Working segments and exclusions
Identify whom the offer might serve and which users fall outside the initial focus.


AUDIENCE STRATEGY · BUSINESS AND CONTENT PLANNING
Turn a business idea or website brief into working buyer personas, content ideas, and a practical research plan.
Understand possible reader needs, buying decisions, and places to investigate. Keep assumptions visible and validate them with real people.
Explore working personas, content ideas, channel experiments, and research questions. Use the example to preview the dashboard.
Enter a public website and build your plan directly. Without a website, describe what you plan to publish, sell, or provide.
The tool selects public page passages and relevant business pages. Optional customer notes can help refine the suggested segments.
Inspect each finding, its evidence state, and its validation question. Use small experiments before expanding content production or advertising.
Audience research investigates needs, tasks, constraints, and behavior. A persona organizes patterns that help you make specific decisions.
A proposed profile can guide an initial test. Keep assumptions separate from observed customer facts, and revise them when evidence disagrees.
Our ChatGPT audience research guide explains how to prepare an evidence pack and keep observations separate from assumptions.
This tool applies that workflow. Business context suggests possible segments. The sweet spot provides testable profile assumptions. Customer notes can support specific findings without verifying the entire persona.
Identify whom the offer might serve and which users fall outside the initial focus.
Distinguish the person using a solution from the person approving or paying for it.
Explore goals, pain points, decision criteria, and possible messaging without treating assumptions as findings.
Plan relevant topics and formats. Explore platform searches without claiming your audience has been found there.
Use interview prompts and validation tasks to investigate the uncertainties that affect your decisions.
Save findings, supporting quotes, and your own decisions before sharing the plan with a collaborator.
For a new idea, investigate the problem before polishing a fictional profile. Ask people about recent tasks, current alternatives, and difficult decisions.
For an existing website, compare customer questions, support issues, relevant analytics, and interviews. Public pages explain positioning and suggest possible audience needs. They cannot establish the composition of actual visitors.
The SBA business-planning guide describes market research as a way to understand customers and investigate a business idea.
HubSpot’s buyer persona guide also emphasizes research, surveys, and interviews. Use these methods to challenge your assumptions, not simply confirm them.
A Reddit discussion may reveal useful language. A TikTok comment may expose a recurring question. Neither establishes the size or preferences of an entire audience.
Search for the task, problem, and alternatives your persona describes. Review several relevant conversations and record context, dates, disagreements, and sampling limits.
Then test one appropriate content format. Observe relevant questions, task completion, or qualified visits rather than treating raw views as proof of buying intent.
Respect community rules. Research destinations are discovery links, not endorsements of a group or permission to send unsolicited messages.
You do not need a website to use this tool. Describe your shop, service, product, publication, or business idea in plain language.
For a local service, explain where you can operate, what customers need, and which alternatives they currently use.
The offline plan suggests interviews, relevant venues, demonstrations, partner conversations, and small pilots. These are research options, not confirmed customer locations.
Ask people about their most recent experience with the problem. Their actual decisions are more useful than agreement with a hypothetical sales pitch.
GOV.UK’s user research guidance recommends reviewing existing evidence and learning about real user needs before defining profiles.
Review goals, barriers, interests, behavior, buying triggers, and decision criteria. These details help you choose useful messages, formats, and next actions.
The proposed audience sweet spot suggests age cohorts, gender focus, candidate markets, relevant interests, purchase budgets, and decision styles. Each suggestion includes a reason and a validation question.
A business description cannot reveal a customer’s bank balance. Investigate willingness to pay and relevant purchasing constraints through appropriate customer research.
For B2B offers, separate the user, buyer, and approver. One person’s daily workflow may differ from the concerns of the purchasing team.
Use the profile as a working map. Revise it when interviews, support questions, observations, or customer feedback contradict your assumptions.
A sweet spot here means a proposed starting audience, not a measured concentration of customers or a statistically optimal target.
Use a proposed age band or market as a test group. Keep comparison groups so you can challenge the initial assumption.
Review how each suggestion relates to the offer, task, price, or service area. Avoid narrowing audiences through unrelated stereotypes.
Compare customer interviews, relevant analytics, and purchase decisions. Keep, revise, or discard assumptions as the evidence develops.
Nielsen Norman Group’s persona guidance describes lightweight personas built from existing knowledge and assumptions. They provide a starting point before further research.
For a clothing business, distinguish the intended wearer from the buyer or gift purchaser. For children’s products, separate child users from adult purchasing decisions.
Countries are candidate markets to investigate, subject to service availability. Spending ranges are illustrative purchasing scenarios, not estimates of account funds or customer wealth.
Without a specific audience problem, a business can produce generic content, choose unsuitable channels, or explain features that customers do not value.
This workspace organizes the initial questions. It connects a possible audience with pain points, useful content, and a small test you can observe.
Each channel includes five tailored ideas connected to the offer and proposed audience needs. Compare social posts, search content, consent-based emails, and offline activities.
Start with a manageable experiment. Look for relevant questions and meaningful actions before investing in a larger campaign.
The suggestions do not replace interviews, market data, or sales evidence. They help you decide what to investigate next.
Yes. Describe your offer, the problem it solves, your market, and the decision you need to make. The plan labels unsupported audience ideas as hypotheses.
No. Up to three public pages supply business context for suggested audiences. They do not reveal actual visitors, purchases, or verified platform preferences.
A target audience is a group you aim to serve. A buyer persona summarizes a specific decision-making context within that group.
No. Supplied customer notes can support individual findings, but they are not independently verified. Other findings remain hypotheses or unknowns.
Yes. The proposed audience sweet spot provides starting assumptions, reasons, and validation questions. These suggestions do not establish actual customer demographics or personal wealth.
Yes. Each plan includes five tailored TikTok ideas alongside other channels. Test them before assuming the platform attracts relevant customers.
Use your idea or pasted brief instead. Protected pages, access restrictions, and unreadable content can prevent imports without establishing anything about your audience.
No. It creates working segments and research tasks. Use suitable first-party research and external datasets to investigate demand and market size.
Yes. Copy or download the full plan as JSON, including your review decisions. Findings CSV contains persona observations and validation questions.