[ { "creative": { "creative_id": "7315185754559414274", "platform": "tiktok", "country": "MX", "language": "es", "media_type": "video", "aspect_ratio": "9:16", "advertiser": "Banco Azteca", "ad_text": "Con tu Tarjeta Azteca, paga cómo quieras, úsala donde quieras y paga con tu tarjeta física.", "cta_text": "", "media_path": "/Users/russell/creative-library/raw/2026-03/tiktok_7315185754559414274.mp4", "duration_seconds": 15.4 }, "frame_paths": [ "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315185754559414274/frame_1.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315185754559414274/frame_2.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315185754559414274/frame_3.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315185754559414274/frame_4.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315185754559414274/frame_5.jpg" ], "ocr": { "raw": "TikTok: Business Creative Center\nTikTok: Bu\neative\nCenter\nKTOK: Business Creati\nter\nive Cen\nusinei\nrealipi\nTikToK: Business Creative Center\nTik Tok: su\nTikTok: Business Creative Center\nTikTok: Bu\nCreative Center\nTikTOK: Business Creative Center\nTikTok:\nBUS\nBanco Azteca\nCrea Tarjeta Azteca\nTikTok\nBU\nVISA\native Center\nTikTOK: Business Creative Center\nTikToK: Business Creative Center\nTikTok: Bu\nTikTok: Business Creative Center\nTikTok: Bu\nCreative\nenter\n-TikToK: Business Creative (\nCenter\nTikTok: B\nC\neative Center\nTikTok: Bu\nCreative Center\nTOK: BuSIne\nreative Center\nTik ToK: Business\nCreative Cel\nTik Tok: Bu\nTikToK: Business Creative Center\nTikTok: Bu\nCreative\nTik TOK: Bursness Creative Center\nTikToK: Business Ce\n•\nCenter\nTikTok: Bu\nCreative Center\n•\neative Center\nTikTOK: Business Creative Center\nTikTok: ви\nTikToK: Business Creative Center\nBU\nCreative 0\nCent\nTOK: Business Creative Center\nUSA O\nSOLICITA\nTU TARJETA\nAZTECA\nTarjeta Azteca es el medio de disposición de Credimax (Crédito en Efectivo y Crédito al consumo).\nVo es una tarjeta de crédito. Credimax es un producto de Banco Azteca S.A, Institución de Banca Múltiple\nsujeto a aprobación. Consulta más información, requisitos de contratación, tasas, CAT y comisiones\nCreative\nCente aplicables, así como del Servicio de Banca Movil, en www.bancoazteca.com./Xente)\nBusiness\nTikToK: Business Creative Center\nTikTok: Bu", "clean": "TikTok: Business Creative Center\nTikTok: Bu\neative\nCenter\nKTOK: Business Creati\nter\nive Cen\nusinei\nrealipi\nTikToK: Business Creative Center\nTik Tok: su\nTikTok: Business Creative Center\nTikTok: Bu\nCreative Center\nTikTOK: Business Creative Center\nTikTok:\nBUS\nBanco Azteca\nCrea Tarjeta Azteca\nTikTok\nBU\nVISA\native Center\nTikTOK: Business Creative Center\nTikToK: Business Creative Center\nTikTok: Bu\nTikTok: Business Creative Center\nTikTok: Bu\nCreative\nenter\n-TikToK: Business Creative (\nCenter\nTikTok: B\neative Center\nTikTok: Bu\nCreative Center\nTOK: BuSIne\nreative Center\nTik ToK: Business\nCreative Cel\nTik Tok: Bu\nTikToK: Business Creative Center\nTikTok: Bu\nCreative\nTik TOK: Bursness Creative Center\nTikToK: Business Ce\nCenter\nTikTok: Bu\nCreative Center\neative Center\nTikTOK: Business Creative Center\nTikTok: ви\nTikToK: Business Creative Center\nBU\nCreative 0\nCent\nTOK: Business Creative Center\nUSA O\nSOLICITA\nTU TARJETA\nAZTECA\nTarjeta Azteca es el medio de disposición de Credimax (Crédito en Efectivo y Crédito al consumo).