Market Entry AI Diagnostic
Launching a new product? Expanding into a new market? Don’t just guess your way in - ask the machines first.
The Market Entry AI Diagnostic is a strategic, data-driven report built to help founders and teams validate market fit, understand category dynamics, and spot opportunities — all from the perspective of the tools people are actually using to discover businesses today: AI platforms like ChatGPT, Gemini, Claude, and Bing Copilot.
Who Is This For?
- Customers cannot find your physical locations online
- Inconsistent or outdated business listings confuse search engines and customers
- Competitors outrank you in local map and voice searches
- AI assistants do not recommend your business
What This Report Answers
- Who are the top competitors — and how does AI rank them?
- What questions are people really asking in this space?
- What language, features, or pain points dominate?
- Is there room in the market for a new player like you?
- Does your proposed brand name already have meaning online?
What You'll See in the Report
We simulate thousands of real user prompts across major LLMs to uncover how the market looks through their eyes. That includes:
Key Data Points:
- Top 10 competitor presence across AI platforms (ChatGPT, Gemini, etc.)
- AI-based comparison lists: Are competitors consistently showing up in “best for”, “top X” answers?
- Keyword trend mapping: What problems, values, or benefits dominate the space?
- User prompt clusters: How users are searching (e.g. “affordable CRM for nonprofits”)
- Brand name clarity/conflict score: Are there name collisions or confusion risks?
- Sentiment analysis by category: Is the space trusted? Saturated? Polarized?
- Market whitespace mapping: Underserved audiences or needs LLMs aren’t covering
Why It Matters
This isn’t just about being found. It’s about being the answer. AI is becoming the front door to discovery, and if your brand isn’t positioned right from day one — you’ll be invisible from day one.
This report helps you:
- Enter your market with confidence, not guesswork
- Avoid costly naming and messaging mistakes
- Discover how to differentiate meaningfully, where it matters
Data Sources
- Prompt testing across ChatGPT, Gemini, Claude, Bing Copilot, Perplexity
- Entity & sentiment mapping via LLM analysis
- Aggregator databases: Crunchbase, Trustpilot, LinkedIn, industry sites
- Keyword and comparison prompt scraping
Deliverables
- 30+ page market entry report (PDF)
- Executive summary (1-page)
- Heatmaps and competitor visibility matrices
- Naming risk & differentiation analysis
- Optional 1:1 strategy session with a senior advisor