GEO Blog
收录 GEO 相关文章、案例与观点，内容持续更新，方便延伸阅读。
2026/10/12 01:16
DeepSeek's reported $7B round arrives as its users shrink, yet it leads brand scores in auto and electronics (73.6 vs Qwen 66.6).
2026/10/11 01:15
36Kr says Yuanbao regained 100M+ users; QuestMobile's June data says 49.8M. Here is how to budget Tencent's AI channel when the sources disagree.
2026/10/10 01:15
Doubao has 345M monthly users but earns under RMB 1M a day, so ByteDance is pushing it into cars, phones, office and shopping. Each surface rewards different brand signals.
2026/10/09 01:15
Weighting 39 brands by Doubao, Qwen and DeepSeek audiences changes scores by under 3 points; strong brands show a 6.5-point model spread versus 12.2 for mid-tier.
2026/10/08 01:15
Doubao (382M MAU) and Qwen (167M) reportedly need 6–8 weeks to respond to GEO work; Singles' Day is 34 days away. Here's what brands can still do.
2026/10/07 02:21
QuestMobile's June 2026 data shows DeepSeek at 129.8M MAU but fourth-ranked Yuanbao at 49.8M. Why China brand GEO should centre on Doubao, Qwen and DeepSeek.
2026/10/06 01:15
DeepSeek's peak/off-peak API pricing doubles costs in Beijing working hours. Here is why that matters for brand visibility tracking on China's No. 3 AI app.
2026/10/04 06:06
QuestMobile's H1 2026 data shows Qwen up 5,792.9% to 167M MAU. Here is why brands must re-weight and re-baseline their China AI visibility scores.
2026/10/03 01:14
Four near-identical ifeng.com GEO vendor guides, dated Sept 15–21, 2026, all steer readers to one provider with no client data. What that means for brands vetting China GEO vendors.
2026/10/02 01:15
Ant Afu (28.97M MAU) and Doubao Aixue (19.44M) together reach 97% of Yuanbao's audience, yet few brands track them. Here is what that means for health and education brands in China AI.
2026/10/01 01:14
QuestMobile data implies ~2-minute AI sessions in China (92.7 sessions, 183 min/month). Brand shortlists form in one answer across Doubao, Qwen and DeepSeek.
2026/09/29 01:16
Baidu's Q2 2026 ad revenue fell 19% to RMB 13.1B while Wenxin scores lowest for 27 of 39 tracked brands. What the shift to AI answers means for international brands.
2026/09/28 01:17
Kimi shrank to 4M MAU but hit $200M ARR, while Doubao's 368M-user base strains under compute costs. Here's what the split means for GEO budgets.
2026/09/27 01:22
Qwen3.8-Omni-Flash cuts audio costs 98%, opening a new video and voice brand query surface in China's AI shopping loop.
2026/09/26 01:17
Xiaohongshu hit 400M MAU and World Cup rights, but its shift to video risks eroding the text-note citations DeepSeek and Qwen rely on for brand answers.
2026/09/25 01:00
Tencent's Yuanbao hit 114M MAU, but Hunyuan's real brand-citation reach now runs through ~50 enterprise Hy3 integrations and WeChat's native AI, not just the app.
2026/09/24 01:13
Seres took over AITO's brand marketing from Huawei on Sept 15, 2026. Why Doubao, DeepSeek and Qwen will keep calling it 'Huawei's car', and what that teaches brands planning a China restructuring.
2026/09/23 01:13
We compared six Chinese AI models' Golden Week 2026 travel picks. Four named the Forbidden City first, and Shanghai Disney was the only international brand to appear.
2026/09/21 01:04
When low-authority sources pass 60% of your brand mix, citation priority in Chinese AI models drops ~18%. The newly published ranking weights show why volume-based GEO reverses.
2026/09/20 01:04
JD's Jingyan hit 80M users in Q1 2026, up 200% YoY. China's retailer-native AI models rank brands on data you can't write.
