The answer capsule is the simplest GEO change with the largest measured effect on AI citations. Every other tactic in the AEO playbook compounds on top of a working capsule. If the first 150 words read like marketing copy, no amount of schema or internal linking will get the page quoted.
Why LLMs read the first 150 words harder than the rest
Passage retrieval pipelines for ChatGPT, Perplexity, and Claude weight the lead more than the body. The lead is what the model returns when a user asks the question the page exists to answer. The rest of the page exists for context, but the citation comes from the top.
Marketing adjectives (“industry-leading”, “world-class”, “seamless”) read as low-signal hedging to extraction models. They get skipped. Concrete entities, numbers, and dates score higher because they are easier to verify against the user’s query.
How to write a capsule
- 01
Write the question first
Before drafting, write the exact question a user would type into ChatGPT to land on this page. The capsule is the answer to that question, in 40 to 60 words.
- 02
Sentence one is the answer
No setup, no hook, no adjective. Lead with the noun phrase the question is about, then the verb, then the answer. 'FAQ schema still feeds LLMs.' is a working sentence one. 'In today's fast-paced search landscape...' is not.
- 03
Sentence two adds a specific
A number, a date, or a named entity. 'Google deprecated FAQ rich results on May 7, 2026.' This is what makes the passage extractable as a standalone fact.
- 04
Strip every marketing adjective
Run a find on 'industry-leading', 'cutting-edge', 'world-class', 'seamless', 'unparalleled', 'best-in-class'. If any survive, the capsule is not done.
- 05
No inline links
Links inside the capsule split the model's attention. Move citations to the body. The capsule is one paragraph of facts, nothing else.
Before and after
What to measure
Two signals matter. First, whether the page gets cited by ChatGPT, Perplexity, or Claude when you ask the target question directly. Test in each tool. Second, the share of the cited passage that comes from the first 150 words of the page. If you are getting cited from the body but not the lead, the lead is not the answer to the question users are asking.
A working capsule should produce a citation from the lead within four to six weeks of publish or update.