\nVo es una tarjeta de crédito. Credimax es un producto de Banco Azteca S.A, Institución de Banca Múltiple\nsujeto a aprobación. Consulta más información, requisitos de contratación, tasas, CAT y comisiones\nCreative\nCente aplicables, así como del Servicio de Banca Movil, en www.bancoazteca.com./Xente)\nBusiness\nTikToK: Business Creative Center\nTikTok: Bu", "noise_removed": "TikTok: Business Creative Center\nTikTok: Bu\neative\nCenter\nKTOK: Business Creati\nive Cen\nusinei\nrealipi\nTikToK: Business Creative Center\nTik Tok: su\nTikTok: Business Creative Center\nTikTok: Bu\nCreative Center\nTikTOK: Business Creative Center\nTikTok:\nBanco Azteca\nCrea Tarjeta Azteca\nTikTok\nVISA\native Center\nTikTOK: Business Creative Center\nTikToK: Business Creative Center\nTikTok: Bu\nTikTok: Business Creative Center\nTikTok: Bu\nCreative\nenter\n-TikToK: Business Creative (\nCenter\nTikTok: B\neative Center\nTikTok: Bu\nCreative Center\nTOK: BuSIne\nreative Center\nTik ToK: Business\nCreative Cel\nTik Tok: Bu\nTikToK: Business Creative Center\nTikTok: Bu\nCreative\nTik TOK: Bursness Creative Center\nTikToK: Business Ce\nCenter\nTikTok: Bu\nCreative Center\neative Center\nTikTOK: Business Creative Center\nTikTok: ви\nTikToK: Business Creative Center\nCreative 0\nCent\nTOK: Business Creative Center\nUSA O\nSOLICITA\nTU TARJETA\nAZTECA\nTarjeta Azteca es el medio de disposición de Credimax (Crédito en Efectivo y Crédito al consumo).\nVo es una tarjeta de crédito. Credimax es un producto de Banco Azteca S.A, Institución de Banca Múltiple\nsujeto a aprobación. Consulta más información, requisitos de contratación, tasas, CAT y comisiones\nCreative\nCente aplicables, así como del Servicio de Banca Movil, en www.bancoazteca.com./Xente)\nBusiness\nTikToK: Business Creative Center\nTikTok: Bu" }, "labels": { "meta": { "platform": "tiktok", "country": "MX", "language": "es", "media_type": "video", "aspect_ratio": "9:16", "duration_bucket": "16_30s" }, "business": { "relevance": "loan_related", "relevance_meta": { "source": "llm_direct", "llm_value": "loan_related" } }, "subject": { "people_count": "2", "gender_presentation": "male", "age_group": [ "25_34" ], "role_type": [ "borrower", "friend_peer" ], "primary_scene_type": "shop_business", "secondary_scene_types": [ "none" ], "localization_cues": [ "local_language_text", "local_names" ] }, "visual": { "primary_element": "bank_card", "secondary_elements": [ "none" ], "primary_presentation_format": "narrative_scene", "secondary_presentation_formats": [ "text_only" ], "layout_style": "balanced", "color_tone": "bright_warm", "branding_level": "high", "attention_tactic": [ "none", "official_branding" ], "sound_style": "unknown", "primary_style": "unknown", "decision_meta": { "source": "model_default" }, "attention_tactic_meta": { "source": "rule_combined" }, "layout_style_meta": { "source": "model_default" } }, "copy": { "hook_type": "how_to", "tone": "friendly_casual", "cta_style": "apply_now", "has_explicit_cta": true, "cta_meta": { "matched_keywords": [ "apply_now" ], "source": "model_fallback" }, "hook_meta": { "source": "rule_priority" }, "hook_type_meta": { "source": "default" } }, "structure": { "primary_story_format": "direct_pitch", "secondary_story_formats": [ "skit_drama" ], "opening_speed": "gradual", "edit_pace": "medium", "subtitle_style": "none" }, "platform_style": { "primary_format_pattern": "talking_head_pitch", "secondary_format_patterns": [ "voiceover_broll" ], "native_feel": "ad_like" }, "production": { "source_type": "original", "decision_meta": { "source": "model_default" } }, "offer": { "primary_angle": "flexible_repayment", "secondary_angles": [ "trust_security" ], "proof_type": [ "authority_signal" ], "user_need_state": [ "daily_expense" ], "decision_meta": { "source": "model_default" }, "loan_product_type": "credit_loan", "loan_product_type_meta": { "source": "rule_keywords", "matched": [ "tarjeta" ] } }, "theme": { "primary_theme": [ "credit_sensitive" ] }, "analysis": { "confidence": "medium", "low_confidence_reasons": [ "visual_style_unclear", "limited_frame_evidence" ], "pattern_summary": { "creative_family": "loan_related | unknown | how_to | flexible_repayment | unknown", "pattern_signature": [ "loan_related", "unknown", "how_to", "flexible_repayment", "unknown" ], "diversity_axes": { "visual_style": "unknown", "hook_type": "how_to", "angle": "flexible_repayment", "format_pattern": "unknown", "native_feel": "ad_like", "story_format": "unknown" } } }, "compliance": { "risk_level": "low" }, "content": { "info_points": [ "none" ], "info_points_meta": { "source": "rule_keywords" } } }, "usage": { "input_tokens": 4486, "output_tokens": 911, "total_tokens": 5397 }, "labeled_at": "2026-04-13T18:36:17.899583" }, { "creative": { "creative_id": "7278700898548465666", "platform": "tiktok", "country": "MX", "language": "es", "media_type": "video", "aspect_ratio": "9:16", "advertiser": "bbva_mex", "ad_text": "Cambia la nómina de tu empresa a BBVA y dale beneficios extra a tus colaboradores", "cta_text": "", "media_path": "/Users/russell/creative-library/raw/2026-03/tiktok_7278700898548465666.mp4", "duration_seconds": 15.0 }, "frame_paths": [ "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7278700898548465666/frame_1.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7278700898548465666/frame_2.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7278700898548465666/frame_3.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7278700898548465666/frame_4.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7278700898548465666/frame_5.jpg" ], "ocr": { "raw": "(er\nТіктак:\nsusinei\nTikTok: Bu\nBBVA\nCrea\nCenter\nMotiva a tus\nTikTocolaboradores\ncon el extra\nque necesitan\nCreative Centen\nTik Tok- Business Creative Center\nTik TOK: Business Creative Center\nTik Tok:\nTikTok: Business Creative Center\nCreative Center\nBBVA\nTikTok: Bu\nTikTOK: Business Creative Canter\nCambia la nómina\nTikiode tu empresa\na BBVA sin ningün\ncosto\nCreative Center\nTikTok: Business Creative Centel\nTikTok: Business Creative Center\nTikTok» Bu\nTikTok: Business Creative Center\nCreative Center\nBBVA\nTikTok: ви\nTikTOK: Business Creative Center\nCambia la nómina\nTikT°de tu empresa\na BBVA sin ningun\ncosto\n: Creative\nCenter\nКОви\nTiKTO\nTikTok: Business Creative Center\nTikTok: Bu\nTikTOK: Business Creative Center\nCreative Center\nBBVA\nTikToke Bu\nTikTok: Business\nreative Center\nEllos podrán acceder\nTiktoa créditos con tasas\npreferenciales y tú\npagarás la nómina\nen línea 24/7\nCreative Center\nTikTok:\nTikTOK: Business Creative Center\nTikTok: Business Creative Center\nTikTok: Bu\nTiKTOK: Business Creative Center\nCreative Center\nBBVA\nTikToke Bu\nTikTOK Business Creative Center\nEllos podran acceder\nTiktoa créditos con tasas\npreferenciales