When users ask Doubao, DeepSeek, Kimi or ERNIE questions like “Which Guangzhou law firm is good?” or “Recommend a moving company,” will your brand be mentioned proactively by AI? Tengxin Interactive specializes in GEO — centered on content matrix building and AI citation monitoring, we help brands make it into AI recommendation results.
Covering leading AI search engine platforms
Track brand performance across leading AI search engines in real time and let data drive optimization decisions
March 2026 · All-platform AI search engine monitoring
Change in brand mentions over the past 6 months
Share of brand mentions across AI platforms
* The figures above are illustrative; actual results vary by industry and period
No visibility, unreliable checks, hard-to-report results — the three concerns we hear most from clients
When users search your brand or industry terms in Doubao or DeepSeek, do AI answers include you? Positively or negatively? Are competitors there? Most businesses have no idea.
Eight leading AI engines and dozens or hundreds of keywords — a manual sweep takes half a day, with inconsistent formats and hard-to-compare versions, leaving nothing to build on afterward.
After producing lots of content, you can't tell whether AI cited it, which platforms you rank on or where you sit — and when leadership asks, “it feels like it's working” is all you have, with no structured data to show.
Figures reflect cumulative service scale; actual results vary by industry and period
From diagnosis to delivery, every step has a defined output. No vague “optimization” — we deliver ranking results you can see.
Across leading AI engines, and around core keywords, intent terms and long-tail queries, we deliver a complete visibility baseline report showing where you currently stand in AI and where the gaps are.
Based on real user-question scenarios in your industry, we build a structured content matrix covering core keywords, intent terms and long-tail queries, while addressing brand, industry and competitor terms.
We distribute and publish structured content on platforms with strong crawl weight for AI search engines, increasing the likelihood of being cited.
Every month we deliver a ranking monitoring report with ranking movement by platform, citation source tracking and competitor comparison — letting the data speak.
Focused on high-intent search scenarios, we provide vertical GEO solutions tailored to the customer decision paths of different industries
For specialized firms in criminal defense, civil & commercial law and family law, we help law firm brands make AI recommendations for queries like “Which Guangzhou law firm is good?”
Learn More →We build an AI search presence for luxury real estate, high-end home brokerage and commercial property, precisely reaching high-net-worth clients looking to buy.
Learn More →For buying questions around renovation materials, furniture brands and building-materials distributors, we help brands gain greater exposure in AI recommendations.
Learn More →AI search optimization for local services — moving companies, domestic help, repairs and logistics — capturing high-converting “near me + service” searches.
Learn More →For buyback platforms handling shopping cards, JD e-cards and fuel cards, we improve recommendation rates in decision queries like “Where is a reliable place to sell?”
Learn More →General GEO services for brands across industries — from brand-term protection to industry-term positioning, with customized content strategy and cadence.
Learn More →We don't publish content at random — based on the citation mechanisms of AI search engines, we build structured content and authority systems
We organize structured factual information for brands — scope of business, service areas, core strengths and client types — giving AI a “standard answer” to cite.
Around real user-question scenarios, we layer content across four levels — brand, industry, competitor and scenario terms — forming a comprehensive content coverage network.
We publish and establish citation sources on platforms trusted by AI search engines, increasing the weight of brand information in AI training and answers.
We continuously monitor four dimensions — ranking rate, ranking position, citation sources and competitor gap — with a monthly data report that makes changes easy to see.
We've studied how customers in every industry ask AI — and what they ask
Law firm / lawyer brand recommendations
Finance, tax / audit / bookkeeping
Management / consulting / business services
Recruitment / search / RPO
Luxury homes / villas / commercial property
Industrial / equipment / precision manufacturing
Specialty / medical aesthetics / dental
Training / study abroad / vocational education
E-commerce / independent sites / cross-border
Restaurants / moving / domestic services
Travel agencies / custom tours / hotels
Building materials / furniture / renovation
Dealerships / used cars / aftermarket
Restaurant franchises / investment franchises
Below are anonymized presentations of real client engagements; actual results vary by industry and period
In AI Q&A for related charges, the firm moved from virtually absent to gradually making the recommendation list, with AI accurately distinguishing each lawyer's specialty and stronger recognition of the brand in the local criminal field.
A brokerage team focused on Guangzhou's top-tier luxury market, using a GEO content matrix to publish industry analysis and district insights, building professional recognition along the AI search paths of high-end buyers.
A local moving company that built a content matrix around local decision queries like “Recommend a Guangzhou moving company,” with notably improved AI visibility for brand and core service terms.
A regional building-materials distributor that built a local content matrix around decision questions like “What coatings are good for renovation in Zhanjiang?,” increasing brand mentions in local material-selection AI Q&A.
A card buyback platform that built authoritative sources and fact lists around decision queries like “Where is reliable for selling JD cards?,” earning consistent recommendation placements in buyback AI Q&A as a compliant platform.
A manufacturer of industrial exhaust-gas treatment equipment that built a professional content system around long-cycle B2B questions like “How to select exhaust treatment equipment,” being included in recommendations for selection and supplier AI Q&A.
We continuously study the citation mechanisms and ranking changes of AI search engines and turn those observations into public articles
AI search engines are changing how users get information. When answers are generated directly by AI, do traditional keyword rankings still matter? GEO — Generative Engine Optimization — is about getting your brand information cited and recommended by AI.
When AI search engines like Doubao, DeepSeek and Kimi answer questions, which sources do they cite and which do they skip — and what logic drives that? Understanding the mechanism is the key to optimizing effectively.
Treating GEO as “SEO for AI,” focusing only on brand terms and not industry terms, publishing content and leaving it at that — we lay out the most common pitfalls for businesses new to GEO.
