{"uid":"cap_ULm9A_fmxKRp_hX4bLoE5","slug":"convrgent-ai-5d4e16a5","name":"Convrgent.ai Cultural Adaptation for International Sales","description":"Cultural Adaptation for International Sales — Hofstede dimension analysis, market-specific messaging adaptations, negotiation norms, taboos, formality levels, pricing psychology by culture, localization priorities.","url":"https://convrgent.ai/api/kyb/cultural","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","bodyType","body","method"],"properties":{"body":{"required":["target_market"],"properties":{"product":{"type":"string","description":"Product context for market-specific advice"},"kyh_profile":{"type":"object","description":"Full KYH personality portrait"},"partial_data":{"type":"object","description":"Partial personality data"},"target_market":{"type":"string","description":"Country or region name"},"buyer_description":{"type":"string","description":"Text description"}}},"type":{"type":"string","const":"http"},"method":{"enum":["POST"],"type":"string"},"bodyType":{"enum":["json","form-data","text"],"type":"string"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"mode":"inferred","taboos":["Direct price negotiation in first meeting","Rushing decision timeline","Casual tone in initial contact"],"trust_building":["Third-party introductions (shokaijo)","Consistent follow-up","Respect for hierarchy"],"cultural_context":{"market":"Japan","business_culture":"relationship-first","decision_process":"consensus (nemawashi)"},"localization_tips":["Translate materials professionally","Use local case studies","Adapt pricing to local norms"],"sales_adaptations":{"pacing":"slow-build, multiple meetings","greeting":"formal, title-focused","presentation":"detail-heavy, written proposals"}}},"example":{"request":{"frame_type":"price-increase","constraints":["Maintain long-term relationship","Emphasize quality and service improvements","Respect hierarchical decision-making processes"],"information":"We are implementing a new pricing structure that will result in a 15% increase in subscription costs, effective next quarter","target_market":"Japan","desired_outcome":"zero-qa@agentmail.to","audience_context":"Enterprise technology sector clients in Japan"},"response":{"mode":"inferred","taboos":["Direct confrontation or public criticism","The number 4 (shi = death) in pricing or packaging","Showing impatience with decision timelines","Overly casual initial communication","Ignoring hierarchical business protocols"],"_context":{"tips":["You've been profiling individuals. KYH also offers compatibility, conflict prediction, and bridge communication for pairs.","The /api/kyh/portrait endpoint synthesizes all 5 frameworks into a single comprehensive personality profile."],"framing":"exploratory","feedback":{"enabled":false,"message":"Feedback collection coming soon via ERC-8004 reputation registry.","placeholder":{"method":"submitFeedback(uint256 agentId, uint8 rating, bytes32 interactionHash)","chainId":8453,"contract":"0x0000000000000000000000000000000000000000"}},"agentType":"explorer","suggestions":["You've been exploring broadly — the /api/kyh/portrait endpoint gives a comprehensive synthesis of all frameworks","For quick lookups, the /api/kyh/micro endpoints offer single data points at $0.05-$0.15"],"interactionCount":39},"confidence":0.2142857142857143,"_kyh_upsell":{"message":"This response used inferred mode (text description only). For personality-precision buyer intelligence, add KYH profile data.","endpoints":[{"path":"/api/kyh/portrait","price":"$12.00","description":"Full 11-framework personality portrait — maximum buyer intelligence"},{"path":"/api/kyh/psych","price":"$2.50","description":"12 psychological dimensions including OCEAN + risk tolerance"},{"path":"/api/kyh/socionics","price":"$2.00","description":"Socionics cognitive typing — decision-making style"},{"path":"/api/kyh/enneagram","price":"$2.00","description":"Enneagram type + wing — core purchase motivation"}],"upgrade_signal":"With a KYH profile, this shifts from directional estimates to precision targeting — specific Socionics buying style, Enneagram purchase motivation, OCEAN-calibrated persuasion strategy, and cross-framework convergence patterns that text inference cannot detect."},"formality_level":0.9,"decision_process":{"speed":"Slow — long-term relationship focus","influencers":"Varies by market — check local business culture","individual_vs_group":"Group consensus expected"},"hofstede_profile":{"indulgence":35,"masculinity":50,"individualism":15.000000000000002,"power_distance":75,"long_term_orientation":85,"uncertainty_avoidance":90},"negotiation_style":{"pace":"Deliberate — relationship before transaction","expected_approach":"Formal, hierarchical","hierarchy_awareness":"High — respect titles and seniority"},"pricing_psychology":["Round pricing preferred","Higher price = perceived higher quality"],"messaging_adaptations":[{"dimension":"cultural","recommendation":"Meticulous attention to detail and packaging"},{"dimension":"cultural","recommendation":"Group harmony and consensus-driven messaging"},{"dimension":"cultural","recommendation":"Seasonal marketing aligned to cultural calendar"},{"dimension":"cultural","recommendation":"Craftsmanship narrative (monozukuri)"},{"dimension":"cultural","recommendation":"Kawaii (cute) aesthetic is a valid marketing strategy"},{"dimension":"cultural","recommendation":"Indirect communication — imply rather than state"}],"localization_priorities":["Language","Currency","Cultural references","Payment methods"]}},"exampleRequest":{"frame_type":"price-increase","constraints":["Maintain long-term relationship","Emphasize quality and service improvements","Respect hierarchical decision-making processes"],"information":"We are implementing a new pricing structure that will result in a 15% increase in subscription costs, effective next quarter","target_market":"Japan","desired_outcome":"zero-qa@agentmail.to","audience_context":"Enterprise technology sector clients in Japan"},"tags":["x402"],"displayCostAmount":"1","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"settled","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_s7-BKClzeMwccwYJBWncZ","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"1","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes cultural dimensions (Hofstede) and provides market-specific messaging, negotiation norms, taboos, formality levels, and pricing psychology for international sales contexts.","exampleAgentPrompt":"I'm pitching our SaaS project management tool to enterprise clients in Japan — can you run a Hofstede cultural analysis and give me adapted messaging, negotiation norms, taboos to avoid, the right formality level, and pricing psychology guidance for that market?","exampleUseCases":null,"resultDescription":"Returns a structured cultural profile including Hofstede dimension analysis, market-specific messaging adaptations, negotiation norms and tactics, cultural taboos, appropriate formality levels, pricing psychology recommendations, and localization priorities for the specified target culture.","failureModes":["Unsupported or unrecognized target culture/country returns an error or empty result","Insufficient context about product/service may produce generic rather than targeted adaptation","Highly niche or subregional cultural distinctions may not be captured","API may return partial results if sales context description is ambiguous"],"whenToPreferThis":"Use this endpoint when an AI agent needs to tailor international sales outreach, proposals, or negotiation strategies to a specific cultural context — particularly when Hofstede-framework analysis, formality calibration, and pricing psychology are needed. Prefer over generic localization tools when the focus is B2B sales intelligence rather than simple translation or UI localization.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T13:02:20.273Z","isFirstParty":false}