Getting an AI marketing strategy approved is the easy part. Making it work inside a real marketing team, with real approval cycles and real budget scrutiny, is where most programmes stall. That gap is what our operations coaching service exists to close.
Beijing ANMEI Technology works on a simple principle: precise fit plus full-cycle delivery. That means customised engine tuning, a coaching team that works hands-on with the client's staff, and effect metrics both sides agree on before the work starts.
1. GEO: generation and live iteration
The core value is straightforward. Parameterised engines and scenario templates let content be generated intelligently, matched to the right channel, and iterated on live — which addresses both homogenisation and weak reach.
What the service includes:
· A scenario template library, organised by industry, product and campaign stage.
· Dynamic parameter tuning against audience profile, channel, and CTR or CPA targets.
· Closed-loop A/B testing with automated iteration.
Typical measured KPIs:
+32% average click-through rate improvement
×4 content production efficiency
−40% average customer acquisition cost
2. Operations coaching: full-cycle enablement with delivery guarantees
We pair technical guidance with hands-on help. A dedicated team stays with the project, produces customised execution plans, and signs off against agreed acceptance criteria. Every deliverable below is reusable and exportable as a report.
Three phases, as an example:
· Months 0–1, diagnosis and strategy: requirements and channel diagnosis, target setting, first MVP engine parameters live. Delivered: strategy paper, initial engine parameter list.
· Months 1–3, execution and iteration: A/B testing, asset iteration, channel-level optimisation. Delivered: monthly KPI dashboard, test reports, asset pack.
· Months 3–6, stabilise and scale: scenario expansion, automation rules hardened, training and handover. Delivered: automation rules, SOPs and an operations manual.
3. Two verifiable cases
Case A — industrial manufacturing, three-month rollout.
Context: a B2B machine parts manufacturer wanting shorter acquisition cycles and a higher share of qualified leads.
Work done: GEO scenario templates, dedicated landing pages, and full-cycle coaching.
Results, comparing the three months before and after: lead conversion moved from 1.2% to 3.8%; cost per lead fell 38%; the share of sales-qualified leads rose from 22% to 45%.
Delivered: an A/B test report covering 12 test items, engine parameter snapshots, and a monthly KPI dashboard.
Case B — advisory SaaS, PR and GEO combined.
Context: a consulting SaaS product for mid-to-large enterprises, aiming to raise brand attention and trial intent.
Work done: industry sentiment analysis, then tailored PR, with GEO handling landing page and ad creative generation.
Results over six weeks: earned media exposure up 120%; average time on the product page up 48%; inbound enquiries from interested buyers up 65%.
Delivered: sentiment analysis report, communications plan, asset pack, and a daily performance tracker.
4. What you receive, as standard
· Engine tuning parameter snapshots (JSON/CSV)
· Asset packs — copy, imagery, A/B variants
· A/B test plans and consolidated results (PDF)
· Monthly and quarterly KPI dashboards, exportable to Excel
· A named advisor and a ticket channel for delivery support
5. Frequently asked questions
Q: How long before coaching shows results? A: Progress is measured in stages. Diagnosis and MVP validation take 0–4 weeks; iteration with clear conversion gains happens over 4–12 weeks; stable, scalable output typically arrives by three to six months.
Q: How is data and privacy handled? A: We support on-premises data connection, train models only on anonymised or aggregated data, sign NDAs and data processing terms, and provide operations and audit logs.
Q: Can you work with third-party ad platforms, or only your own engine? A: We integrate with mainstream third-party platforms including Baidu, ByteDance and Tencent, as well as privately deployed engines, and design the linkage strategy around your needs.
Q: How is success defined, and what are the acceptance criteria? A: KPIs agreed in advance — conversion rate, CAC, lead quality — with test reports, KPI dashboards and parameter snapshots as the basis for acceptance.
Q: Is this suitable for a smaller company, and how should we budget? A: Coaching can be bought modularly, so you can take engine optimisation only, PR only, or the full package. We offer performance-based and staged pricing, and will give you a written budget recommendation.