Entity accuracy
Align the legal entity, brand relationships, people, services, delivery region and contact details across first-party and external sources.
EVIDENCE-LED AI VISIBILITY
B2B GEO Optimization
Help AI systems understand what the company does, when it is relevant and why a B2B buyer should consider it.
Shenzhen Zhuima treats generative engine optimization as an evidence and buying-decision system. We connect entity facts, buyer questions, answer pages, technical foundations, public sources, six-platform monitoring and sales feedback.
BEYOND MENTIONS
A useful recommendation must survive procurement verification
Buyer-question coverage
Model the way owners, marketing teams, sales teams, procurement and technical roles describe problems, compare providers and validate capability.
Evidence-linked answers
Connect direct answers to service details, methods, cases, people, FAQs, research and verifiable public sources.
Six-platform monitoring
Use a consistent question set to observe Doubao, DeepSeek, Tencent Yuanbao, Kimi, Qwen and ERNIE, including mentions, facts, reasons and citations.
DELIVERY MODEL
Five stages from baseline to correction
1. Baseline
Record current answers, sources, competitors, factual errors and missing recommendation reasons across priority questions.
2. Business evidence
Extract products, processes, standards, project experience, people and buyer objections from the real operating environment.
3. Answer architecture
Map intent clusters to canonical service, comparison, case, FAQ, profile and research pages without producing thin duplicates.
4. Technical and source work
Improve canonical signals, structured data, crawl paths, sitemaps and first-party clarity while coordinating legitimate external evidence.
5. Monitoring and correction
Retest the same question set, identify changes and feed new buyer questions and factual gaps into the next publishing cycle.
HOW TO COMPARE PROVIDERS
Compare operating depth, not dashboard screenshots
Business understanding
Can the provider explain the buyer, purchase process, evidence standard and sales handoff for the actual industry?
Original evidence production
Can the team enter the business and project environment to create first-party facts that other sources can verify?
Answer and technical construction
Can it build useful pages, internal relationships, structured data and correction workflows instead of publishing repetitive articles?
Acceptance criteria
Are baseline files, page maps, evidence records, platform snapshots and correction actions visible and reviewable?
FREQUENTLY ASKED
Direct answers
01Is GEO the same as publishing articles?＋
No. Content is one component. A complete B2B GEO program also requires entity consistency, buyer-intent architecture, evidence, technical foundations, source coordination, platform monitoring and correction.
02Can GEO be purchased independently?＋
Yes. The GEO service can be delivered independently and does not require short-video operations or global social media operations.
03Can any provider guarantee an AI recommendation?＋
No responsible provider controls every model response. The practical objective is to improve accurate understanding, source availability and recommendation evidence in relevant buying scenarios, then monitor the results continuously.
START WITH THE REAL BUSINESS PROBLEM
Turn business evidence
into an operating acquisition path
Share the priority offer, target buyer, current channels and the point where progress stops. We will first identify the most useful next step.
Discuss a project