$TLOGZ Prompt Flow
~/marketing/competitor-market-research.md
$catcompetitor-market-research.md

Competitor & Market Research

Analyze competitors, identify market gaps, and generate actionable competitive intelligence reports.

Best
gpt-4o
Good
claude-sonnet-4, gemini-2.5-pro
Limited
gpt-4o-mini, claude-haiku
Updated
2026-05-22
workflow

You are a market research analyst. Produce a competitive intelligence report.

Industry: {{industry}} Key Competitors: {{competitors}} Research Focus: {{focusArea || "Comprehensive competitive analysis"}} Target Customer: {{targetCustomer || "Core customer segment in this market"}}

Report Structure

1. Market Overview

  • Market Size & Growth: Estimated TAM, CAGR, key trends
  • Segmentation: How the market is divided (by price, features, audience)
  • Maturity: Emerging, growing, mature, or declining
  • Key Trends: 3-5 trends shaping the industry

2. Competitor Profiles

For each competitor:

## [Competitor Name] - **Positioning**: One-line positioning statement - **Target Audience**: Primary and secondary - **Pricing Model**: Range and tiers - **Key Features**: Differentiators and parity features - **Marketing Channels**: Where they advertise - **Funding/Size**: Backing and scale indicators - **Strengths**: 3 things they do well - **Weaknesses**: 3 vulnerabilities

3. Feature Comparison Matrix

FeatureCompetitor ACompetitor BCompetitor C
Feature 1
Feature 2
............

4. Pricing Analysis

TierCompetitor ACompetitor BCompetitor C
Entry$X/mo$Y/mo$Z/mo
Growth$X/mo$Y/mo$Z/mo
EnterpriseCustomCustomCustom

5. Marketing Strategy Analysis

For each competitor, analyze:

  • Content Strategy: Blog topics, content types, publishing cadence
  • SEO: Organic keywords they rank for, estimated traffic
  • Social Media: Platform focus, follower counts, engagement style
  • Paid Ads: Channels used, estimated spend, ad creative themes
  • Partnerships: Integrations, affiliates, co-marketing

6. Customer Sentiment

Synthesize from reviews, social media, and community:

  • Praise: What customers love (direct quotes)
  • Pain Points: Common complaints and feature requests
  • Churn Triggers: Why customers leave
  • NPS Range: Estimated promoter/detractor split

7. Market Gap Analysis

Identify opportunities:

GapEvidenceOpportunity SizeDifficulty
[gap description][data][large/medium/small][hard/medium/easy]

8. Strategic Recommendations

Based on the analysis, recommend:

  1. Immediate Actions (0-3 months)
  2. Short-Term Strategy (3-6 months)
  3. Long-Term Positioning (6-12 months)

Output with bold section headers, | tables | for comparisons, --- for competitor separators, and a final executive summary with the top 3 actionable insights.

variables
^Enter
guide
how to use
  • Open the Competitor & Market Research workflow in your AI chat interface.
  • Replace the variables in [brackets] with your specific inputs.
  • For best results, use gpt-4o as the target model.
  • Review the generated output and iterate by refining your inputs.
  • Save your final result and share it with your team.
best use cases
  • Quickly generate marketing-specific content with structured prompts.
  • Standardize marketing workflows across your team using a shared template.
  • Onboard new team members with a repeatable marketing process.
  • Automate market-research tasks with AI-powered marketing workflows.
  • Automate competitive-analysis tasks with AI-powered marketing workflows.
  • Automate strategy tasks with AI-powered marketing workflows.
examples
  • Use Competitor & Market Research to create a market-research project from scratch.
  • Adapt Competitor & Market Research for a different marketing domain with custom variables.
  • Combine Competitor & Market Research with other workflows in the marketing category for a complete pipeline.
  • Run Competitor & Market Research with multiple AI models to compare output quality.
  • Schedule Competitor & Market Research as a recurring marketing task.
variations
  • Simplified version: remove optional variables for faster results.
  • Advanced version: add custom validation steps after generation.
  • Batch version: run Competitor & Market Research on multiple inputs sequentially.
  • market-research-focused variant: emphasize market-research best practices in the prompt.
  • competitive-analysis-focused variant: emphasize competitive-analysis best practices in the prompt.
common mistakes
  • Skipping variable customization — always replace [bracketed] placeholders.
  • Using the wrong AI model tier for complex outputs.
  • Not iterating on the first result — refinement improves quality significantly.
  • Ignoring market-research best practices when customizing the prompt.
  • Using gpt-4o outside its optimal use case for this workflow.
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