Answer First: Why Your Opening Paragraph Determines Everything
When models compress content, they prioritize sentences that read like conclusions. So your first paragraph should not be background—it should be the conclusion itself. Three structural templates you can copy and use directly.
One-sentence conclusion: What users ultimately see is the AI's paraphrase, not your original text; the paraphrase will prioritize sentences that read like conclusions.
1. What the Model Is Compressing
When generating an answer, the model does three things: compress information, reorganize logic, and choose the expression that most resembles an authoritative answer. It rewrites wording, merges multiple sources, and removes unnecessary details.
This means two things:
· Your core judgment must be written in short sentences to survive compression;
· Your expression must be low-ambiguity so it is not misread after rewriting.
2. Three Reusable Structures
Structure A: Conclusion + Three Supporting Points
Suitable for judgment-type questions (whether to do it, whether it is worth it, which to choose).
Give the conclusion in the first paragraph, then three points, each with one piece of evidence and one figure.
Structure B: Definition + Applicable Scenarios + Cautions
Suitable for concept-type questions (what is GEO, what is private deployment). The definition must be quotable on its own, scenarios must be specific to industry or scale, and cautions must clearly state the boundaries.
Structure C: Comparison Table + Recommendation
Suitable for choice-type questions (platform or independent site, Option A or Option B). The table provides facts, the recommendation provides a conclusion, and state under what conditions the recommendation would reverse.
3. Six Writing Approaches to Avoid
① The first three paragraphs are still laying out industry trends;
② Three viewpoints crammed into one paragraph;
③ Key information appears only in images;
④ Heavy use of metaphors without factual support;
⑤ Subheadings written as "Our Advantages" instead of "How to Solve X";
⑥ Using "it" or "this" throughout to refer to a concept mentioned earlier, so that when excerpted alone it is unclear what is being discussed.
These approaches are not unusable—but you must not bury the most important information inside them.
4. One Action Before Publishing
Randomly pick two paragraphs plus one table, send them to a colleague unfamiliar with the topic, and see whether they can state your viewpoint. If they cannot, rewrite.
