| [ |
| { |
| "case_id": "deeplumen_home_living_qbedding_2026", |
| "brand_public_alias": "Qbedding", |
| "industry": "Home & Living", |
| "category": "Premium bedding", |
| "platform": "Shopify", |
| "sku_count": 275, |
| "content_scope": "275 product pages, 114 blog posts, 22 buying guides", |
| "benchmark_window_days": 16, |
| "primary_metric": "accc_score_lift", |
| "primary_metric_value": 38, |
| "primary_metric_unit": "points", |
| "baseline_value": 55, |
| "final_value": 93, |
| "comparison_baseline": "pre_deployment", |
| "ai_visibility_score_final": 93, |
| "source_url": "https://www.deeplumen.com/industries/home-living/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public case states ACCC score moved from 55 to 93 and AI real-time visits moved from 0 to 125/day in 16 days." |
| }, |
| { |
| "case_id": "deeplumen_electronics_nullport_2026", |
| "brand_public_alias": "Nullport", |
| "industry": "Electronics", |
| "category": "USB-C accessories", |
| "platform": null, |
| "sku_count": 312, |
| "content_scope": "312 SKUs", |
| "benchmark_window_days": 30, |
| "primary_metric": "ai_attributed_sessions_lift", |
| "primary_metric_value": 38.4, |
| "primary_metric_unit": "percent", |
| "baseline_value": null, |
| "final_value": null, |
| "comparison_baseline": "matched_control_group", |
| "ai_visibility_score_final": 92.1, |
| "source_url": "https://www.deeplumen.com/industries/electronics/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public case states AI-attributed sessions stabilized 38.4% above matched control by day 30." |
| }, |
| { |
| "case_id": "deeplumen_health_beauty_vermille_2026", |
| "brand_public_alias": "Vermille", |
| "industry": "Health & Beauty", |
| "category": "Clean skincare", |
| "platform": null, |
| "sku_count": 84, |
| "content_scope": "Ingredient-level Agentic Pages", |
| "benchmark_window_days": 90, |
| "primary_metric": "ai_traffic_lift_vs_control", |
| "primary_metric_value": 4.2, |
| "primary_metric_unit": "x", |
| "baseline_value": 1, |
| "final_value": 4.2, |
| "comparison_baseline": "matched_control", |
| "ai_visibility_score_final": 84.6, |
| "source_url": "https://www.deeplumen.com/industries/health-beauty/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public case states AI-channel traffic stabilized at 4.2x control by day 90." |
| }, |
| { |
| "case_id": "deeplumen_fashion_apparel_atelier_vauclair_2026", |
| "brand_public_alias": "Atelier Vauclair", |
| "industry": "Fashion & Apparel", |
| "category": "Outerwear", |
| "platform": "Shopify Plus", |
| "sku_count": 124, |
| "content_scope": "Real-time inventory and size availability for AI agents", |
| "benchmark_window_days": null, |
| "primary_metric": "ai_sessions_lift", |
| "primary_metric_value": 51.2, |
| "primary_metric_unit": "percent", |
| "baseline_value": null, |
| "final_value": null, |
| "comparison_baseline": "pre_deployment_or_control_not_publicly_specified", |
| "ai_visibility_score_final": null, |
| "source_url": "https://www.deeplumen.com/industries/fashion-apparel/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public page meta description states AI sessions lifted 51.2%; related public card states 528/day AI retrievals at month-end baseline." |
| }, |
| { |
| "case_id": "deeplumen_massage_magarri_2026", |
| "brand_public_alias": "Magarri", |
| "industry": "Health & Wellness", |
| "category": "At-home massage", |
| "platform": null, |
| "sku_count": null, |
| "content_scope": "Agentic Page with competitor hedging graph playbook", |
| "benchmark_window_days": null, |
| "primary_metric": "ai_citations_lift", |
| "primary_metric_value": 268, |
| "primary_metric_unit": "percent", |
| "baseline_value": null, |
| "final_value": null, |
| "comparison_baseline": "legacy_brands_in_chatgpt_comparisons", |
| "ai_visibility_score_final": null, |
| "source_url": "https://www.deeplumen.com/blog/magarri-case-study/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public case states AI citations rose 268% and ChatGPT head-to-head presence moved from 0% to 35% versus legacy brands." |
| }, |
| { |
| "case_id": "deeplumen_smart_glasses_looktech_2026", |
| "brand_public_alias": "Looktech", |
| "industry": "Consumer Electronics", |
| "category": "AI smart glasses", |
| "platform": null, |
| "sku_count": null, |
| "content_scope": "Agentic Page with competitor hedging graph playbook", |
| "benchmark_window_days": null, |
| "primary_metric": "ai_citations_lift", |
| "primary_metric_value": 210, |
| "primary_metric_unit": "percent", |
| "baseline_value": null, |
| "final_value": null, |
| "comparison_baseline": "ray_ban_meta_and_other_incumbents", |
| "ai_visibility_score_final": null, |
| "source_url": "https://www.deeplumen.com/blog/looktech-case-study/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public case states AI citations rose 210% and ChatGPT share of voice tripled versus Ray-Ban Meta and other incumbents." |
| }, |
| { |
| "case_id": "deeplumen_coffee_1988_estate_2026", |
| "brand_public_alias": "1988 Coffee Estate", |
| "industry": "Food & Beverage", |
| "category": "Coffee estate", |
| "platform": null, |
| "sku_count": null, |
| "content_scope": "Agentic Page GEO platform across ChatGPT, Perplexity, and Claude", |
| "benchmark_window_days": null, |
| "primary_metric": "ai_citations_lift", |
| "primary_metric_value": 186, |
| "primary_metric_unit": "percent", |
| "baseline_value": null, |
| "final_value": null, |
| "comparison_baseline": "pre_deployment", |
| "ai_visibility_score_final": null, |
| "source_url": "https://www.deeplumen.com/blog/1988-coffee-estate-case-study/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public case states AI citations rose 186% and non-branded brand presence rose 320%." |
| }, |
| { |
| "case_id": "deeplumen_tools_hoto_2026", |
| "brand_public_alias": "HOTO", |
| "industry": "Tools & Home Improvement", |
| "category": "Design-led tools and home improvement", |
| "platform": null, |
| "sku_count": 56, |
| "content_scope": "AI access covered OpenAI, Anthropic, Amazon, and Meta; product retrieval data uses ChatGPT real-time retrievals.", |
| "benchmark_window_days": 13, |
| "primary_metric": "total_ai_crawler_visits", |
| "primary_metric_value": 8569, |
| "primary_metric_unit": "visits", |
| "baseline_value": null, |
| "final_value": 8569, |
| "comparison_baseline": "may_13_to_may_26_2026_observation_window", |
| "ai_visibility_score_final": null, |
| "source_url": "https://www.deeplumen.com/cases/hoto-ai-search-growth/", |
| "source_type": "public_page", |
| "data_sensitivity": "public_case_metric", |
| "notes": "Public case states HOTO generated 8,569 total AI crawler visits and 320 ChatGPT real-time product retrievals in 13 days." |
| } |
| ] |
|
|
