Prompt
How do I create query templates for competitive intel?
Latest observation
Oct 12, 2026
OpenAI APIWeb search: off
A good competitive-intel query template is a reusable search pattern that helps you quickly find relevant signals about competitors, market moves, customer wins/losses, hiring, product changes, funding, and sentiment.
1) Start with a simple template structure
Use this format:
[Competitor] + [signal type] + [context] + [timeframe] + [source]
Examples:
- "Company X" + pricing + 2026
- "Company X" + hiring + sales roles
- "Company X" + customer + case study
- "Company X" + launch OR announced
- "Company X" + site:linkedin.com OR site:news.ycombinator.com
2) Build templates by intel category
Market/positioning
"Competitor" AND (positioning OR "go-to-market" OR messaging)"Competitor" AND ("new website" OR rebrand OR redesign)"Competitor" AND ("who we serve" OR "use cases")
Product changes
"Competitor" AND (launch OR announced OR released OR beta)"Competitor" AND (API OR integration OR roadmap OR "new feature")"Competitor" AND ("changelog" OR "release notes")
Pricing / packaging
"Competitor" AND (pricing OR plans OR packaging OR "free trial")"Competitor" AND (enterprise OR "custom pricing" OR discount*)
Customer wins/losses
"Competitor" AND ("case study" OR testimonial OR "customer story")"Competitor" AND ("partnered with" OR selected OR adopted)"Competitor" AND ("switching from" OR replacing OR migrated)
Hiring / org moves
"Competitor" AND (hiring OR jobs OR careers) AND (sales OR marketing OR product)"Competitor" AND ("director" OR VP OR "head of") AND (marketing OR sales)"Competitor" AND site:linkedin.com/in
Funding / growth / traction
"Competitor" AND (funding OR raised OR valuation OR acquisition)"Competitor" AND ("ARR" OR "revenue" OR "customers" OR "users")
Reviews / sentiment
"Competitor" AND (G2 OR Capterra OR Gartner OR "review")"Competitor" AND ("pros and cons" OR "alternatives" OR "vs")
3) Use Boolean operators to make them flexible
Common patterns:
- OR for synonyms:
launch OR release OR announced - AND to narrow:
competitor AND pricing - - to exclude noise:
competitor pricing -job -jobs - "quotes" for exact phrases
- site: to restrict sources:
site:linkedin.com,site:newsroom.com
Example:
"Competitor" AND (launch OR released OR announced) -job -jobs
4) Make templates reusable with placeholders
Create a library like this:
[COMPANY] AND (pricing OR plans OR packaging)
[COMPANY] AND (launch OR released OR announced) AND [FEATURE]
[COMPANY] AND ("case study" OR testimonial OR customer)
[COMPANY] AND (hiring OR jobs) AND [FUNCTION]
[COMPANY] AND (funding OR acquisition OR merger)
[COMPANY] AND (review OR reviews OR G2 OR Capterra)
Then swap in:
[COMPANY] = "Salesforce"[FEATURE] = AI OR automation[FUNCTION] = sales OR engineering
5) Add source-specific templates
Different sources need different query styles.
Google / web search
"Competitor" pricing"Competitor" site:competitor.com/blog"Competitor" (launch OR announced)
"Competitor" site:linkedin.com/in (hiring OR joined OR promoted)"Competitor" site:linkedin.com/company
X / Reddit / communities
"Competitor" site:reddit.com"Competitor" site:x.com OR site:twitter.com
News
"Competitor" site:techcrunch.com OR site:prnewswire.com
6) Organize by business question
Instead of random searches, define the question first:
- Are they changing pricing?
- Are they entering a new segment?
- Are they hiring aggressively in one area?
- Are customers mentioning them positively or negatively?
- Are they shipping a new feature that overlaps with us?
Then create one template per question.
7) Keep a living template sheet
For each template, store:
- Goal
- Query
- Best sources
- What counts as a signal
- Noise / exclusions
- Refresh frequency
Example:
| Goal | Query | Sources | Notes |
|---|---|---|---|
| Pricing changes | "Competitor" AND (pricing OR plans OR packaging) | web, docs | Exclude job posts |
| Product launches | "Competitor" AND (launch OR announced OR released) | blog, newsroom | Watch for beta/preview |
| Hiring signals | "Competitor" AND (hiring OR jobs) AND (sales OR eng) | LinkedIn, careers | Look for team expansion |
8) Best practices
- Use a consistent naming convention for competitors.
- Include synonyms and alternate product names.
- Add exclusion terms to reduce noise.
- Tailor queries by source and intent.
- Review and refine based on what actually returns useful results.
If you want, I can also give you:
- a ready-to-use competitive intel query library,
- a template spreadsheet, or
- query examples for a specific competitor or industry.