y tú\npagarás la nómina\nen línea 24/7\n: Creative Center\nTikTO\nB\nTikTOK: Business Creative Center\nTikTok: Business Creative Center\nTikTok: Bu", "clean": "(er\nТіктак:\nsusinei\nTikTok: Bu\nBBVA\nCrea\nCenter\nMotiva a tus\nTikTocolaboradores\ncon el extra\nque necesitan\nCreative Centen\nTik Tok- Business Creative Center\nTik TOK: Business Creative Center\nTik Tok:\nTikTok: Business Creative Center\nCreative Center\nBBVA\nTikTok: Bu\nTikTOK: Business Creative Canter\nCambia la nómina\nTikiode tu empresa\na BBVA sin ningün\ncosto\nCreative Center\nTikTok: Business Creative Centel\nTikTok: Business Creative Center\nTikTok» Bu\nTikTok: Business Creative Center\nCreative Center\nBBVA\nTikTok: ви\nTikTOK: Business Creative Center\nCambia la nómina\nTikT°de tu empresa\na BBVA sin ningun\ncosto\n: Creative\nCenter\nКОви\nTiKTO\nTikTok: Business Creative Center\nTikTok: Bu\nTikTOK: Business Creative Center\nCreative Center\nBBVA\nTikToke Bu\nTikTok: Business\nreative Center\nEllos podrán acceder\nTiktoa créditos con tasas\npreferenciales y tú\npagarás la nómina\nen línea 24/7\nCreative Center\nTikTok:\nTikTOK: Business Creative Center\nTikTok: Business Creative Center\nTikTok: Bu\nTiKTOK: Business Creative Center\nCreative Center\nBBVA\nTikToke Bu\nTikTOK Business Creative Center\nEllos podran acceder\nTiktoa créditos con tasas\npreferenciales y tú\npagarás la nómina\nen línea 24/7\n: Creative Center\nTikTO\nTikTOK: Business Creative Center\nTikTok: Business Creative Center\nTikTok: Bu", "noise_removed": "Тіктак:\nsusinei\nTikTok: Bu\nBBVA\nCrea\nCenter\nMotiva a tus\nTikTocolaboradores\ncon el extra\nque necesitan\nCreative Centen\nTik Tok- Business Creative Center\nTik TOK: Business Creative Center\nTik Tok:\nTikTok: Business Creative Center\nCreative Center\nBBVA\nTikTok: Bu\nTikTOK: Business Creative Canter\nCambia la nómina\nTikiode tu empresa\na BBVA sin ningün\ncosto\nCreative Center\nTikTok: Business Creative Centel\nTikTok: Business Creative Center\nTikTok» Bu\nTikTok: Business Creative Center\nCreative Center\nBBVA\nTikTok: ви\nTikTOK: Business Creative Center\nCambia la nómina\nTikT°de tu empresa\na BBVA sin ningun\ncosto\n: Creative\nCenter\nКОви\nTiKTO\nTikTok: Business Creative Center\nTikTok: Bu\nTikTOK: Business Creative Center\nCreative Center\nBBVA\nTikToke Bu\nTikTok: Business\nreative Center\nEllos podrán acceder\nTiktoa créditos con tasas\npreferenciales y tú\npagarás la nómina\nen línea 24/7\nCreative Center\nTikTok:\nTikTOK: Business Creative Center\nTikTok: Business Creative Center\nTikTok: Bu\nTiKTOK: Business Creative Center\nCreative Center\nBBVA\nTikToke Bu\nTikTOK Business Creative Center\nEllos podran acceder\nTiktoa créditos con tasas\npreferenciales y tú\npagarás la nómina\nen línea 24/7\n: Creative Center\nTikTO\nTikTOK: Business Creative Center\nTikTok: Business Creative Center\nTikTok: Bu" }, "labels": { "meta": { "platform": "tiktok", "country": "MX", "language": "es", "media_type": "video", "aspect_ratio": "9:16", "duration_bucket": "7_15s" }, "business": { "relevance": "loan_related", "relevance_meta": { "source": "llm_direct", "llm_value": "loan_related" } }, "subject": { "people_count": "2", "gender_presentation": "mixed", "age_group": [ "35_44", "45_plus" ], "role_type": [ "office_worker", "small_business_owner" ], "primary_scene_type": "shop_business", "secondary_scene_types": [ "office" ], "localization_cues": [ "local_language_text" ] }, "visual": { "primary_element": "none", "secondary_elements": [ "phone_mockup", "none" ], "primary_presentation_format": "narrative_scene", "secondary_presentation_formats": [ "text_only" ], "layout_style": "balanced", "color_tone": "bright_warm", "branding_level": "high", "attention_tactic": [ "none", "official_branding" ], "sound_style": "unknown", "primary_style": "unknown", "decision_meta": { "source": "model_default" }, "attention_tactic_meta": { "source": "rule_combined" }, "layout_style_meta": { "source": "model_default" } }, "copy": { "hook_type": "benefit_first", "tone": "professional", "cta_style": "none", "has_explicit_cta": false, "cta_meta": { "matched_keywords": [], "source": "none" }, "hook_meta": { "source": "model_default" }, "hook_type_meta": { "source": "default" } }, "structure": { "primary_story_format": "direct_pitch", "secondary_story_formats": [ "problem_solution" ], "opening_speed": "instant_hook", "edit_pace": "medium", "subtitle_style": "large_bold" }, "platform_style": { "primary_format_pattern": "voiceover_broll", "secondary_format_patterns": [ "image_text_voiceover" ], "native_feel": "ad_like" }, "production": { "source_type": "original", "decision_meta": { "source": "model_default" } }, "offer": { "primary_angle": "low_interest", "secondary_angles": [ "fully_online", "trust_security" ], "proof_type": [ "authority_signal" ], "user_need_state": [ "business_cashflow" ], "decision_meta": { "source": "model_default" }, "loan_product_type": "business_loan", "loan_product_type_meta": { "source": "rule_keywords", "matched": [ "empresa" ] } }, "theme": { "primary_theme": [ "business_financing" ] }, "analysis": { "confidence": "medium", "low_confidence_reasons": [ "visual_style_unclear", "limited_frame_evidence" ], "pattern_summary": { "creative_family": "loan_related | unknown | benefit_first | low_interest | unknown", "pattern_signature": [ "loan_related", "unknown", "benefit_first", "low_interest", "unknown" ], "diversity_axes": { "visual_style": "unknown", "hook_type": "benefit_first", "angle": "low_interest", "format_pattern": "unknown", "native_feel": "ad_like", "story_format": "unknown" } } }, "compliance": { "risk_level": "low" }, "content": { "info_points": [ "none" ], "info_points_meta": { "source": "rule_keywords" } } }, "usage": { "input_tokens": 4456, "output_tokens": 866, "total_tokens": 5322 }, "labeled_at": "2026-04-13T18:37:03.096874" }, { "creative": { "creative_id": "7315179653173592066", "platform": "tiktok", "country": "MX", "language": "es", "media_type": "video", "aspect_ratio": "9:16", "advertiser": "Banco Azteca", "ad_text": "Tu Tarjeta Azteca es válida en cualquier rincón del mundo, úsala y elige el plazo desde tu App.", "cta_text": "", "media_path": "/Users/russell/creative-library/raw/2026-03/tiktok_7315179653173592066.mp4", "duration_seconds": 20.9 }, "frame_paths": [ "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315179653173592066/frame_1.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315179653173592066/frame_2.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315179653173592066/frame_3.