2026/09/19 01:04
A September 2026 head-to-head test found Doubao and Qwen recommended almost no overlapping brands for the same shopping query. The cause isn't ranking — it's that China's new platform commerce agents read separate catalogs your brand score never touches.
2026/09/18 01:04
ByteDance's Doubao Phone Assistant shipped September 16 on the RMB 5,999 nubia NaviX Ultra. It compares prices across every commerce app and completes the purchase — a surface no China brand visibility score can sample.
2026/09/17 01:04
Taobao's image search handled ~100M queries in a single day in April 2026, and China ships 4.9M AI glasses this year. Camera-initiated brand discovery runs on a retrieval pipeline no GEO score measures.
2026/09/16 01:04
L'Oreal and Unilever banned AI-generated human imagery just as 50% of consumers said they prefer brands that avoid GenAI. In China, that blanket ban quietly cuts the citation supply Doubao, Qwen and DeepSeek actually rank on.
2026/09/15 01:04
DeepSeek's Deep Thinking 2.0 decomposes prompts into sub-queries, each with its own retrieval. Combined with Doubao's 60% ByteDance citation concentration, fan-out eliminates brands before the answer begins.
2026/09/14 01:04
360's Nano AI routes a single query across 80+ models and merges the answers. That adds two ranking events your per-model brand score has never measured.
2026/09/13 01:03
Qwen x Taobao and Doubao x Douyin both closed their AI shopping loops in May 2026. Both rank brands on store tier, ratings, and Douyin's Experience Score, not on content. Most brands have nobody watching that surface.
2026/09/12 01:04
Chinese shoppers ask Doubao and Qwen for 小棕瓶 and 红腰子, not Estee Lauder or Shiseido. Brand visibility scores built on canonical names measure a population that doesn't shop.
2026/09/11 01:04
Chinese GEO agencies now sign contracts promising 45%+ AI visibility lifts and 70% TOP3 rates, with refunds if they miss. Four hidden variables make every one of those numbers unverifiable — and here are the six clauses that fix it.
2026/09/10 01:02
CCTV's 3·15 investigation put a fabricated product into five Chinese AI models in two hours for a two-figure fee. Adversarial GEO is now cheaper than your monitoring budget.
2026/09/09 01:04
China's daily AI token volume hit 140 trillion, but only ~2% comes from consumer chat apps — the one surface every brand visibility tool measures. Here's the test that reveals your parametric deficit.
2026/09/08 01:04
Doubao reportedly weights week-old content 3.2x over 30-day-old content, and decays untouched pages ~70% per month. Your China brand score isn't a standing — it's a snapshot of a decaying curve.
2026/09/07 01:04
Chinese AI models ship behavior changes monthly, often on unchanged endpoint names. If your brand visibility reporting doesn't log which checkpoint produced each number, your trend line is measuring two things at once.
2026/09/06 01:04
China's enterprise LLM tenders are won by iFlytek, Baidu and Zhipu — not the consumer apps brands audit. Here's why embedded deployments quietly decide your shortlist.
2026/09/05 01:03
DeepSeek and Qwen weights now carry China's view of your brand into Western products worldwide.
2026/09/04 01:03
Preinstalled handset assistants like Huawei Xiaoyi and Xiaomi Super Xiaoai reach 755M MAU in China — 51% more than all standalone AI apps combined, and double Doubao's 382M. Almost no brand measures them.
2026/09/03 01:04
China's most AI-saturated 618 grew just 0.9%, and only 16.06% of consumers trust AI product matching. Doubao, Qwen and Yuanbao's walled-garden commerce loops are a separate brand surface from the answer layer — and most brands are budgeting for the wrong one.
2026/09/02 01:04
Doubao, Qwen, and Kimi all shipped persistent memory in 2026. Brand scores measured in cold, historyless sessions now systematically overstate challengers' position against incumbents.
2026/09/01 01:04
SMZDM cites in 80-99% of DeepSeek/Qwen luxury answers, but collapses to 33-71% at the ultra-luxury tier.
2026/08/31 01:04
Wenxin is the lowest scorer for 27 of 39 tracked international brands, averaging 6 points below DeepSeek. But Sony, Shiseido, Lexus and Volvo invert the pattern — here's what ERNIE's training corpus rewards.
