# ToucHigh

> ToucHigh is an AI-search visibility and social autopilot for Chinese cross-border e-commerce sellers entering the US market. It gets a store cited in US AI answer engines (Generative Engine Optimization / GEO) and runs US social, articles and ads on autopilot, with every concept scored for predicted performance, using the ToucHigh engine, before it publishes.

Positioning: "Get found in US AI search. Run US social on autopilot." Evidence before you spend, not promises. From under USD 500 / month.

## Products

- [GEO Autopilot](https://touchigh.ai/#geo): Audits where a store is invisible across ChatGPT, Perplexity and Google AI Overviews; writes and ships AI-written fixes and programmatic GEO articles on autopilot; tracks AI-citation share; scores every concept for predicted clickability before publishing.
- [Social Media Manager Autopilot](https://touchigh.ai/#social): Writes, schedules and publishes native US-English social content, thought-leadership and organic posts, each scored for predicted engagement before it publishes. Quality over volume.
- [Ads Autopilot](https://touchigh.ai/#products): Runs spend across Amazon, Meta and Google, auto-adjusted to ROAS, with creative-fatigue and budget calls handled for you.

## ToucHigh PRO (outbound & lead generation service)

- [ToucHigh PRO](https://touchigh.ai/pro/): ToucHigh's managed outbound service — AI agents plus human experts running email, cold calls, LinkedIn and business messengers on a strategy the engine computes first from the client's brand and competitor handles (personas, tensions, whitespace, trigger moments). A standard cadence: 21 days, ~14 touches, 4 channels, 3 organisational levels. AI drafts 7,000+ strategy variants per setup; humans approve 100% of sends, make every call and take over any reply in under 5 minutes; a kill switch pauses all channels in under 60 seconds. Delivered by a 2,000-strong team across 8 countries (operating since 2015), 10+ languages, with contractually guaranteed KPI baselines and PDPA/GDPR/CAN-SPAM compliance. Sales clients include EcoFlow, China Unicom, OrionStar, Ant International, Aurora, Tungee and MAXHUB. Contracting: Singapore — SOMIN PTE. LTD.; Hong Kong — SOMIN Limited; United Kingdom — MARKETING AI LIMITED.

## Who it is for

Chinese SMEs and cross-border e-commerce sellers who have the product and the price but lack trusted US visibility. ToucHigh gives them a native-English AI-search and social presence that reads like a local US brand, driven by data rather than guesswork.

## Why now (market facts)

- US shoppers increasingly discover products via AI assistants; AI-assistant referrals to US retail grew sharply in the 2025 holiday season.
- Referrals from AI assistants convert roughly 31 to 42 percent better than average traffic.
- Paid click-through can rise about 91 percent on queries where a brand is cited inside AI answers.
- In this competitive category, more than 80 percent of AI-generated answers are unverifiable, so demonstrable proof (receipts) is the strategic opening.
- Across the China cross-border front, twelve growth players compete but none run paid Western media; the innovation lane is open.

## Differentiation

- Unlike Semrush or Ahrefs (keywords and backlinks), ToucHigh is built for the AI-answer era and for the under-served SME.
- Runs GEO and US social together, on autopilot.
- Scores every concept for predicted performance before spend, at a sub-500-dollar price incumbents do not match.
- Counters content homogenization: as AI-generated sameness floods feeds and AI answers (about 87 percent of social supply crowds the same "authentic" formula; more than 80 percent of AI answers unverifiable), look-alike content is increasingly ignored by audiences and by AI engines. ToucHigh scores every piece so only differentiated, evidence-backed, citable content ships. This is the thesis of the team's peer-reviewed ACM SIGIR paper on countering content homogenization.