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315179653173592066/frame_4.jpg", "/Users/russell/.openclaw/workspace/ad-creative-system/data/frames/7315179653173592066/frame_5.jpg" ], "ocr": { "raw": "TikTOK: Business Creative Center\nTikTok: ви\nCreative Center\nOK: Business Creative Center\nTikTok: Business Creative Center\nTik Tok: su\nCreative Center\nTikToK: Business\nTikTok: Business Creative Center\nTikTok: su\nTikToK: Business Creative Center\nTikToke Bu\nCenter\nCenter\nBusines\nBU\nCreative\nCenter\nik Tok: Business\nenter/\nTikTok: Business Creative Center\nTikTok: Bu\nCreati\nTilsToKe Business Creative Centen\nTikTok: Bu\nCreaty\nepter\n& Business Creative Cer\nDecide en cuantas\nsemanas pagar.\nBOK: Bu\nTikTok: Busin\nCreative Cart\nness Creative\nCenter\nTikToke su\nTikTOK: Business Creative Centel\nTikToK: Bu\nCreative Center\ness Creative Center\nTik Tok: Business\nCreative Cen\nTİK\nCreative\nCenter\neative\nGentel\nTikTok: Busines\nteal\nsenter\nTiKTOK:\nBU\nTikTok: Business Creative Center\nTikTok: qu\neative Center\niKToK: Business\nUSA O\nSOLICITA\nHOTARJETA\nAZTEMAGACA\nTarjota Aztelo os el medio de disposición de Gred\nNo es una tars\nSujeto a an\nde crédito. Credimax es un producto\nación. Consulta más información, rel\nables, así como del Servicio de Banca Movi,\nEfectivo y Crédito al consumo).\nS.A, Institución de Banca Múltiple.\nlon, tasas, CAT y comisiones\nw.bancoazteca.com.mx\nBusiness Creative\nTikTOK: Business Creative Center\nTikTok: Bu", "clean": "TikTOK: Business Creative Center\nTikTok: ви\nCreative Center\nOK: Business Creative Center\nTikTok: Business Creative Center\nTik Tok: su\nCreative Center\nTikToK: Business\nTikTok: Business Creative Center\nTikTok: su\nTikToK: Business Creative Center\nTikToke Bu\nCenter\nCenter\nBusines\nBU\nCreative\nCenter\nik Tok: Business\nenter/\nTikTok: Business Creative Center\nTikTok: Bu\nCreati\nTilsToKe Business Creative Centen\nTikTok: Bu\nCreaty\nepter\n& Business Creative Cer\nDecide en cuantas\nsemanas pagar.\nBOK: Bu\nTikTok: Busin\nCreative Cart\nness Creative\nCenter\nTikToke su\nTikTOK: Business Creative Centel\nTikToK: Bu\nCreative Center\ness Creative Center\nTik Tok: Business\nCreative Cen\nTİK\nCreative\nCenter\neative\nGentel\nTikTok: Busines\nteal\nsenter\nTiKTOK:\nBU\nTikTok: Business Creative Center\nTikTok: qu\neative Center\niKToK: Business\nUSA O\nSOLICITA\nHOTARJETA\nAZTEMAGACA\nTarjota Aztelo os el medio de disposición de Gred\nNo es una tars\nSujeto a an\nde crédito. Credimax es un producto\nación. Consulta más información, rel\nables, así como del Servicio de Banca Movi,\nEfectivo y Crédito al consumo).\nS.A, Institución de Banca Múltiple.\nlon, tasas, CAT y comisiones\nw.bancoazteca.com.mx\nBusiness Creative\nTikTOK: Business Creative Center\nTikTok: Bu", "noise_removed": "TikTOK: Business Creative Center\nTikTok: ви\nCreative Center\nOK: Business Creative Center\nTikTok: Business Creative Center\nTik Tok: su\nCreative Center\nTikToK: Business\nTikTok: Business Creative Center\nTikTok: su\nTikToK: Business Creative Center\nTikToke Bu\nCenter\nCenter\nBusines\nCreative\nCenter\nik Tok: Business\nenter/\nTikTok: Business Creative Center\nTikTok: Bu\nCreati\nTilsToKe Business Creative Centen\nTikTok: Bu\nCreaty\nepter\n& Business Creative Cer\nDecide en cuantas\nsemanas pagar.\nBOK: Bu\nTikTok: Busin\nCreative Cart\nness Creative\nCenter\nTikToke su\nTikTOK: Business Creative Centel\nTikToK: Bu\nCreative Center\ness Creative Center\nTik Tok: Business\nCreative Cen\nCreative\nCenter\neative\nGentel\nTikTok: Busines\nteal\nsenter\nTiKTOK:\nTikTok: Business Creative Center\nTikTok: qu\neative Center\niKToK: Business\nUSA O\nSOLICITA\nHOTARJETA\nAZTEMAGACA\nTarjota Aztelo os el medio de disposición de Gred\nNo es una tars\nSujeto a an\nde crédito. Credimax es un producto\nación. Consulta más información, rel\nables, así como del Servicio de Banca Movi,\nEfectivo y Crédito al consumo).