2026/08/30 01:03
From August 10, hotel orders originating in Doubao settle at a ~12% comprehensive fee, up from ~8%. China's largest AI assistant just turned recommendation into a billable, attributable channel.
2026/08/29 01:03
China's GEO market grew ~1,100% to RMB 30 billion in 2026 — and regulators followed. A Hangzhou ruling, a RMB 50,000 false-advertising fine, and CAC labeling sanctions redraw the risk for international brands.
2026/08/28 01:04
Tencent's WorkBuddy hit 20.97M monthly visits routing to DeepSeek, GLM, Kimi and MiniMax — not Doubao. China's workplace agent layer inverts the consumer model mix, and B2B brand visibility is being decided there.
2026/08/27 01:03
Chinese AI models hedge on supplement queries, concentrating citations on blue-hat-registered brands like By-Health and Swisse — leaving social-commerce insurgents invisible.
2026/08/26 01:03
Xiaohongshu — the most-cited consumer source for Doubao, DeepSeek and Qwen — launched its own RedOne model and standalone AI app. The citation source is becoming an answer engine, splitting the ROI of brand seeding.
2026/08/25 09:00
KFC linked 13,000+ stores to Qwen's brand-agent platform, splitting China GEO into owned-agent vs. citation tracks.
2026/08/24 01:06
VTech's China sales are shrinking while iFlytek's Alpha Egg and other AI-native toys dominate AI search answers.
2026/08/23 01:05
Alipay's AI shopping agent completed 120M+ payments in one week. What autonomous AI checkout means for brand GEO in China.
2026/08/22 09:00
DeepSeek skews 42% Gen Z; Doubao has the highest senior user share of any major LLM. A category-by-category map of which Chinese AI model to prioritize.
2026/08/21 01:10
L'Oréal leads AI citation share at 6.72%; Estée Lauder ranks #18. In China, the same ingredient-transparency bias is reshaping who gets recommended.
2026/08/20 01:04
Doubao hit 382M MAU in June 2026 but earns under $1M/day from consumers. The real monetization path is e-commerce and B2B, not subscriptions.
2026/08/19 01:03
Doubao quoted a MacBook Air M3 at RMB 2,550 in a five-model shopping test. With Qwen-Taobao and Doubao's commerce loops now closed, brand fact accuracy matters as much as visibility.
2026/08/18 01:03
Doubao shipped free full-duplex audio-video AI to ~345M users on Aug 6, 2026. Spoken answers name one brand, not five — and text-based visibility scores no longer measure what brands actually get.
2026/08/17 01:03
Kuaishou's OneRec now serves 25% of feed traffic at 10.6% of cascade cost, lifting local-services GMV 21%. China's behavior layer is generative too — and no citation-based GEO tactic touches it.
2026/08/16 01:03
Doubao and Kimi now sell paid tiers where deep research reads dozens to hundreds of sources instead of a handful. Free-tier scores reward brand fame; paid-tier answers reward retrievable evidence — and almost nobody is measuring both.
2026/08/15 01:03
Alipay's AI Pay processed 120 million agent-executed transactions in one week — with almost no brand citations shown. Qwen's commerce surface reaches 300M users versus 166M in chat. Brand visibility scoring now covers only half the picture.
2026/08/14 01:03
New vendor data suggests every 10pp gain in authority citation rate lifts AI recommendation rates 22–28% across Doubao, Qwen and DeepSeek. What actually moves the needle — and why to act before Doubao's Q4 ad auction opens.
2026/08/13 09:00
Tencent's WeChat AI agent skips screen-tapping, calling mini-programs as structured interfaces -- making mini-program readiness a new brand GEO factor.
2026/08/12 01:03
Kimi's consumer MAU fell for 4 straight quarters, yet Moonshot just raised $3.5B at a $35B valuation and open-sourced its 2.8T model. Here's what the split means for GEO.