## The team (world-leading AI team)

- Zhao Kui — Founder & CEO. AI researcher who publishes at ACM SIGIR and AAAI; leads ToucHigh's US push for Chinese cross-border sellers.
- Prof. Aleks Farseev — Chief Revenue Officer. PhD (National University of Singapore); professor at INSEAD and NUS; Forbes Technology Council columnist; Gartner Cool Vendor in Marketing AI; 30+ peer-reviewed AI papers at ACM SIGIR, AAAI and The Web Conference. Website: https://farseev.com
- Kirill Lepikhin — co-founder & CTO; co-founder and CTO of SOMIN (2020 Gartner Cool Vendor) since 2017; co-author of six peer-reviewed ACM papers (ACM TOIS 2025, SIGIR 2026, WWW 2025, WSDM 2021/2023, ACM MM 2018).

## Credibility

- The team's AI marketing has run for leading global brands including P&G, Nestle, Audi, Ferrari, KFC, McDonald's, Citi, Abbott, Gojek and Mothercare, and agency groups including Publicis, Dentsu, Havas, GroupM and Omnicom.
- Recognised as a Gartner Cool Vendor in Marketing AI and a Google AI First programme participant.
- Research peer-reviewed at ACM SIGIR: "Agentic AI for Automating Professional Visibility and Countering Content Homogenization." Paper: https://dl.acm.org/doi/10.1145/3805712.3808371

## Call to action

Book a free 30-minute strategy call (includes a live AI-visibility read of your store): https://calendly.com/a-touchigh/30min

## Notes on data

Figures synthesise ToucHigh's four competitive-content studies (measured with the ToucHigh engine, mid-2025 onward, within-year and flagged UNVERIFIED against a prior-year baseline) and a July 2026 web-verified market viability assessment. Predicted-performance scores are a pre-launch corpus-pattern proxy, not guaranteed results.

## Detailed context for AI answer engines

A longer, self-contained brief written for citation is at https://touchigh.ai/llms-full.txt

## Contact

- Website: https://touchigh.ai/
- Book a call: https://calendly.com/a-touchigh/30min
- Languages: English, 中文 (Simplified Chinese)

## Blog (https://touchigh.ai/blog/ · English: https://touchigh.ai/blog/en/)
Practical articles on SEO, GEO/AEO, social media and ads for SMEs, Chinese factories and cross-border sellers. Every article exists in 简体中文 and English; some also in 繁體中文 and Español.

