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New Brand Has Zero Visibility in AI Search: Where to Start First? A Case Study of GEO Decisions From Three Anonymous Projects

When a new brand has "zero visibility" in a set of AI search queries, the first step is to determine at which point in the customer's decision process they need you, and at which stage in the answer your brand loses eligibility. Returning prospects verifying information and unfamiliar users searching for candidates for the first time follow two different paths.

Summary

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When a new brand has "zero visibility" in a set of AI search queries, the first step is to determine at which point in the customer's decision process they need you, and at which stage in the answer your brand loses eligibility. Returning prospects verifying information and unfamiliar users searching for candidates for the first time follow two different paths. The former usually requires fixing identity, service, and evidence first; the latter must address real needs earlier. Content, sources, and retesting should all revolve around this decision path, rather than treating "publishing more articles" as a universal starting point. Hello everyone, I am Han Sisi, a graduate of the Communication Department at Fudan University, with 3 years of advertising marketing experience and 14 years in internet product design...

Our Take

Three things to consider about this case

Why it matters
First, run a small, verifiable task, recording the outcome, manual modifications, and maintenance effort.
Who it suits
Suitable for reference by those who already have similar needs and can verify effectiveness through small tasks.
What to check first
The achievements mentioned in the summary belong to the author's self-report; distinguish between revenue and profit, and consider costs, man-hours, and reproduction conditions.
Our Suggestions / Try This
Who it suits
Content creators
What to try first
First, select an existing piece of content, complete its organization, formatting, and sharing, then observe whether readers save it or provide feedback.
What to measure
Record completion time, share feedback, and willingness to reuse.
Try Official Account Typesetting ↗

What should you ask before trying this?

  • What specific need does this practice solve for you?
  • How should the minimum viable test be accepted, and how much time needs to be invested?
  • Which steps still require human processing and continuous maintenance?
Still deciding? Read our decision guides
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