Customer outreach: Make communication more prepared

Focusing on target customers or partners, organize company and product information, collect public information that is allowed to be used, assist in generating communication drafts, and organize manually confirmed contact results into the customer management process.

  • Input:Product information, target audience criteria, existing communication materials and channel requirements.
  • Process:Data sorting → Object screening → Communication draft → Manual confirmation → Follow-up records and feedback.
  • Manual responsibility:Verify objects and facts, decide whether to contact, confirm expressions and follow-up; channel authority and delivery method are confirmed according to specific projects.
  • Observable:Data preparation time, completeness of records, responses and follow-up.

Social media marketing: keep producing content

Integrate product facts, brand expression, channel requirements and review feedback to assist in topic selection, drafting and format adaptation. Content rule checking, human review and experience accumulation are integrated into the same process.

  • Input:Product information, target audience, brand specifications, channel formats and historical feedback.
  • Process:Organize data → form topic selection and draft → rule checking → human review → channel adaptation → record feedback.
  • Manual responsibility:Confirm facts, brand expression and release decisions; release and data access depend on platform permissions and project scope.
  • Observable:Content turnaround time, review rework, material reuse and channel feedback.

GEO Optimization: Make product information easier to understand

Focus on questions that users may ask to generative search, check company and product facts, organize accessible, understandable, and evidence-based content, and observe brand appearance and source citations in an agreed manner.

  • Input:Official website and product information, user questions, existing public content and verifiable sources.
  • Process:Sorting out problems → taking inventory of information → identifying gaps → optimizing content structure → manual verification → regular observation and updates.
  • Manual responsibility:Confirm product facts, sources and external expressions; the citations, recommendations and rankings of the AI ​​platform are not guaranteed.
  • Observable:Issue coverage, content update records, brand presence and citation sources under agreed queries.
Start with a real task

Prioritize processes that are high-frequency, have data available, rules can be described, and changes before and after can be compared. Channels, data permissions, integration and delivery boundaries are determined after diagnosis.