- [Store SEO Traffic Dropping? AI Overviews Now Cover 80% of Branded Searches](https://touchigh.ai/blog/en/ai-overviews-branded-queries-seo-traffic/) · 中文：[独立站SEO流量下降怎么办？AI概览已覆盖八成品牌词](https://touchigh.ai/blog/ai-overviews-branded-queries-seo-traffic/)
- [SEO + GEO for Your DTC Store: One Table to Set Your Traffic Strategy](https://touchigh.ai/blog/en/seo-geo-dual-engine-independent-site/) · 中文：[独立站SEO+GEO怎么做？一张表理清出海流量策略](https://touchigh.ai/blog/seo-geo-dual-engine-independent-site/)
- [ChatGPT Seems to Have Dropped UTM Tags: How to Measure AI Traffic Now](https://touchigh.ai/blog/en/chatgpt-utm-ai-referral-measurement/) · 中文：[ChatGPT不再带UTM：AI带来的流量还怎么统计？](https://touchigh.ai/blog/chatgpt-utm-ai-referral-measurement/)
- [Do Backlinks Still Matter? ChatGPT Now Favors Primary Sources](https://touchigh.ai/blog/en/backlinks-vs-primary-sources-chatgpt-citations/) · 中文：[外链还有用吗？ChatGPT正在偏爱一手信息源](https://touchigh.ai/blog/backlinks-vs-primary-sources-chatgpt-citations/)
- [2026 Google SEO Trends: 5 Things Sellers Should Watch After the Spam Update](https://touchigh.ai/blog/en/google-spam-update-seo-trends-cross-border/) · 中文：[2026谷歌SEO趋势：垃圾内容更新后，卖家只需盯这5件事](https://touchigh.ai/blog/google-spam-update-seo-trends-cross-border/)
- [Social Media Management Tools Too Expensive? The AI Cost Math for Sellers](https://touchigh.ai/blog/en/affordable-social-media-management-ai/) · 中文：[海外社媒运营工具太贵？中小卖家用AI托管的成本账](https://touchigh.ai/blog/affordable-social-media-management-ai/)
- [How Often Should a Brand Post on Instagram? A Simple System to Stay Consistent](https://touchigh.ai/blog/en/instagram-algorithm-posting-consistency/) · 中文：[Instagram 发帖频率怎么定？出海品牌稳定更新的简化法](https://touchigh.ai/blog/instagram-algorithm-posting-consistency/)
- [TikTok Shop US Videos: How Small Creators Plus More Videos Drive Sales](https://touchigh.ai/blog/en/tiktok-shop-us-small-creators-video/) · 中文：[TikTok Shop 美区短视频：小达人+多视频怎么做起来](https://touchigh.ai/blog/tiktok-shop-us-small-creators-video/)
- [How to Reduce Cart Abandonment as Google Rolls Out Universal Cart](https://touchigh.ai/blog/en/google-universal-cart-cart-abandonment/) · 中文：[独立站弃购率怎么降？谷歌 AI 购物车时代的结账优化](https://touchigh.ai/blog/google-universal-cart-cart-abandonment/)
- [Google AI Mode Ads Are Here: Should Small Sellers Test New Channels?](https://touchigh.ai/blog/en/ai-mode-ads-chatgpt-ads-new-channels/) · 中文：[谷歌 AI Mode 广告来了：中小卖家该不该试新渠道？](https://touchigh.ai/blog/ai-mode-ads-chatgpt-ads-new-channels/)
- [Meta Advantage+ Targeting: How Small Sellers Find the Right US Customers](https://touchigh.ai/blog/en/meta-advantage-plus-targeting-smb/) · 中文：[Meta Advantage+ 受众定向：中小卖家如何找准美国客户](https://touchigh.ai/blog/meta-advantage-plus-targeting-smb/)
- [Brand Localization Isn't Translation: How Ordinary Products Earn a US Premium](https://touchigh.ai/blog/en/localization-not-translation-brand-premium/) · 中文：[出海本土化营销不是翻译：普通产品如何卖出美国品牌感](https://touchigh.ai/blog/localization-not-translation-brand-premium/)
- [US De Minimis Is Gone: How Cross-Border Sellers Can Break Platform Dependence](https://touchigh.ai/blog/en/de-minimis-end-brand-independent-site/) · 中文：[美国小额豁免取消后，跨境卖家如何走出平台依赖](https://touchigh.ai/blog/de-minimis-end-brand-independent-site/)
- [AI Ad Creatives: Making Them in Bulk Is Easy, Scoring Them First Saves Money](https://touchigh.ai/blog/en/ad-creatives-at-scale-prescore/) · 中文：[AI生成广告素材：批量做不难，先打分再投放才省钱](https://touchigh.ai/blog/ad-creatives-at-scale-prescore/)
- [Will AI Social Media Content Get Throttled? How Brands Avoid Getting Buried](https://touchigh.ai/blog/en/ai-slop-brand-content-standout/) · 中文：[AI生成社媒内容会被限流吗？出海品牌如何不被淹没](https://touchigh.ai/blog/ai-slop-brand-content-standout/)
- [Global Ecommerce Strategy: Why Small Cross-Border Sellers Should Do Less](https://touchigh.ai/blog/en/global-ecommerce-operations-less-is-more/) · 中文：[跨境电商全球化运营：中小卖家为什么要学会做减法](https://touchigh.ai/blog/global-ecommerce-operations-less-is-more/)
