19 September 2026 ยท 3 min read

Summaries are a Trap: Ask AI Better Questions

You open a web page and your first thought is to ask an AI to summarize it. This instinct is common, but it often misses the real value AI can offer. There are better ways to get useful information from online content.

Why 'Summarize This' Falls Short

Asking an AI to summarize a page feels efficient. It seems like a quick way to grasp the main points without reading everything. This is why many people default to this prompt.

However, a generic summary rarely gives you what you truly need. It often strips away context, nuance, and specific details. You get a broad overview, but you still lack actionable insights or a deeper understanding of the subject. A summary is a starting point, not an end goal.

Four Question Shapes That Beat a Summary

Instead of a general summary, try questions that focus on specific tasks or perspectives. Frame your requests around what you want to do with the information. This pushes the AI to process the content differently.

Consider these structures: 'Explain X to Y', 'Compare X and Y regarding Z', 'Identify solutions for X', or 'List pros and cons of X'. These prompts guide the AI to extract and present information in a more structured and useful way. They move beyond mere regurgitation of facts.

Asking for Disagreements Between Sources

When researching a topic, you often read multiple articles. A simple summary of each won't highlight conflicts. Instead, ask the AI to find points of contention. For example, if you have two articles open, ask: 'What are the key differences or disagreements between these two articles on [topic]?'

This approach helps you identify areas where experts or sources hold different views. It encourages critical thinking and a more balanced understanding of complex subjects. You can then investigate these disagreements further.

Asking for What Is Missing

Sometimes the most valuable insight comes from what a source does not say. A summary will never tell you this. Prompt the AI to consider gaps in the content. For example, 'What important information or perspectives on [topic] are not covered in this article?'

This type of question pushes the AI to analyze the article against its broader knowledge base. It can highlight overlooked areas, potential biases, or missing counterarguments. This helps you identify further research needs.

Acting on AI-Generated Insights Today

To start, choose one article you need to read for work or personal interest. Instead of asking for a summary, try one of the specific question shapes. For example, ask 'What are the main arguments for and against [topic discussed in the article]?' or 'How does this article suggest I can apply [concept]?'

Compare the AI's answer to what a general summary would have provided. Note how the specific prompt yields more targeted and useful information. This direct comparison will show the benefit of better questions. Tools like LocalBridge can send your open tab content directly to an AI for these specific prompts.

Common questions

Why is 'summarize this' generally a bad prompt for AI?
A generic summary often removes critical context and specific details. It provides a broad overview but usually lacks actionable insights. You end up with less useful information than you expected.
What is an example of a 'question shape' that beats a summary?
An example is 'Explain [concept] to someone unfamiliar with it.' This focuses the AI on teaching rather than just listing main points. Another is 'List the pros and cons of [topic] based on this page.'
How can I ask AI to identify disagreements between sources?
If you have multiple sources, ask the AI: 'What are the key points of disagreement or conflicting information between these articles regarding [topic]?' This helps pinpoint divergent views effectively.
Why should I ask AI what is missing from an article?
Asking about missing information helps you identify gaps in coverage, potential biases, or overlooked perspectives. It prompts the AI to highlight areas the article doesn't address, which is crucial for comprehensive understanding.

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