2026/08/11 01:03
ByteDance will open a standardized Doubao ad system in Q4 2026, ending the organic-only era in Chinese AI search. Brands scoring 30-60 across the six models are the most exposed.
2026/08/10 01:03
Baidu, Tencent and ByteDance each own both an AI assistant and their own encyclopedia. That vertical integration, not prompt phrasing, explains most cross-model brand score gaps in China.
2026/08/09 01:04
Wire press releases drive 0.04% of AI citations — and Doubao and Qwen never index them at all.
2026/08/08 00:00
StepFun's models already run on 60% of top China phone brands (42M+ devices); its new STEPX agent phone plus IDC's 147M-unit 2026 forecast signal a shift from AI citation to AI-executed transactions.
2026/08/07 01:05
Doubao's Seedream/Seedance models generate AI-native product visuals for its 227M+ MAU shopping loop — brands not using them may be invisible to its own recommendation logic.
2026/08/06 01:02
New data: DeepSeek and Qwen pick the same luxury brands 70% of the time, but cite matching sources only 27% of the time.
2026/08/05 00:00
Doubao leads retail banking AI queries at 345M MAU while DeepSeek owns compliance workflows in China.
2026/08/04 01:05
Qwen3.8-Max ships open weights next week with a 1M-token context — multiplying which AI surfaces run Qwen and rewarding deep brand content.
2026/08/03 01:04
Hermès leads Similarweb's global luxury AI visibility rankings, but that score doesn't predict performance on Doubao, DeepSeek, Kimi, or Qwen — China's AI systems cite an almost entirely different evidence layer.
2026/08/02 01:05
RED sees 70% of its ~350M users search in-app, yet Doubao and DeepSeek rarely cite it. Why that gap now splits your China budget in two.
2026/08/01 01:04
Qwen's MAU grew 5,792.9% YoY in June 2026 while per-user session duration fell 14.1%. QuestMobile's H1 data shows why Doubao's 382M-user lead over Qwen is wider than the ranking implies — and why MAU is the wrong denominator for China GEO budgets.
2026/07/31 01:03
China now has a 17-item GEO service standard (AIIA/T 0277-2026) in a market that grew ~11x to RMB 3B. It is a voluntary association standard being marketed as law — here is how brand teams should use it.
2026/07/30 01:00
Zhipu pledged zero monetization for two years while Doubao already runs an AI commerce loop. Here's what China's 2026 AI funding rush means for GEO budgets.
2026/07/29 09:00
ByteDance's Doubao and Honor just shipped OS-level AI agents on phone hardware, the same week China banned DIY chatbots. Here's what system-level agents mean for brand visibility.
2026/07/28 01:04
Kimi K3's multimodal input and 1M-token context change what brand content Kimi trusts and cites in China's AI search.
2026/07/27 01:03
China's GEO agency market claims ¥18.6B+ scale and 70% enterprise penetration — but vendor self-promotion is polluting the very AI engines (Doubao, DeepSeek, Qwen) it optimizes. A buyer's guide for international brands.
2026/07/26 01:03
China's July 15 rules forced Doubao and Qwen to disable humanlike agent features — but exempted the Q&A surfaces where brand citations happen. GEO signals now decide an even larger share of brand discovery.
2026/07/25 01:04
DeepSeek shipped its most capable model, V4 GA, in July 2026 — the same month its consumer MAU fell 20.3% to 130M while Doubao hit 382M. Why capability and reach have split, and how brands should reallocate China GEO budget.
2026/07/24 01:03
DeepSeek's app fell to 129.8M MAU (-20.3% YoY) in June 2026 while Doubao hit 382.3M. Here's how consumer brands should reallocate China GEO budget.
2026/07/23 01:03
WeChat's new native AI assistant Xiaowei (1.4B user base) launched as Doubao lost 11.7M MAU post-paywall — shifting China brand discovery from AI apps to super-app layers.
2026/07/22 01:03
China's AI-native apps hit 499M MAU in May 2026, up 85.4% YoY. Doubao's 382M lead reshapes how brands should weight GEO budgets across models.
