Choose which industry to sell to with a 15-minute AI research pass
Patrick Schaber spent about 15 minutes in ChatGPT Deep Research, received a 10-page report, and chose industrial manufacturing. He then used Claude and Clay's free plan. The sales result is not reported.
Who this is about: Consultant choosing a target industry
What it takes
- Cost
- Free planChatGPT: Free plan. ChatGPT Plus costs $20 a month. Go, Pro, Business and Enterprise plans are listed on chatgpt.com/pricing.Price checked Oct 15, 2026 on help.openai.com. Prices change; check before you buy.
- Setup time
- An afternoonOur estimate from the source, for one business.
- Skill needed
- Some tech skillsComfortable installing an app, pasting an API key or running a command.
Explain it simply
He asked ChatGPT Deep Research which industries most need his offer. It returned a long report with sources, and he picked one industry. Claude, working through files on his computer, helped write the campaign brief. Clay's free plan helped build a list of target companies. He does not say whether anyone bought. The sales result on this page is unknown.
Can AI help me choose a target market for my business?
Yes. Ask a deep research tool to compare a few candidate industries on need, budget and reachability, read the report, then build a prospect list for the winner. Consultant Patrick Schaber spent "about 15 minutes" with ChatGPT Deep Research and chose industrial manufacturing; his campaign result is not reported yet.
| Workflow / use case | Primary AI role / tool slot | Input data | Expected business output / time saved |
|---|---|---|---|
| Choosing a target market | ChatGPT Deep Research, then Claude Cowork and Clay (free plan) | Your offer and 3-5 candidate industries | A 10-page report and a chosen niche in ~15 minutes; sales result unknown |
How does this differ from other ways to do this job?
The market-research page studies customers you may already serve and how they talk. This page picks which industry to sell to next. The Gemini lead-research page scores individual leads after the market is chosen. A Grok Bot plus Clay stack can turn buying signals into a prospect list.
What was done
Consultant Patrick Schaber published a walkthrough on Feb 15, 2026, of how he would build a go-to-market campaign for his own offer.
He spent about 15 minutes in ChatGPT Deep Research and got a report he describes as about 10 pages. He chose industrial manufacturing.
He then used Claude Cowork to write the campaign brief from files on his computer, and Clay's free plan to build a list of target companies. This page does not state a credit count for that free plan.
No replies, calls, or revenue are in the post. The sales result is not reported.
How it went
The sourced result is a research pass and a chosen industry, not a closed deal. Show the sales result as unknown.
- He describes the research pass as "about 15 minutes."
- Use the follow-up page on this site only after you have a market and a list you are willing to email yourself.
Prompt
- Context / Role
You offer a service and are unsure which industry or customer type to focus on next.
- The copy-paste prompt
PromptWritten by our editors from the source I sell [OFFER] and charge about [PRICE]. I am choosing between these target markets: [CANDIDATE_MARKETS]. Research each market and compare them in a table: | Market | How badly they need this (evidence) | Ability to pay (evidence) | How easy to reach (where they gather, buying signals) | Competition | Score 1-10 | Then: 1. Recommend one market and give the 3 strongest reasons, each with a source. 2. Describe the ideal first customer in that market in 5 bullet points. 3. List 5 public signals that show a company is ready to buy now (e.g. hiring, expansion news). 4. Say what would change your recommendation. Cite a source for every claim; mark guesses as "assumption". My constraints: [CONSTRAINTS]- Variables to customize
- [OFFER]
- [PRICE]
- [CANDIDATE_MARKETS]
- [CONSTRAINTS]
- Expected output / next step
A comparison table, one recommended market with sourced reasons, a first-customer sketch, and buying signals. The sales result is still yours to earn.
Written by our editors for any AI chat with web research. It is not a built-in prompt in ChatGPT, Claude, or Clay.
Setup notes
- List three to five industries you could actually serve, plus your price and constraints.
- Run the comparison in Deep Research and read the sources behind the recommendation.
- Write the campaign brief in Claude from your own files, not from memory alone.
- Build the company list in Clay. The free plan is enough to start. Do not assume a credit count without checking Clay's pricing page.
- Do not claim a sales result until you have one. This source does not.
Business fit
Who this helps, and how:
Accountant choosing dentists or contractors: compare two industries on need, budget, and how you would reach them before you specialize.
Solo foundersCleaning company choosing offices or short-term rentals: use a short research pass to pick one segment, then build a small list.
Local & serviceConsultant adding a second niche: pick the industry in a sourced report, then move to outreach you send yourself.
Agencies
Related
- One Bot, one jobBot structure
- Grok Bot + Clay: build and check GTM workflows through the Clay CLIStack
- Evidence grade BRun personal sales emails and follow-ups with ChatGPT, Gmail and a spreadsheetStrong evidence, using ChatGPT, Gmail and Google Sheets
- Evidence grade BA Consultant Turns a Company Name Into a Scored Lead in Under 20 MinutesStrong evidence, using Gemini, NotebookLM and Google Sheets
- Evidence grade DFollow Up on Quotes That Went Silent With an AI-Written Three-Touch PlanLight evidence, using ChatGPT, Claude and Quo
- How to use AI in salesDepartment hub: AI for sales, 34 examples
Similar tools
Other tools for this job, and how they differ. Chosen by our editors, never paid for.
- Gemini
Google's Deep Research. One page here uses it to score individual leads, after a market is chosen.
See it in use: A Consultant Turns a Company Name Into a Scored Lead in Under 20 Minutes
- Grok Bot
Can run the list step with Clay and wait for approval before outreach goes out.
Stack: Grok Bot + Clay: build and check GTM workflows through the Clay CLI
“Strong evidence” (grade B) means: The person who did the work describes the setup and results in detail. How we grade. Spotted a mistake? Suggest a correction.