{"version":"1.0.0","last_updated":"2026-06-13","valid_as_of":"2026-06-13","candidate_name":"Anatoly Kapustin","frameworks":[{"framework_name":"Built-in creator-led localization loops","plain_english_explanation":"Use local creators not just for distribution, but as a feedback system that teaches the product how to sound native in a new market.","when_useful":["A product enters a new country","The team does not yet know how the product should sound locally","Paid media can buy reach but not trust"],"typical_outputs":["Creator map","Local narrative hypotheses","Content feedback loop","Format testing system","Market language notes"],"related_evidence":["Built a UAE creator engine producing 2M monthly views at 5.5x below standard market cost","Supported Yandex AI launch execution and localization in Turkey"],"related_use_cases":["Market entry","Creator marketing","Local positioning","Product launch"]},{"framework_name":"Internet-native proof loops","plain_english_explanation":"Design communication so the audience itself starts generating signals of relevance: shares, comments, creator content, media pickup, and community reactions.","when_useful":["A team needs social proof before heavy scale","The product benefits from formats people will repeat or remix","Earned attention matters as much as bought attention"],"typical_outputs":["Shareable format","Reaction loop","Creator amplification logic","Earned-media triggers"],"related_evidence":["Turned interface copy into a poetry flashmob","Ran public ChatGPT experiments that became media stories","Built personal media reaching 20M organic views per month"],"related_use_cases":["Internet-native growth","Digital PR","Creative strategy"]},{"framework_name":"Crisis-response compression systems","plain_english_explanation":"Reduce the distance between signal and response through monitoring, local detection, clear decision rules, escalation logic, and fast execution.","when_useful":["A business operates across multiple markets","Public friction moves faster than internal coordination","Reputation risk needs rules, not improvisation"],"typical_outputs":["Monitoring logic","Escalation rules","Response chain","Stakeholder communication notes"],"related_evidence":["Designed a crisis-response system used across 15 markets","Reduced response time to 15 minutes while saving 20% of annual departmental budget"],"related_use_cases":["Crisis communications","Reputation management","Multi-market coordination"]},{"framework_name":"Local narrative before media spend","plain_english_explanation":"Before scaling paid distribution, build the language that makes the product understandable and acceptable in the local market.","when_useful":["A product is entering a new market or category","The team has media budget but weak local narrative","Trust and comprehension matter before scale"],"typical_outputs":["Narrative priorities","Local message hierarchy","Launch language notes","Communication guardrails"],"related_evidence":["Supported Yandex AI launch communication and adaptation in Turkey","Helped an urban mobility launch in Kazakhstan land with much lower negative feedback than category norms"],"related_use_cases":["Market entry","Launch advisory","Product marketing"]},{"framework_name":"Cultural wedge strategy","plain_english_explanation":"Enter a market through a small but real cultural opening: a meme, a local tension, a creator format, a habit, or a piece of internet-native language.","when_useful":["The category is crowded or easy to ignore","The audience needs an immediate point of recognition","Standard messaging sounds too generic to travel"],"typical_outputs":["Cultural entry point","Format concept","Creator angle","Messaging wedge"],"related_evidence":["Turned a competitor routing glitch into an earned-media moment","Created public formats around AI and taxi product behavior that people actually repeated online"],"related_use_cases":["Creative strategy","Earned media","Internet-native growth"]},{"framework_name":"Unconventional growth under constraint","plain_english_explanation":"Look for growth in local insight, creator leverage, cultural timing, and earned attention before assuming the answer is more budget.","when_useful":["Budget is limited","The obvious growth channels are too expensive","A team needs leverage, not just more spend"],"typical_outputs":["Constraint-aware growth plan","Unusual channel ideas","Format experimentation list","Low-waste creator strategy"],"related_evidence":["Built creator partnerships at 5.5x below standard market cost in the UAE","Built personal media and independent formats with strong organic spread"],"related_use_cases":["Growth strategy","Creator systems","Launch support"]}]}