Manufacturing AEO, GEO & AI Search Services in Singapore

Alignment first, then numbers. We confirm your product lines, target markets and key certifications, and build a buyer-decision query set from them — supplier searches, OEM selection, credential checks, brand comparisons — in English and Chinese separately. That set runs across the nine engines to produce a baseline: who gets recommended on each query, which sources every engine cites, where you and your competitors stand. The baseline is your first dataset; from there the dashboard monitors the queries daily, and a weekly report reconciles changes and next actions.

The mechanism sets the pace: an answer only changes after engines re-crawl and start citing new or updated sources, so timing depends on how fast those sources get built and on each engine's refresh cycle — we do not promise a date. As a pattern, specific queries move first: long-tail questions combining a process, a batch size and a certification shift before broad category terms do. Every query is logged daily on the dashboard, so what you watch is a trend building up, not a verbal claim at month end.

Three measures: visibility — how often you appear in answers to the buyer query set; recommendation rate — how often you are explicitly shortlisted; and source citations — which pages engines cite when they mention you, and whether those are the authoritative sources we built. Each breaks down by engine, by query and by product line, side by side with competitors. The weekly report reconciles them line by line — which queries improved, which are still blank, which sources get built next — all against the same data.

Almost every export chain has Chinese-speaking players in it — trading companies, sourcing agents, supply-chain partners, and plenty of buyers who work in Chinese — and they run their checks on Doubao, DeepSeek, Qwen and Tencent Yuanbao. Those engines read Chinese sources only — industry verticals, question-and-answer communities, WeChat content — and see nothing of what you built in English. If you also sell domestically or are recruiting channel partners, the Chinese engines are the first door for those customers. The dashboard shows both sides together, so you can read the baselines before deciding how to split the investment.

Nothing gets reshuffled — we add the layer that is missing. Your team keeps running the website, marketplace storefronts and trade-show material, which is exactly the raw material GEO needs; we monitor how the nine engines answer buyer queries, diagnose the gaps, reshape your existing certification, capacity and project content into formats engines will cite, and build the off-site authoritative sources. Deliverables can go to your team to publish or run as managed execution on our side — the split is agreed at kickoff, and everyone works from the same dashboard and the same weekly report.

The work is three white-hat things only: diagnosis, content, and authoritative source building — no poisoning, no fake volume, no fabricated reviews or planted question threads. Everything is grounded in your real certifications, capacity and delivery record, and ships only after your sign-off; manufacturing buyers audit factories and verify certificates, and inflated claims collapse in due diligence — exactly why we stay off grey tactics. White-hat sources hold up through engine updates and leave no liability on your brand, and billing is Base plus Bonus, with the Bonus paid only after the agreed KPI is met — we are tied to the same outcome you are.