2026/07/21 01:03
Chinese users now triage queries across DeepSeek, Qwen and Doubao by intent. That routing habit means one blended AI score hides which buyer you're losing.
2026/07/20 01:04
Arc'teryx tops hubGEO's outdoor apparel scores across China's six AI models while The North Face and Patagonia trail. The reason is source clarity, not brand awareness.
2026/07/19 01:03
Qwen weighs Tmall ratings, Doubao weighs Douyin buzz, Kimi weighs research documents. In 2026 the same brand can score 70 in one engine and 20 in another — because each model trusts a different kind of proof.
2026/07/18 01:03
QuestMobile's Q1 2026 data shows Doubao (344.5M MAU) and peers growing via silver-haired and lower-tier users — a demographic shift that quietly reshapes which brands Chinese AI models recommend.
2026/07/17 01:04
DeepSeek-V4 launched mid-July 2026 with a 1M-token context, 73% lower inference cost, and peak-valley API pricing. Here's how each change rewires brand citation dynamics in Chinese AI search.
2026/07/16 01:03
Royal Canin and Purina still top Chinese AI recommendations, but Myfoodie, Wanpy, and fresh-food challengers are closing the citation gap across Doubao, Kimi, DeepSeek, and Qwen.
2026/07/15 01:04
Doubao users query 2.8x more than Qwen's. Weighting China AI visibility by session frequency, not MAU, collapses Qwen to 12% and lifts Doubao to 69% of brand-citation exposure.
2026/07/14 09:00
China's $110B infant formula market is one category where Doubao, DeepSeek, and Qwen hedge instead of recommending brands directly — here's why, and what foreign maternity brands should do about it.
2026/07/13 09:00
Tesla now runs Doubao and DeepSeek side-by-side in its China-market Model Y. For foreign automakers, the in-car assistant is a new, untested GEO surface.
2026/07/12 09:00
Testing DeepSeek, Kimi, Doubao, and Qwen on premium appliances: all four recommend Dyson and IQAir over Haier or Midea.
2026/07/10 01:06
Fast food averages 79 across China's six AI models, luxury 75.7, beauty just 55.8. hubGEO's category benchmark reveals which sectors have the highest AI-visibility floor.
2026/07/09 01:00
ERNIE 5.1 hit #1 domestically (#4 globally) on LMArena Search Arena and crossed 200M MAU. Its Baidu Baike/Zhidao-rooted citation logic rewards brands differently than Doubao or Kimi.
2026/07/08 01:06
Sony averages 75 across China's six AI models; Bose averages 36. Real brand-score data shows why single-category audio brands lose GEO ground to multi-vertical rivals.
2026/07/07 01:03
A 2026 Yiou Think Tank report finds alcohol is among the lowest-maturity GEO categories in China — Moutai and Hennessy dominate brand value rankings but are barely cited by Doubao and DeepSeek.
2026/07/06 00:00
Doubao (159M MAU) and DeepSeek (146M MAU) now hold 88.4% of China's AI assistant market — but they cite brands in opposite ways, so budget can't be split evenly.
2026/07/05 01:04
Qwen DAU jumped 727% in a day during China's RMB 45B AI subsidy war, then halved. Here's what the surge actually meant for brand GEO strategy.
2026/07/04 09:00
SMZDM appears in 80-99% of DeepSeek and Qwen luxury recommendations, but that dominance collapses at the Birkin-tier — where Vogue Business and auction archives take over instead.
2026/07/03 01:04
Doubao's 300M+ MAU travel-planning surge favors OTA aggregators over global hotel and airline brands. Here's what the AI travel workflow gets wrong for hospitality marketers.
2026/07/02 08:00
KFC earns a perfect 100 in China's AI brand visibility while newer global chains score near zero. hubGEO data reveals how delivery platform integration, decades of localized content, and Douyin presence drive AI citations for F&B brands across Doubao, DeepSeek, and Qwen.
2026/07/01 01:05
Doubao dominates headlines at 260M MAU, but Baidu ERNIE leads enterprise API. For brand marketers, China's AI has bifurcated into consumer and enterprise layers — and each demands a completely different GEO playbook in H2 2026.