\nS.A, Institución de Banca Múltiple.\nlon, tasas, CAT y comisiones\nw.bancoazteca.com.mx\nBusiness Creative\nTikTOK: Business Creative Center\nTikTok: Bu" }, "labels": { "meta": { "platform": "tiktok", "country": "MX", "language": "es", "media_type": "video", "aspect_ratio": "9:16", "duration_bucket": "16_30s" }, "business": { "relevance": "loan_related", "relevance_meta": { "source": "llm_direct", "llm_value": "loan_related" } }, "subject": { "people_count": "2", "gender_presentation": "female", "age_group": [ "25_34" ], "role_type": [ "borrower", "friend_peer" ], "primary_scene_type": "shop_business", "secondary_scene_types": [ "none" ], "localization_cues": [ "local_language_text", "local_names" ] }, "visual": { "primary_element": "none", "secondary_elements": [ "none" ], "primary_presentation_format": "narrative_scene", "secondary_presentation_formats": [ "text_only" ], "layout_style": "balanced", "color_tone": "bright_warm", "branding_level": "medium", "attention_tactic": [ "none" ], "sound_style": "unknown", "primary_style": "unknown", "decision_meta": { "source": "model_default" }, "attention_tactic_meta": { "source": "rule_combined" }, "layout_style_meta": { "source": "model_default" } }, "copy": { "hook_type": "benefit_first", "tone": "friendly_casual", "cta_style": "none", "has_explicit_cta": false, "cta_meta": { "matched_keywords": [], "source": "none" }, "hook_meta": { "source": "model_default" }, "hook_type_meta": { "source": "default" } }, "structure": { "primary_story_format": "direct_pitch", "secondary_story_formats": [ "none" ], "opening_speed": "gradual", "edit_pace": "medium", "subtitle_style": "large_bold" }, "platform_style": { "primary_format_pattern": "voiceover_broll", "secondary_format_patterns": [ "image_text_voiceover" ], "native_feel": "ad_like" }, "production": { "source_type": "original", "decision_meta": { "source": "model_default" } }, "offer": { "primary_angle": "fully_online", "secondary_angles": [ "trust_security", "fully_online", "repayment_amount" ], "proof_type": [ "repayment_demo", "authority_signal" ], "user_need_state": [ "daily_expense" ], "decision_meta": { "source": "rule_keywords" }, "loan_product_type": "consumer_installment", "loan_product_type_meta": { "source": "rule_keywords", "matched": [ "plazo" ] } }, "theme": { "primary_theme": [ "credit_sensitive" ] }, "analysis": { "confidence": "medium", "low_confidence_reasons": [ "visual_style_unclear", "limited_frame_evidence" ], "pattern_summary": { "creative_family": "loan_related | unknown | benefit_first | fully_online | unknown", "pattern_signature": [ "loan_related", "unknown", "benefit_first", "fully_online", "unknown" ], "diversity_axes": { "visual_style": "unknown", "hook_type": "benefit_first", "angle": "fully_online", "format_pattern": "unknown", "native_feel": "ad_like", "story_format": "unknown" } } }, "compliance": { "risk_level": "low" }, "content": { "info_points": [ "repayment_terms", "approval_criteria" ], "info_points_meta": { "source": "rule_keywords" } } }, "usage": { "input_tokens": 4461, "output_tokens": 904, "total_tokens": 5365 }, "labeled_at": "2026-04-13T18:37:49.320399" } ]