GEO Insights
One-hand research and method pieces from the Alibaba.com GEO team — citation mechanics, prompt taxonomies and the operating models behind them.
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19 published in GEO Insights.
How AI Answers "B2B Payment Terms Explained"
How AI engines answer B2B payment terms queries. Source patterns and content opportunities for suppliers.
How AI Answers "Top Manufacturers in China for Apparel"
How AI engines answer apparel manufacturer queries. Source distribution and visibility factors.
B2B vs B2C GEO Differences
B2B vs B2C GEO differences in AI search behavior, reference rates, and content strategy priorities.
How AI Answers "MOQ for Custom Packaging"
How AI engines answer MOQ queries for custom packaging. Source patterns and optimization for suppliers.
Top Referenced B2B Domains in AI Search
Top B2B domains appearing in AI search results. Patterns and distribution data.
Top Performing GEO Content
Content formats with highest AI reference rates. Performance data and strategy for GEO.
Weekly Source Domain Report
Weekly analysis of source domains in AI-generated B2B responses. Distribution and changes.
How AI Answers "How to Find OEM Manufacturers"
How AI engines answer OEM manufacturer queries. Source patterns, citation types, and content optimization for OEM suppliers.
How AI Answers "Verified Gold Suppliers on Alibaba"
How AI engines interpret and cite verified supplier status. Source patterns and optimization for verification queries.
AI Search Visibility Benchmark by Industry
Industry comparison of AI search mention rates and citation rates. Benchmark data across seven B2B categories.
How AI Answers "Best Wholesale Suppliers for Electronics"
How AI engines answer wholesale electronics supplier queries. Source distribution, citation patterns, and supplier visibility factors.
AI Search Source Preferences: How GPT and Gemini Differ
GPT and Gemini reference different types of sources. GPT prefers aggregation and review sites; Gemini prefers academic and authority sources.
Why Reddit Comments Outrank Posts in AI Search Citations
AI engines cite Reddit comments more than posts. This means GEO strategy should focus on comment quality, not post volume.
GPT Citation Insights: The Four-Month Shift Toward Official and Authority Sources
Four months of B2B prompt monitoring reveals ChatGPT citations shifting from social platforms to government agencies to official marketplace domains. The highest-value GEO investment is now first-party content.
Brand Recognition Bias: How Large Models Decide Who Gets Cited
Large language models exhibit prior recognition bias: brands with higher mention rates tend to receive higher citation rates. This correlation has strategic implications.
Citation Diversification: Why GEO Rewards Multi-Source Signals
AI citation patterns are shifting from a few dominant domains toward a diversified long-tail. This trend changes how GEO portfolios should be constructed.
Why Reddit Is the Citation Backbone of AI Search
Reddit plays a dual role in AI search: as a quality filter for training data and as a primary source for live citations. Its August 2026 disruption is temporary, not structural.
The August 6 ChatGPT Update, Two Weeks Later: Citations Up 150%, AI Referrals Up 50% to 70%
OpenAI's August 6 update pushed ChatGPT toward heavier reliance on external search. Alibaba.com monitoring shows citation URLs in answers up about 150% on a fixed panel of roughly ten thousand prompts, and AI referral traffic across several e-commerce platforms up 50% to 70% within two weeks.
Field-tested playbooks from the Alibaba.com GEO team — verified in practice, and ready for you to reuse.