2026/06/30 01:03
Kimi's MAU collapsed 77% from 36 million to 8.3 million in 18 months, pushing it from #2 to #8 in China's AI market. Here's how to recalibrate your China GEO strategy for 2026.
2026/06/29 01:04
Alibaba's Quark has surpassed Doubao as China's most-used AI app — and its deep integration with Tmall's commerce data creates a citation advantage that fundamentally changes how brand GEO scores are calculated in China's largest retail ecosystem.
2026/06/28 01:05
Doubao's 345M MAU base now routes beauty recommendations directly to Douyin purchase links. Here's what this AI-to-commerce loop means for international skincare brands in China.
2026/06/27 05:29
The same brand scores 68 on Kimi and 11 on Wenxin. Understanding why China's six AI platforms cite brands differently is now a core GEO intelligence challenge for international marketers.
2026/06/27 00:03
DeepSeek is now integrated into WeChat Search, giving it access to 800M users and WeChat's exclusive content ecosystem. Here's what brand marketers must know about citation logic and GEO strategy.
2026/06/25 00:00
In consumer electronics — China's highest-consideration purchase category — AI recommendation rates diverge sharply from market share. hubGEO's June 2026 data shows why Huawei dominates Doubao while Apple underperforms, and what the 60% pre-purchase AI research figure means for foreign brands.
2026/06/24 01:03
Doubao has 345M MAU. Kimi has 8.3M. That 41× gap is reshaping where China's AI brand discovery actually happens — and most international brand GEO budgets haven't caught up yet.
2026/06/22 08:00
Doubao's 260M+ monthly users see responses shaped by ByteDance's training data — brands with Douyin presence achieve nearly 100% citation coverage in China's #1 AI platform, while those without it are structurally invisible.
2026/06/21 06:00
Doubao leads China AI at 345M MAU — 41x Kimi's 8.3M. New Q1 rankings reshape how brands should allocate China GEO budgets.
2026/06/20 01:04
Doubao hit 345M MAU, Qwen surged to 166M after Alibaba's brand unification, and Kimi collapsed from 36M to under 15M. Here's how to reprioritize your China AI brand visibility strategy.
2026/06/19 01:03
Doubao, DeepSeek, and Kimi now reach 462M monthly users combined—and Xiaohongshu content is absent from their brand citations. Here's what that means for your China visibility strategy.
2026/06/18 01:03
Doubao and Qwen deployed full-scale AI commerce integrations during China's 618 festival, creating two distinct brand discovery architectures. Here's what it means for your GEO strategy.
2026/06/17 05:44
Doubao lost 6M users when subscription pricing leaked—then pressed forward anyway. Here's what ByteDance's four-tier model and Douyin commerce integration mean for how brands get recommended across China's 260M-user AI platform.
2026/06/16 01:03
Doubao hits 260M MAU and launches AI e-commerce, Quark surges to 180M — the China AI search map has shifted, and brand GEO strategy must follow.
2026/06/15 01:04
Doubao's 'Help You Choose' feature launched in May 2026, turning China's largest AI app (345M users) into a brand discovery-to-purchase engine. Here's what it means for your China AI visibility strategy.
2026/06/14 01:04
Nike scores 82/100 in Chinese AI visibility while Lululemon — despite 47% China revenue growth — scores just 44. We break down why legacy content depth beats commercial momentum in China's AI search era.
2026/06/13 01:04
31% of Chinese enterprise decision-makers now use AI to research vendors before contacting sales. Here's how DeepSeek, Qwen, and Doubao decide which B2B brands make the shortlist.
2026/06/12 08:00
Our tracking of 7 major auto brands across 6 Chinese AI models reveals a clear pattern: German legacy brands dominate, while newer entrants and niche luxury are invisible. Here's what the data means for your GEO strategy.
2026/06/12 08:00
Among the 8 luxury brands we track in Chinese AI, the gap between leaders and laggards is absolute. Understanding why reveals the structural drivers of luxury GEO — and what brands on the wrong side must do.
