shopify_brand", "id": "skincare_packaging_canada", "open_payload_url": "https://maplebridge.io/open/sample-payloads", "product_category": "packaging", "matching_fields": [ "buyer_type", "product_category", "quantity_or_moq", "sample_policy", "packaging_requirements", "risk_notes", "match_explanation" ], "title": "Canadian skincare brand sourcing private-label packaging", "buyer_intent": { "target_market": "Canada", "evidence_needed": [ "material declaration", "sample photos", "carton spec" ], "constraints": [ "low MOQ", "logo decoration", "sample before deposit" ], "buyer": "Canadian skincare brand", "product": "private-label skincare jars, bottles, cartons, and sample packaging" }, "pain_points": [ "low_moq", "sample_validation", "packaging_execution" ], "risk_signal_notes": [ "Decoration setup cost may be hidden.", "Carton strength should be checked before deposit.", "Sample approval must map to bulk QC." ], "supplier_matching_fields": [ "component MOQ", "stock mold availability", "decoration method", "material declaration", "export carton proof", "sample lead time" ], "match_explanation": "A strong match should show packaging samples, explain MOQ by component, document material choices, and separate tooling, decoration, and carton costs.", "risk_signals": [ "hidden_moq_or_setup_cost", "weak_export_packaging", "sample_to_bulk_drift" ], "example_page_url": "https://maplebridge.io/private-label-skincare-packaging-canada" }, { "buyer_type": "amazon_seller", "id": "usb_c_charger_fcc", "open_payload_url": "https://maplebridge.io/open/buyer-intent-supplier-capability-match-explanation", "product_category": "electronics", "matching_fields": [ "product_category", "target_market", "compliance_needs", "sample_policy", "supplier_capability", "risk_notes", "match_explanation" ], "title": "Amazon seller sourcing USB-C chargers with FCC-related evidence", "buyer_intent": { "target_market": "US or Canada", "evidence_needed": [ "model-specific report", "adapter rating", "label sample", "QA process" ], "constraints": [ "FCC evidence", "label sample", "sample test before order" ], "buyer": "Amazon seller", "product": "USB-C charger" }, "pain_points": [ "compliance_scope", "supplier_trust", "sample_validation" ], "risk_signal_notes": [ "Certificate must match exact model.", "Label and packaging claims should match test scope.", "Fast quote without evidence is not enough." ], "supplier_matching_fields": [ "model number", "rated specification", "certificate scope", "label sample", "factory QA process", "export history" ], "match_explanation": "A strong match aligns the exact charger model, rating, compliance evidence, label, packaging, and QA checks before price comparison.", "risk_signals": [ "certificate_mismatch", "sample_to_bulk_drift", "generic_supplier_reply" ], "example_page_url": "https://maplebridge.io/usb-c-charger-manufacturer-china-fcc" }, { "buyer_type": "shopify_brand", "id": "activewear_low_moq", "open_payload_url": "https://maplebridge.io/open/sample-payloads", "product_category": "apparel", "matching_fields": [ "buyer_type", "product_category", "quantity_or_moq", "sample_policy", "supplier_capability", "risk_notes", "match_explanation" ], "title": "DTC activewear brand testing a low-MOQ collection", "buyer_intent": { "target_market": "North America", "evidence_needed": [ "fabric spec", "size chart", "sample revision policy", "MOQ by color" ], "constraints": [ "low MOQ", "fit sample", "fabric swatches" ], "buyer": "DTC activewear brand", "product": "private-label activewear" }, "pain_points": [ "low_moq", "sample_validation", "supplier_trust" ], "risk_signal_notes": [ "Fabric substitution risk is high.", "Fit sample process must be explicit.", "MOQ by color and style should be separated." ], "supplier_matching_fields": [ "fabric swatch", "GSM", "size chart", "fit sample policy", "MOQ by style", "private label options" ], "match_explanation": "A strong match supports fit samples, fabric evidence, and MOQ by style without pushing premature bulk orders.", "risk_signals": [ "sample_to_bulk_drift", "hidden_moq_or_setup_cost", "generic_supplier_reply" ], "example_page_url": "https://maplebridge.io/private-label-activewear-manufacturer-china-low-moq" }, { "buyer_type": "importer", "id": "silicone_kitchenware_food_contact", "open_payload_url": "https://maplebridge.io/open/buyer-intent-supplier-capability-match-explanation", "product_category": "kitchenware", "matching_fields": [ "product_category", "target_market", "compliance_needs", "sample_policy", "packaging_requirements", "risk_notes", "match_explanation" ], "title": "Importer sourcing silicone kitchenware with food-contact evidence", "buyer_intent": { "target_market": "North America", "evidence_needed": [ "material declaration", "test report scope", "packing spec" ], "constraints": [ "food-contact evidence", "odor check", "sample before order" ], "buyer": "Kitchenware importer", "product": "silicone kitchenware" }, "pain_points": [ "compliance_scope", "sample_validation", "packaging_execution" ], "risk_signal_notes": [ "Food-contact claims need document scope.", "Odor and material substitution should be checked.", "Export carton evidence matters." ], "supplier_matching_fields": [ "material grade", "food-contact document scope", "odor sample", "color card", "carton spec", "defect policy" ], "match_explanation": "A strong match documents material, provides samples, and explains food-contact evidence without unsupported safety claims.", "risk_signals": [ "unsupported_claims", "weak_export_packaging", "sample_to_bulk_drift" ], "example_page_url": "https://maplebridge.io/silicone-kitchenware-manufacturer-china-food-contact" }, { "buyer_type": "distributor", "id": "fastener_north_america", "open_payload_url": "https://maplebridge.io/open/sample-payloads", "product_category": "hardware", "matching_fields": [ "buyer_type", "product_category", "target_market", "supplier_capability", "risk_notes", "match_explanation" ], "title": "Industrial distributor sourcing fasteners for North America", "buyer_intent": { "target_market": "North America", "evidence_needed": [ "inspection report", "coating spec", "packing label" ], "constraints": [ "material grade", "standard reference", "lot traceability" ], "buyer": "Industrial distributor", "product": "fasteners" }, "pain_points": [ "supplier_trust", "compliance_scope", "response_quality" ], "risk_signal_notes": [ "Wrong grade or coating can create downstream liability.", "Lot traceability should be explicit.", "Supplier should not quote before standard is clear." ], "supplier_matching_fields": [ "standard reference", "material grade", "coating spec", "inspection report", "lot control", "packing label" ], "match_explanation": "A strong match documents grade, standard, coating, inspection, lot control, and label format.", "risk_signals": [ "certificate_mismatch", "generic_supplier_reply", "sample_to_bulk_drift" ], "example_page_url": "https://maplebridge.io/fastener-manufacturer-china-north-america" } ] }