Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
日本語の概要は準備中です。原文の説明を表示しています。
Weekly competitive landscape monitoring and analysis
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Performs weekly competitive landscape monitoring across websites, social media, content, and client signals. Uses company-researcher patterns for deep competitor analysis. Produces a structured intelligence report with notable changes, content gaps, opportunities, and threats. Designed to run weekly as part of a strategic review cadence.
agency.config.json in the project rootcompany-researcher -- for competitor deep dives and structured data extractionagency.config.json from the project root.competitors[] array in config. If present, use it:
{
"competitors": [
{
"name": "Agency Alpha",
"website": "https://agencyalpha.com",
"linkedin": "https://linkedin.com/company/agencyalpha",
"instagram": "@agencyalpha",
"twitter": "@agencyalpha",
"notes": "Premium positioning, strong in fashion D2C"
}
]
}
Name 3-5 competitor agencies to monitor. For each, provide:
- Agency name
- Website URL
- LinkedIn company page (if known)
- Any other social handles
services[].name to know what service areas to compare.icp.segments[] to understand which markets and industries overlap.competitive-intel-YYYY-MM-DD.md in the project directory.For each competitor, visit their website via WebSearch:
Queries:
site:{{competitor_website}}"{{competitor_name}}" new{{competitor_website}}/blog or {{competitor_website}}/case-studiesExtract and compare:
Service offerings:
Case studies:
Team changes:
Website changes:
Compile per competitor:
[Competitor Name] -- WEBSITE CHANGES
---
New services: [list or "none"]
New case studies: [list or "none"]
Team changes: [list or "none"]
Website updates: [list or "none"]
Pricing visible: [yes/no, details if yes]
For each competitor, check social presence:
LinkedIn:
"{{competitor_name}}" site:linkedin.com"{{competitor_name}}" linkedin post {{current_month}} {{current_year}}Twitter/X:
"{{competitor_name}}" site:twitter.com OR site:x.comfrom:{{competitor_twitter}} {{current_month}}Instagram:
"{{competitor_name}}" site:instagram.comYouTube (if applicable):
"{{competitor_name}}" site:youtube.com {{current_year}}Compile per competitor:
[Competitor Name] -- SOCIAL ACTIVITY
---
LinkedIn:
Posts this week: [count estimate]
Notable posts: [topic, engagement]
Hiring posts: [roles, if any]
Client mentions: [companies tagged]
Twitter:
Activity level: [active/moderate/quiet]
Notable tweets: [topic]
Instagram:
Posts this week: [count estimate]
Content type: [portfolio/behind-scenes/educational]
Engagement: [high/medium/low relative to followers]
For each competitor, analyze their content strategy:
Blog/content audit:
site:{{competitor_website}}/blog {{current_year}}Keyword targeting:
Content formats:
Content quality assessment:
Compile:
CONTENT LANDSCAPE
===
[Competitor 1]:
Publishing frequency: [posts/month]
Top topics: [topic1, topic2, topic3]
Formats: [blog, video, carousel]
Quality: [assessment]
New topics this month: [topics not covered before]
[Competitor 2]:
...
Monitor competitor client movements:
New client signals:
"{{competitor_name}}" "client" OR "partner" OR "worked with" OR "case study" {{current_year}}"built by {{competitor_name}}" OR "designed by {{competitor_name}}"Lost client signals:
"{{former_client}}" "new agency" OR "switched to" OR "partnered with"Client overlap check:
"{{our_client_name}}" "{{competitor_name}}"Compile:
CLIENT SIGNALS
===
[Competitor 1]:
New clients spotted: [list]
Clients no longer featured: [list]
Industries gaining: [industries of new clients]
[Competitor 2]:
...
OVERLAP ALERTS:
- [Competitor] appears to be targeting [industry/company] -- also in our pipeline
Synthesize all data into a competitive positioning map:
Service overlap matrix:
SERVICE | Us | Comp1 | Comp2 | Comp3
--- | -- | ----- | ----- | -----
Store development | Y | Y | Y | N
CRO | Y | N | Y | Y
Cataloging | Y | N | N | N
Perf. marketing | Y | Y | Y | Y
[service] | ? | ? | ? | ?
Price positioning:
Unique selling points comparison:
USP COMPARISON:
---
Us: [our primary USP]
[Competitor 1]: [their USP -- what they emphasize most]
[Competitor 2]: [their USP]
[Competitor 3]: [their USP]
GAPS WE OWN (services/capabilities no competitor offers):
- [gap 1]
- [gap 2]
GAPS COMPETITORS OWN (things they offer that we don't):
- [Competitor]: [capability]
Market positioning:
Compile everything into the final report:
COMPETITIVE INTELLIGENCE -- Week of [Date]
===
EXECUTIVE SUMMARY:
[3-4 sentences capturing the most important competitive developments this week]
---
NOTABLE CHANGES:
1. [Competitor] [specific change] -- Impact: [high/medium/low]
Context: [why this matters to us]
2. [Competitor] [specific change] -- Impact: [high/medium/low]
Context: [why this matters]
3. [Competitor] [specific change] -- Impact: [high/medium/low]
Context: [why this matters]
---
CONTENT GAPS (topics competitors cover that we don't):
- [topic 1] -- covered by [competitor(s)], [estimated search interest]
- [topic 2] -- covered by [competitor(s)], [estimated search interest]
- [topic 3] -- covered by [competitor(s)], [estimated search interest]
CONTENT OPPORTUNITIES (topics nobody covers well):
- [topic 1] -- [why it's an opportunity]
- [topic 2] -- [why it's an opportunity]
---
CLIENT MOVEMENT:
- [Competitor] added [client] (industry: [x], size: [y])
- [Competitor] may have lost [client] (no longer featured)
---
OPPORTUNITIES:
- [specific opportunity based on competitor weakness or gap]
- [underserved segment or topic area]
- [timing-based opportunity -- competitor slow to react to trend]
THREATS:
- [competitive move that could affect our pipeline]
- [competitor entering our strongest segment]
- [pricing pressure from competitor]
---
POSITIONING SNAPSHOT:
Premium
|
[Comp1] ---|--- [Us?]
|
---|---
|
[Comp3] ---|--- [Comp2]
|
Budget
Specialist --- Generalist
---
WEEK-OVER-WEEK CHANGES:
[What's different from last week's report -- new entries, resolved items, trend shifts]
If no previous report: "First report -- baseline established."
Based on the intelligence gathered, provide specific recommendations:
RECOMMENDED ACTIONS
===
IMMEDIATE (this week):
1. [Action] -- because [competitor did X and we need to respond]
2. [Action] -- because [opportunity window is closing]
SHORT-TERM (next 2-4 weeks):
1. [Action] -- because [competitive gap to exploit]
2. [Action] -- because [content opportunity identified]
STRATEGIC (next quarter):
1. [Action] -- because [market positioning shift needed]
2. [Action] -- because [service gap to fill or differentiation to build]
MONITOR (watch but don't act yet):
- [Signal to keep tracking]
- [Competitor move that hasn't materialized yet]
Save the report as competitive-intel-{{date}}.md in the project root for historical comparison.
Trigger phrases:
User: Run competitive intel
Assistant: [reads competitor list from config, searches websites/social/content/clients for each, compiles weekly report with changes, gaps, opportunities, threats]
User: What's Agency Alpha been up to lately?
Assistant: [deep dive on single competitor, full website + social + content + client analysis, positioning comparison]
User: Are any competitors going after Shopify CRO in India?
Assistant: [focused search on competitors' CRO offerings, Indian market presence, content targeting, client signals in that segment]
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日本語の概要は準備中です。原文の説明を表示しています。