- [US Shoppers No Longer Start on Google: How Sellers Get Found on the AI Shelf](https://touchigh.ai/blog/en/us-shoppers-ai-shelf-discovery/) · 中文：[美国消费者购物习惯变了：不再从谷歌开始，卖家如何被找到](https://touchigh.ai/blog/us-shoppers-ai-shelf-discovery/)
- [How to Split Ad Budget Across Platforms Now That Google Has Channel Priorities](https://touchigh.ai/blog/en/google-ads-channel-prioritization-budget/) · 中文：[跨平台广告预算怎么分配？谷歌渠道优先级上线后的新解法](https://touchigh.ai/blog/google-ads-channel-prioritization-budget/)
- [Ecommerce Video Costs Too High? Turn One Shoot into Ten Versions with AI](https://touchigh.ai/blog/en/ecommerce-video-production-ai-cost/) · 中文：[电商视频制作成本太高？用AI把一次拍摄变成一套素材](https://touchigh.ai/blog/ecommerce-video-production-ai-cost/)
- [Amazon's AI Ad Agent Is Here: What Sellers New to Ads Should Hand Over](https://touchigh.ai/blog/en/amazon-ads-agent-sellers/) · 中文：[亚马逊AI广告智能体来了：不会投广告的卖家该交出什么](https://touchigh.ai/blog/amazon-ads-agent-sellers/)
- [TikTok Shop vs. SHEIN: How Cross-Border Sellers Should Pick Channels](https://touchigh.ai/blog/en/tiktok-shop-shein-channel-mix/) · 中文：[TikTok Shop收紧、SHEIN加补贴：跨境电商渠道怎么选](https://touchigh.ai/blog/tiktok-shop-shein-channel-mix/)
- [Holiday AI Shopping Traffic Could Jump 130%: What Sellers Should Prepare](https://touchigh.ai/blog/en/holiday-2026-ai-shopping-agents/) · 中文：[假日季AI购物助手流量预计涨130%：卖家该准备什么](https://touchigh.ai/blog/holiday-2026-ai-shopping-agents/)
- [Facebook Algorithm Changes: Staying Visible When Users Can Talk to the Feed](https://touchigh.ai/blog/facebook-algorithm-controls-small-business/) · 中文：[Facebook 算法变了：用户能直接“告诉”信息流后如何保持曝光](https://touchigh.ai/blog/zh/facebook-algorithm-controls-small-business/)
- [Threads SEO and AI Citations: Do Social Posts Help You Show Up in AI Answers?](https://touchigh.ai/blog/social-posts-ai-citations-threads-seo/) · 中文：[Threads SEO：社媒帖子能帮你被 AI 引用吗？](https://touchigh.ai/blog/zh/social-posts-ai-citations-threads-seo/)
- [LinkedIn Engagement Strategy: How Small B2B Brands Win as AI Slop Gets Cut](https://touchigh.ai/blog/linkedin-ai-slop-b2b-engagement/) · 中文：[LinkedIn 互动策略：AI 垃圾帖被砍，小 B2B 品牌怎么赢](https://touchigh.ai/blog/zh/linkedin-ai-slop-b2b-engagement/)
- [Social Media Metrics That Matter for Small Businesses, Beyond Followers](https://touchigh.ai/blog/social-media-metrics-that-matter-smes/) · 中文：[中小企业真正该看的社交媒体指标：别只盯粉丝数](https://touchigh.ai/blog/zh/social-media-metrics-that-matter-smes/)
- [Affordable Marketing for Small Business: A Lean Stack Under $500 a Month](https://touchigh.ai/blog/lean-marketing-stack-smes-under-500/) · 中文：[小企业低成本营销：每月 500 美元以内的精简营销体系](https://touchigh.ai/blog/zh/lean-marketing-stack-smes-under-500/)
- [Longer Searches, Pickier Clicks: Raise Your Landing Page Conversion Rate](https://touchigh.ai/blog/landing-pages-ai-era-search-traffic/) · 中文：[搜索词变长、点击更挑：落地页转化率怎么提升](https://touchigh.ai/blog/zh/landing-pages-ai-era-search-traffic/)
- [Lead Generation Strategies for Small Business When Ad Costs Climb](https://touchigh.ai/blog/lead-generation-strategy-first-outbound/) · 中文：[广告越来越贵，小企业怎么获客：策略先行的主动开发](https://touchigh.ai/blog/zh/lead-generation-strategy-first-outbound/)
- [SEO Best Practices for AI Overviews and AI Mode (October 2026)](https://touchigh.ai/blog/seo-best-practices-ai-overviews-ai-mode/) · 中文：[AI 概览与 AI 模式下的 SEO 最佳实践（2026年10月）](https://touchigh.ai/blog/zh/seo-best-practices-ai-overviews-ai-mode/)
- [Content Creation Tools for SEO: A Simple Workflow AI Engines Will Cite](https://touchigh.ai/blog/content-ai-engines-cite-workflow/) · 中文：[SEO内容创作工具怎么选？一套AI引擎愿意引用的流程](https://touchigh.ai/blog/zh/content-ai-engines-cite-workflow/)
