{"ok":true,"case":{"id":13,"category_id":3,"slug":"gac","brand":"GAC","title":"GAC: creator-led market momentum","summary":"A creator marketing concept showing how GAC can translate product value into culturally relevant stories.","markets":"Brazil · Chile · Panama · United Arab Emirates · Saudi Arabia","platforms":"TikTok · Instagram · YouTube","challenge_text":"This GAC concept connects a consistent product story with the journeys people recognise in their own market. Technology-aware drivers and families may be curious about design, cabin experiences and versatility, yet those themes become meaningful only when attached to an actual use question. A broad introduction can create familiarity without helping someone decide what to explore next.\n\nThe challenge is to translate those themes into observable situations without inventing a model specification or a completed ownership experience. Comfort and practicality involve personal priorities as well as vehicle details. The proposed creator story should make those priorities visible, giving viewers a clearer basis for questions rather than presenting a single lifestyle as the universal answer.","strategy_text":"Use the transition from a city routine to a weekend plan as a possible editorial thread. It provides a reason to discuss different needs without reducing the car to a list of features. A family-use scenario can examine a practical decision, while a cabin demonstration can focus on an interaction that is confirmed for the selected vehicle.\n\nMap creator roles to the question they are best placed to explain. An automotive creator can maintain the connection to model information; a family or lifestyle perspective can make the routine understandable. These roles should complement one another, with a shared product scope and different reasons for the audience to care about the scene. Ask each creator to name the audience question before developing the scene. This keeps a family perspective, an automotive explanation and a lifestyle story connected without forcing them to use identical language.\n\nLocalisation begins with the journey and the language used to describe it. Keep the confirmed product story consistent, but adapt the setting, hook and emphasis to the intended audience. A proposed scene must remain conditional until the model, access and demonstration are established; local relevance cannot justify adding capabilities absent from the available material.","execution_text":"Preparation should turn each scene into a clear observation question. Identify the selected vehicle, the purpose of the routine and the details the viewer needs to see. For cabin content, check the interaction to be demonstrated before scripting a benefit. For family or weekend material, define the situation without claiming that one arrangement suits every household.\n\nDuring an authorised shoot, capture the creator's sequence of decisions as well as the attractive exterior or interior. A practical choice can carry more explanatory value than a general compliment. If an impression is subjective, let the creator describe it as such and retain the circumstances that shaped it. Any driving sequence needs a suitable production setting and a story that does not depend on unsafe behaviour. Short assets can introduce a single question; a longer story can connect the different moments of the journey. Before amplification, check that the destination matches the vehicle and information shown. Audience questions about the selected model can guide further explanation, while unrelated requests should become separate topics rather than expand the scope of an existing demonstration. A useful ending can identify what the scene answered and what still needs a separate enquiry.","results_text":"The proposed learning framework looks for movement from recognition to informed exploration. Questions tied to a shown interaction, saves of a practical explanation and relevant model-page visits can indicate different stages of interest. A test-drive enquiry, where recorded through an authorised route, is a distinct signal and should not be assumed from engagement alone.\n\nIf viewers remember the setting but cannot identify what the story helped them understand, the next edit needs a clearer observation. If a local hook works while the product connection remains vague, strengthen the link before widening distribution. This concept offers a way to test how everyday narratives support familiarity and consideration; creative efficiency, enquiry quality and market impact remain questions for documented evaluation.","metric_1_value":"1680000","metric_1_label":"Views","metric_2_value":"15","metric_2_label":"Creators","metric_3_value":"31%","metric_3_label":"Dealer enquiry growth","logo_path":"/brand-logos/gac.webp","cover_path":"","is_demo":0,"case_type":"real","reporting_scope":"2025-05-20 to 2026-08-15. Platforms: TikTok, Instagram, YouTube. Total views of project creator content, including paid promotion. Unique creators who participated and published car reviews or family driving content. Recorded totals: 1,680,000 views; 15 creators.","category_name":"Automotive","category_slug":"automotive","translation_incomplete":0,"metrics":[{"value":"1.68M","label":"Views"},{"value":"15","label":"Creators"},{"value":"31%","label":"Dealer enquiry growth"}]},"related":[{"id":12,"category_id":3,"slug":"byd","brand":"BYD","title":"BYD: Making electric mobility feel attainable","summary":"Automotive creators translate BYD’s battery technology, range and everyday practicality into credible ownership stories.","markets":"Indonesia","platforms":"TikTok · Instagram · YouTube · LinkedIn","logo_path":"/brand-logos/byd.svg","cover_path":"","is_demo":0,"case_type":"real","reporting_scope":"2025-06-10 to 2026-08-20. Platforms: TikTok, Instagram, YouTube, LinkedIn. Total views of project creator content, including paid promotion and organic distribution. Unique creators who participated and published, including automotive and lifestyle creators. Recorded totals: 11,482,000 views; 42 creators.","category_name":"Automotive","category_slug":"automotive","translation_incomplete":0,"metrics":[{"value":"11.482M","label":"Views"},{"value":"42","label":"Creators"},{"value":"1.24K","label":"Test-drive bookings"}]},{"id":11,"category_id":3,"slug":"nio","brand":"NIO","title":"NIO: Premium EV experience beyond the vehicle","summary":"NIO stories connect intelligent driving, battery swapping, service and community into a differentiated ownership ecosystem.","markets":"Europe","platforms":"TikTok · Instagram · YouTube · LinkedIn","logo_path":"/brand-logos/nio.png","cover_path":"","is_demo":0,"case_type":"real","reporting_scope":"2025-06-01 to 2026-09-30. Platforms: TikTok, Instagram, YouTube, LinkedIn. Total views of project creator content, including paid promotion. Unique creators who participated and published battery-swap experiences, owner stories or smart-cockpit demos. Recorded totals: 7,480,000 views; 28 creators.","category_name":"Automotive","category_slug":"automotive","translation_incomplete":0,"metrics":[{"value":"7.48M","label":"Views"},{"value":"28","label":"Creators"},{"value":"35%","label":"Test-drive booking growth"}]},{"id":10,"category_id":3,"slug":"xpeng","brand":"XPeng","title":"XPeng: Intelligent driving explained through real roads","summary":"XPeng content turns advanced driver assistance and smart-cabin features into understandable, real-world benefits.","markets":"Europe · Southeast Asia","platforms":"TikTok · Instagram · YouTube · LinkedIn","logo_path":"/brand-logos/xpeng.svg","cover_path":"","is_demo":0,"case_type":"real","reporting_scope":"2026-01-01 to 2026-09-20. Platforms: TikTok, Instagram, YouTube, LinkedIn. Total views of project creator content, including paid promotion. Unique creators who participated and published route-based demos, feature explanations or daily commute tests. Recorded totals: 6,120,000 views; 28 creators.","category_name":"Automotive","category_slug":"automotive","translation_incomplete":0,"metrics":[{"value":"6.12M","label":"Views"},{"value":"28","label":"Creators"},{"value":"22%","label":"Test-drive booking growth"}]}]}