AI-Answer Extraction Review
Find the passages an AI is most likely to quote — and the weak ones it will silently skip
What This Prompt Does
AI systems don't quote whole pages — they quote specific sentences. This prompt flags the strongest quotable passages on your page, identifies the bloated or vague ones the AI will skip, and explains what makes the strong ones work. You come away knowing which sentences to protect and which to rewrite.
When to Use It
- •Auditing copy before publishing a new cornerstone page
- •Refining a page that already has good structure but wordy prose
- •Preparing sentences you specifically want an AI to cite verbatim
- •Training a writer on the difference between quotable and filler prose
The Prompt Template
Act as a generative search analyst. Your goal is to identify the parts of this page that an AI system is most likely to use in an answer, and the parts that are too weak to use. Context: - Page text: [PASTE PAGE CONTENT] - Main topic: [TOPIC] Task: Identify: 1. the strongest answer-worthy passages 2. the weakest or vaguest passages 3. what makes the strong passages useful 4. how to improve the weak passages Process: 1. Read the page. 2. Find passages that directly answer likely user questions. 3. Find passages that are vague, bloated, or weak. 4. Explain the difference. 5. Recommend fixes. Constraints: - Use plain English. - Quote only short snippets if needed. - Focus on usefulness and clarity. - Keep the response under 400 words. - Favor clearer facts, direct answers, and useful specifics over polished marketing language. Output format: Use these headings: - Strong Passages - Why They Work - Weak Passages - How to Improve Them
How the Prompt Is Structured
Passage-Level, Not Page-Level
The prompt operates at the sentence and paragraph level. That's the granularity AI models use when composing answers — a single cited sentence is worth more than a mediocre page.
"Quote Only Short Snippets"
Without this constraint, the AI dumps long paragraphs back at you verbatim. Short snippets force the model to identify the exact sentence that carries the weight.
"Why They Work" Is the Real Value
The explanation of what makes strong passages strong is the teachable insight. Once you see the pattern (specific + direct + self-contained), you can write more of them on purpose.
Fixes for the Weak
Every weak passage gets a concrete fix, not just a critique. That closes the loop between diagnosis and action.
Example Output
Strong Passages
"We provide same-day emergency plumbing service in Bozeman and surrounding Gallatin County, with an average response time of 45 minutes."
Why They Work
The sentence names the service, the location, and a specific response time. It answers three likely user questions in one breath and doesn't depend on surrounding context to make sense.
Weak Passages
"At ABC Plumbing, we pride ourselves on delivering outstanding service to our valued customers, with a commitment to excellence that sets us apart."
How to Improve Them
Replace superlatives with specifics. "Licensed since 2014, with 500+ Bozeman customers and flat-rate pricing you see before we start." Now it has provable, citable facts.
Tips for Better Results
Aim for "Self-Contained" Sentences
If a sentence only makes sense with the one before it, it's not quotable. Rewrite so each strong sentence stands alone.
One Fact Per Sentence
Two facts per sentence is the max. Three and the AI has to parse around clauses instead of extracting cleanly.
Kill "We Pride Ourselves"
No AI will ever quote "we pride ourselves on excellence." It's filler. Hunt down every instance on your site.
Test the Strong Ones
Paste your best sentence into ChatGPT and ask "what does this mean?" If the explanation matches your intent, the sentence is GEO-ready.
Write Sentences AI Wants to Quote
We rewrite marketing filler into concrete, citable sentences that AI systems can use — and will.