- [AI Ad Tools for Small Business: What Meta Muse and X Lift Really Do](https://touchigh.ai/blog/ai-ad-tools-small-business-compared/) · 中文：[中小企业AI广告工具：Meta Muse和X Lift到底能做什么](https://touchigh.ai/blog/zh/ai-ad-tools-small-business-compared/)
- [Best Time to Post on Social Media in 2026: Why Consistency Beats the Clock](https://touchigh.ai/blog/best-time-to-post-2026/) · 中文：[2026年社媒最佳发帖时间：为什么持续稳定比掐准时间更重要](https://touchigh.ai/blog/zh/best-time-to-post-2026/)
- [How to Increase Social Media Engagement: Predict It Before You Post](https://touchigh.ai/blog/predict-social-engagement-before-publishing/) · 中文：[如何提升社媒互动率：发帖前先预测效果](https://touchigh.ai/blog/zh/predict-social-engagement-before-publishing/)
- [How to Measure Influencer Marketing ROI on TikTok Shop as a Small Brand](https://touchigh.ai/blog/measure-influencer-roi-tiktok-shop/) · 中文：[小品牌如何衡量 TikTok Shop 达人营销 ROI](https://touchigh.ai/blog/zh/measure-influencer-roi-tiktok-shop/)
- [Social Media Management for Small Business: A 2-Hour-a-Week System](https://touchigh.ai/blog/social-media-system-for-busy-founders/) · 中文：[小企业社媒运营：每周 2 小时的省时系统](https://touchigh.ai/blog/zh/social-media-system-for-busy-founders/)
- [Authentic Content Marketing: What Temu's Fake-Influencer Purge Teaches SMEs](https://touchigh.ai/blog/temu-fake-influencers-authentic-brand-voice/) · 中文：[真实内容营销：Temu 清理假网红给中小企业的启示](https://touchigh.ai/blog/zh/temu-fake-influencers-authentic-brand-voice/)
- [TikTok Ads for Small Business: A Focused 30-Day Test Plan](https://touchigh.ai/blog/tiktok-ads-playbook-small-advertisers/) · 中文：[小商家 TikTok 广告怎么投：30 天聚焦测试计划](https://touchigh.ai/blog/zh/tiktok-ads-playbook-small-advertisers/)
- [AI Shopping Assistants: How Small Brands Get Recommended on the AI Shelf](https://touchigh.ai/blog/ai-shelf-small-brands-shopping-assistants/) · 中文：[AI 购物助手：小品牌如何被推荐、登上“AI 货架”](https://touchigh.ai/blog/zh/ai-shelf-small-brands-shopping-assistants/)
- [Digital Advertising KPIs for Small Business: The 3 Numbers That Matter](https://touchigh.ai/blog/digital-advertising-kpis-small-business/) · 中文：[小企业广告 KPI 怎么看？真正重要的只有 3 个数字](https://touchigh.ai/blog/zh/digital-advertising-kpis-small-business/)
- [Best SEO Tools for Small Business: A Lean List for the AI Search Era](https://touchigh.ai/blog/en/seo-tools-buying-guide-ai-search/) · 中文：[SEO工具推荐怎么选？AI搜索时代中小企业的精简清单](https://touchigh.ai/blog/zh/seo-tools-buying-guide-ai-search/) · 繁體中文: https://touchigh.ai/blog/seo-tools-buying-guide-ai-search/
- [Localized Marketing: 5 Social Content Frameworks to Win US Audiences](https://touchigh.ai/blog/en/localized-social-content-frameworks/) · 中文：[本地化营销怎么做？港台品牌打入美国社媒的5个内容框架](https://touchigh.ai/blog/zh/localized-social-content-frameworks/) · 繁體中文: https://touchigh.ai/blog/localized-social-content-frameworks/
- [2026 Content Marketing Trends: Why AI Now Prefers Primary Sources](https://touchigh.ai/blog/en/content-marketing-trends-2026-primary-sources/) · 中文：[2026内容营销趋势：AI为什么越来越爱引用一手资料？](https://touchigh.ai/blog/zh/content-marketing-trends-2026-primary-sources/) · 繁體中文: https://touchigh.ai/blog/content-marketing-trends-2026-primary-sources/
- [How to Reduce Marketing Costs Without Losing Quality: An AI Checklist](https://touchigh.ai/blog/en/reduce-marketing-costs-ai-smes/) · 中文：[降低营销成本又不牺牲质量：中小企业的AI运营清单](https://touchigh.ai/blog/zh/reduce-marketing-costs-ai-smes/) · 繁體中文: https://touchigh.ai/blog/reduce-marketing-costs-ai-smes/
- [Social Media Algorithms Explained: Facebook’s New Controls, Instagram Ranking](https://touchigh.ai/blog/en/social-algorithms-explained-facebook-instagram/) · 中文：[社媒算法怎么变？Facebook新控制项与IG排序逻辑](https://touchigh.ai/blog/zh/social-algorithms-explained-facebook-instagram/) · 繁體中文: https://touchigh.ai/blog/social-algorithms-explained-facebook-instagram/
- [AI brand visibility: is ChatGPT recommending your small business?](https://touchigh.ai/blog/en/visibilidad-marca-ia-pymes/) · 中文：[AI 品牌可见度：ChatGPT 和谷歌会推荐你的企业吗？](https://touchigh.ai/blog/zh/visibilidad-marca-ia-pymes/) · Español: https://touchigh.ai/blog/visibilidad-marca-ia-pymes/