2026/06/12 08:00
Nearly a third of the brands we track score zero across all Chinese AI models. This isn't bad luck — it's a predictable result of specific, fixable content gaps. Here's our diagnosis and the 90-day action plan for zero-score brands.
2026/06/12 08:00
The beauty category shows the most polarized China AI visibility scores of any sector we track. Hero products, e-commerce integration, and decades of brand investment separate winners from invisible laggards.
2026/06/12 08:00
Sixteen brands in our database achieve a perfect score of 100 across all six Chinese AI models. We analyzed what they share — and built a blueprint any brand can use to move toward perfect China AI visibility.
2026/06/12 00:00
ByteDance's Doubao crossed 260 million monthly active users in Q1 2026, surpassing Baidu ERNIE Bot for the first time and rewriting the rules of brand visibility in Chinese AI search. Here is what the shift means for foreign and domestic brands building a GEO playbook for the next twelve months.
2026/06/11 00:00
China now has six competing AI answer engines — DeepSeek, Kimi, Doubao, Qwen, Yuanbao, and Baidu ERNIE — each with different sources and citation logic. Here's why that fragmentation changes everything about GEO strategy for brands in China.
2026/06/10 08:00
DeepSeek hit 541 million monthly visits in May 2026 while Baidu stages a multi-product AI comeback. Here is what the shifting power dynamics in China's AI search ecosystem mean for brand visibility and GEO strategy.
2026/06/06 05:31
在哪些平台發文，才能被中文AI引用？本文整理豆包、DeepSeek、通義千問、腾訊元寶、百度文心一言五大模型的GEO引用來源數據，幫助品牌精準選擇發文渠道。
2026/06/06 00:00
Doubao, Kimi, Qwen, DeepSeek, and Baidu ERNIE each use different recommendation logic. Here's why a one-size-fits-all GEO strategy fails in China's 2026 AI search landscape - and what to do instead.
2026/06/04 00:00
Doubao surpassed Baidu in MAU for the first time in Q1 2026, Kimi K2.6 topped the coding benchmarks, and DeepSeek V3.2 deepened its grip on enterprise. For GEO practitioners, this three-way competition is fundamentally reshaping which signals matter for brand recommendations in China's AI search landscape.
2026/06/03 00:00
With 150 million MAU and WeChat-native distribution, Tencent Yuanbao is a distinct GEO surface that rewards a different optimization playbook than DeepSeek, Doubao, or Kimi. Here's what brands need to know in 2026.
2026/06/02 08:00
China's GenAI user base hit 602 million in 2025 — and over 70% of searches now end without a single click to any website. Here's what that means for your GEO strategy on Doubao, DeepSeek, Kimi, and Qwen.
2026/05/31 08:00
China's largest local-life platform just launched a GEO marketing portal. From a ¥10M procurement to building its own AI visibility infrastructure — here's what Meituan's move signals for brands operating in the Chinese market.
2026/05/31 00:00
Kimi K2.6 and DeepSeek V4 have cracked the global AI rankings at #1 and #2. For brand marketers, this power shift rewrites the rules of AI visibility in the world's largest digital market.
2026/05/29 08:00
The same brand query, eight different AI platforms, dramatically different results. After testing hundreds of brands across China's major AI models, here's what drives the recommendation gap — and what you can do about it.
2026/05/28 08:00
Cross-industry audit data from hundreds of Chinese brands reveals a stark picture: most brands are missing from AI-generated recommendations entirely, hallucination rates reach 58% for smaller brands, and the window to establish first-mover advantage is closing.
2026/03/05 08:00
China's AI search ecosystem is unlike anything in the West. Six major AI platforms, distinct citation patterns, and no Western GEO tools cover it. Here's what you need to know.
2026/01/20 08:00
很多品牌發現自己在 Google 排得很好，但在 ChatGPT 的回答裡完全不存在。這不是偶然，而是有跡可循的結構性問題。
2026/01/15 08:00
中文 AI 搜索不只有一個平台，各自的引用邏輯、用戶群體與重點場景都不同。這篇幫你理解哪個平台值得優先布局。