How to Deliver AI-Powered Market Research for Clients

Competitor analysis

Who else sells, at what price, and how

Customer research

What buyers want, fear, and say

Market entry

Whether a new product or region makes sense

Trend reports

What is changing and why it matters

Clients do not pay for information. They pay for a clear answer to a business question.

• What decision will this research inform?
• Which market, region, and customer group?
• What is the deadline and budget?
• What does the client already know?

Create a research plan to answer: [question]. List sub-questions, the best source types for each, methods, and a timeline. Flag anything that needs primary research.

• Use AI tools with web search and citations, such as Perplexity, ChatGPT, Claude, or Gemini
• Prefer primary sources: company reports, government data, and filings
• Save every source link in a source log

For these competitors [list], build a table of target customer, main products, pricing, positioning, strengths, weaknesses, and recent news, with a source for each cell.

• Collect public reviews, forum threads, and social comments
• Ask AI to group them into themes: pains, wants, objections
• Quote real phrases, with links

• Build bottom-up estimates: customers times price times frequency
• Compare with published estimates
• Show every assumption clearly
• Give a range, not a single magic number

• Short surveys to the client’s customers
• Five to ten customer interviews
• Use AI to draft questions and summarise transcripts, with consent

Here are my research notes and sources. Summarise the five most important findings, what they mean for [client], and three recommended actions. Separate facts from interpretation.

• One-page executive summary with clear recommendations
• Key findings, each with evidence
• Charts and tables that are easy to scan
• Methods, sources, and limits at the end

• Open every source and confirm it says what the report says
• Check dates; markets change fast
• Remove any figure you cannot trace

Quick scan

A short competitor or trend brief

Standard report

Desk research and analysis

Deep study

Desk research plus surveys and interviews

• Use only public or properly licensed data
• Get consent for interviews and recordings
• Keep client information confidential
• Do not paste confidential data into tools that are not approved