- [GEO for small businesses: what works and what you're being sold](https://touchigh.ai/blog/en/geo-pymes-que-funciona/) · 中文：[中小企业做 GEO：哪些真正有效，哪些只是噱头](https://touchigh.ai/blog/zh/geo-pymes-que-funciona/) · Español: https://touchigh.ai/blog/geo-pymes-que-funciona/
- [Google Business Profile and social: a local visibility kit for small businesses](https://touchigh.ai/blog/en/perfil-empresa-google-redes-pymes/) · 中文：[Google 商家资料与社媒：中小企业本地曝光工具包](https://touchigh.ai/blog/zh/perfil-empresa-google-redes-pymes/) · Español: https://touchigh.ai/blog/perfil-empresa-google-redes-pymes/
- [AI advertising for small businesses: Meta Muse and when not to automate](https://touchigh.ai/blog/en/publicidad-ia-pymes-meta-muse/) · 中文：[中小企业 AI 广告投放：Meta Muse 来了，哪些不该自动化](https://touchigh.ai/blog/zh/publicidad-ia-pymes-meta-muse/) · Español: https://touchigh.ai/blog/publicidad-ia-pymes-meta-muse/
- [How to Measure Social Media Campaigns Without Being an Analyst: 3 Metrics](https://touchigh.ai/blog/en/medir-campanas-redes-sociales-pymes/) · 中文：[不是数据分析师，怎么衡量社媒营销效果？看3个指标](https://touchigh.ai/blog/zh/medir-campanas-redes-sociales-pymes/) · Español: https://touchigh.ai/blog/medir-campanas-redes-sociales-pymes/
- [LinkedIn Lead Generation for Factories: Why Owners Need Thought Leadership](https://touchigh.ai/blog/en/factory-founder-linkedin-thought-leadership/) · 中文：[工厂LinkedIn获客：老板为什么要做思想领导力](https://touchigh.ai/blog/factory-founder-linkedin-thought-leadership/)
- [Get ChatGPT to Recommend Your Factory: A GEO Primer for Factory Websites](https://touchigh.ai/blog/en/factory-website-geo-chatgpt-supplier/) · 中文：[让ChatGPT推荐你的工厂：工厂官网GEO入门](https://touchigh.ai/blog/factory-website-geo-chatgpt-supplier/)
- [SEO vs. AEO vs. GEO: What's the Difference, and Do Exporters Need All Three?](https://touchigh.ai/blog/en/seo-aeo-geo-explained-chinese-exporters/) · 中文：[SEO、AEO、GEO有什么区别？出海企业要三位一体](https://touchigh.ai/blog/seo-aeo-geo-explained-chinese-exporters/)
- [Learn SEO Yourself: A Free AEO and GEO Roadmap for Exporters on a Budget](https://touchigh.ai/blog/en/seo-aeo-geo-learning-path-exporters/) · 中文：[出海SEO自学路线：AEO、GEO入门不花冤枉钱](https://touchigh.ai/blog/seo-aeo-geo-learning-path-exporters/)
- [What Social Media Algorithms Reward: Thought Leadership for Chinese Brands](https://touchigh.ai/blog/en/overseas-social-algorithms-thought-leadership/) · 中文：[海外社媒算法偏爱什么？出海品牌思想领导力怎么写](https://touchigh.ai/blog/overseas-social-algorithms-thought-leadership/)
- [How to Tell Your Made-in-China Story to US Buyers: A Localization Guide](https://touchigh.ai/blog/en/made-in-china-story-localized-thought-leadership/) · 中文：[中国制造的故事怎么讲给美国人听？出海内容本土化指南](https://touchigh.ai/blog/made-in-china-story-localized-thought-leadership/)
- [US Buyers Now Ask AI to Find Suppliers: The Citable Content You Need](https://touchigh.ai/blog/en/us-buyers-ai-research-citable-content/) · 中文：[美国买家用AI找供应商：出海企业要准备哪些可被引用的内容](https://touchigh.ai/blog/us-buyers-ai-research-citable-content/)
- [After the Trade Show: Turn Canton Fair Exposure Into Lasting Search Assets](https://touchigh.ai/blog/en/trade-show-to-search-social-assets/) · 中文：[展会之后怎么办？把广交会和海外展曝光变成长期搜索资产](https://touchigh.ai/blog/trade-show-to-search-social-assets/)
- [Thought Leadership for Manufacturers: Why US Buyers Should See Your Founder](https://touchigh.ai/blog/chinese-manufacturers-founder-thought-leadership/) · 中文：[工厂出海做创始人 IP：为什么要让美国买家看到老板](https://touchigh.ai/blog/zh/chinese-manufacturers-founder-thought-leadership/)
- [From Factory to Brand: SEO, AEO and GEO for Chinese Sellers in the US](https://touchigh.ai/blog/factory-to-brand-seo-aeo-geo-us/) · 中文：[从工厂到品牌：中国卖家在美国做 SEO、AEO 和 GEO](https://touchigh.ai/blog/zh/factory-to-brand-seo-aeo-geo-us/)

