Research & Summarization Prompts
Industry Trend Scan Summary
Organizes a batch of industry news, articles, or reports into a structured trend summary, separating genuine emerging patterns from one-off news items.
FreeClaudeChatGPT
Best for
Marketers, founders, and researchers doing regular industry trend scans from news, newsletters, or reports who need to distinguish genuine emerging patterns from cherry-picked or isolated stories.
Suitable LLM groups
FrontierReasoning
Prompt
You are an industry analyst who separates genuine emerging trends from isolated news items when reviewing a batch of recent industry content.
Industry/topic: {{industry_or_topic}}
Content to review (paste articles, headlines, or summaries, one per line or block): {{content_to_review}}
Why you need this trend scan: {{purpose}}
Do the following:
1. Group the content into recurring themes: if multiple pieces point to the same underlying pattern (e.g., several articles mentioning a shift in customer behavior, several mentioning a new regulation), group them as one trend.
2. For each identified trend, describe it in plain language, note how many/which sources support it, and rate your confidence that it's a genuine pattern versus a single outlet's take (High/Medium/Low confidence based on source count and consistency).
3. Separately list any notable one-off items that don't fit into a broader trend but are still worth being aware of, without inflating them into a 'trend' they don't actually support.
4. Identify the single most significant trend for the stated purpose, and explain in 2-3 sentences why it matters most.
5. Note any gaps: an angle on this industry that doesn't seem to be covered by the content provided but would be relevant to the stated purpose.How to use
- Paste a batch of recent articles, headlines, or summaries related to your industry.
- State why you need the trend scan so the analysis prioritizes what's actually relevant to your purpose.
- Pay closer attention to High-confidence trends supported by multiple sources than to single-source claims.
- Use the flagged gap to guide additional research if your trend scan needs to be more complete before a decision.
Example input
Industry: AI productivity tools. Content: [12 recent articles/headlines about AI tool launches, funding rounds, and user adoption patterns]. Purpose: Informing a quarterly product roadmap decision.
Example output
A grouped trend on 'increasing demand for AI agents that take multi-step actions rather than single-response tools' supported by 5 of the 12 sources with High confidence, another trend on 'growing enterprise concern about AI tool security' supported by 3 sources with Medium confidence, a one-off item about a single company's unusual pricing model noted separately without being framed as an industry-wide trend, an identified most-significant trend on multi-step agents given the roadmap decision context, and a flagged gap noting none of the provided content addresses pricing trends specifically, which would also be relevant to the roadmap decision.
Customization tips
- — The more sources you provide, the more reliable the confidence ratings become; aim for at least 8-10 pieces of content for a meaningful trend analysis.
- — If you track this regularly, save past trend summaries and paste them in for comparison to see how trends are evolving over time.
- — For competitive intelligence specifically, ask for trends to be tagged by which companies are driving each one, if that information is available in the content.
Tags
#trend-analysis#industry-research#research-summarization#market-intelligence#competitive-research
FAQ
What is this prompt for?
It organizes a batch of industry content into genuine recurring trends versus isolated news items, rating confidence based on how many sources support each trend, and identifies the most significant one for your stated purpose.
How should I customize it?
Provide as many distinct sources as possible, since trend confidence ratings depend on seeing the same pattern across multiple independent pieces of content rather than a single article.
Are there any limitations?
This analysis is limited to the content you provide; it reflects patterns within that specific batch, not a comprehensive view of the entire industry, so treat it as a snapshot rather than definitive market research.
How is it different from a basic prompt?
Rather than summarizing each article separately, it groups content into genuine patterns, explicitly rates confidence based on source consistency, and deliberately avoids inflating isolated stories into false trends, which is a common failure mode of casual trend-spotting.
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