{"id":82163,"topic":"ai","source":"Campaigns & Elections","title":"Human-Made Ads Still Perform Better Than AI Spots, Study Finds - Campaigns & Elections","url":"https://campaignsandelections.com/industry-news/human-made-ads-still-perform-better-than-ai-spots-study-finds/","url_hash":"ff009e1fb9d7c72b8507d00b3988e839b83aab29","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMirwFBVV95cUxPRjFjMXl2S2Vtamw2VkpXNXcyaXNXalZKdnlEX0QwVmsxMm9fXzBfdDgtX3RFNC1XOE00U3BicTF0UFB4OHAzSnhHeWNYc3Z6eUk3dnhxeG9wVy0yVW81eFdxcS1uUUp5YmdKVXR5MEdKZ18wejJZM1RyVllPSUEtQVZYRHN3Z0ZaMjE3YUlYa0lPYnhFeDM4VXM5b29IaWxfLUNQTDFVdlFtNFhOMzEw?oc=5\" target=\"_blank\">Human-Made Ads Still Perform Better Than AI Spots, Study Finds</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Campaigns & Elections</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-14T16:00:00+00:00","fetched_at":"2026-09-14T16:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://campaignsandelections.com/industry-news/human-made-ads-still-perform-better-than-ai-spots-study-finds/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":437,"usable_text_length":437,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":437}},"news_item":{"id":82163,"canonical_url":"https://campaignsandelections.com/industry-news/human-made-ads-still-perform-better-than-ai-spots-study-finds/","source_url":"https://campaignsandelections.com/industry-news/human-made-ads-still-perform-better-than-ai-spots-study-finds/","title":"Human-Made Ads Still Perform Better Than AI Spots, Study Finds - 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