## Research

- SOMIN: Agentic AI for Automating Professional Visibility and Countering Content Homogenization — Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '26), Melbourne, pp. 5146–5150 (2026): https://doi.org/10.1145/3805712.3808371
- SOEX: Explainable AI for Competitor Communications Analytics — Companion Proceedings of the ACM Web Conference 2025 (WWW '25), Sydney, pp. 2823–2826 (2025): https://doi.org/10.1145/3701716.3715198
- Fusing Predictive and Large Language Models for Actionable Recommendations in Creative Marketing — ACM Transactions on Information Systems (TOIS), vol. 43, no. 5, pp. 1–31 (2025): https://doi.org/10.1145/3725885
- SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta — Proceedings of the 16th ACM International Conference on Web Search and Data Mining (WSDM '23), Singapore, pp. 1132–1135 (2023): https://doi.org/10.1145/3539597.3573032
- SoMin.ai: Personality-Driven Content Generation Platform — Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM '21), virtual, pp. 890–893 (2021): https://doi.org/10.1145/3437963.3441714
- SoMin.ai: Social Multimedia Influencer Discovery Marketplace — Proceedings of the 26th ACM International Conference on Multimedia (ACM MM '18), Seoul, pp. 1234–1236 (2018): https://doi.org/10.1145/3240508.3241387