How to research a company before a sales call or interview

By the end of this guide you will have a one-page brief on a company: what it does, who runs it, what has changed recently, what it might care about, and the questions you will ask. You can use it before a sales call, a partnership meeting or a job interview. AI helps by gathering and summarising public information fast, so you spend your time on thinking rather than searching.

To research a company with AI, you can use a general answer engine for sourced questions, a sales assistant built for account research, or a data tool for contacts. This guide compares five tools from our Research and search category and nearby marketing tools, using only what each listing states.

Key takeaways

• Start with a specific purpose (a sales call or an interview), use a sourced tool to gather facts, then verify each fact you plan to say aloud on the company's own pages.
• The main decision is whether you need an answer engine (Perplexity), a sales-specific research assistant (JourneyAI, Publish7), contact and lead data (Success.ai) or a CRM that keeps the notes (Lightfield).
• Some tools suit sellers only. If you are preparing for a job interview, a general answer engine and the company's own site are the practical choices.
• AI summaries can be outdated or wrong. Treat them as a first pass, and check names, figures and recent news yourself.

What you need before you start

• The company name and website. Plus the person or team you will meet, if you know them.
• Your purpose. Selling a product, partnering, interviewing or investing each needs a different brief.
• A notes document. One page, with headings you fill in as you go.
• Time. A useful brief takes under an hour. A deep account plan takes longer.
• Difficulty. Easy, as long as you check the facts.
• Respect for privacy. Stick to public business information. Do not collect or store personal details beyond what you need, and follow your employer's rules and local data laws.

Which kind of AI tool fits this job

Choose by what you need to learn and who you are.

An answer engine with cited sources. Perplexity answers questions in natural language with inline citations so you can see where each claim comes from. Paid plans add deep research and premium data sources such as PitchBook, Statista and S&P Capital IQ. It suits sellers and interview candidates alike.

Sales research assistants. JourneyAI offers specialist assistants such as Company Deep Research, Quick Call Prep and Find Me Lookalike Leads, and lets you keep a workspace per target account. Publish7 is a set of AI agents for marketers, including a Company Research Agent and a Competitor Landscape Agent that take a few details about a business and return research.

Contact and lead data. Success.ai combines a database of more than 700 million B2B and B2C contacts with email and phone lookups, enrichment and verification. It is built for outbound sales, so it fits a seller more than an interviewee.

A CRM that keeps what you learn. Lightfield is an agent-native CRM that captures emails and meeting transcripts, stores them as accounts, contacts and opportunities, and lets agents update fields and summarise meetings.

Step 1: Set your purpose and questions

You end this step with the five or six questions your brief must answer.

1. Write why you are researching the company: to sell, to partner, to interview or to evaluate.
2. List what you need to know, for example what they sell, who their customers are and what has changed lately.
3. Add questions that fit your purpose, such as "which team owns this problem?" for a seller, or "what are the biggest challenges for the role?" for a candidate.
4. Note how much time you have, so you know how deep to go.

Check it worked by confirming each question would change what you say in the meeting.

Step 2: Start from the company's own sources

Primary sources are more reliable than summaries, so collect them first.

1. Open the company's website, product pages, pricing page and about page.
2. Read its latest announcements, blog posts and job listings.
3. Note the names and titles of the people you will meet, based on public profiles.
4. Save the links in your notes.

Check it worked by being able to describe the company's offer in two sentences from its own words.

Step 3: Use a sourced AI tool to fill the gaps

Now ask questions your own reading did not answer.

1. Ask Perplexity specific questions, such as what the company sells, who its competitors are and what was announced recently. Phrase them neutrally and look at the citations.
2. For a seller, try JourneyAI's Company Deep Research assistant, which builds a company profile, or Publish7's Company Research Agent.
3. Give assistants context if the tool allows it. JourneyAI lets you upload files such as call notes, playbooks and CRM notes, and keeps a workspace per target account.
4. Copy the links, not just the text.

Check it worked by having a source link beside every fact in your notes.

Step 4: Verify the facts you plan to use

Anything you say aloud needs to be right.

1. Open the cited pages and confirm the claim appears there.
2. Check dates. A funding round, product or leadership change may be old news.
3. Cross-check figures such as headcount or revenue with a second source, or leave them out.
4. Remove or flag anything you cannot confirm.

Check it worked by being able to answer "where did you read that?" for every fact in your brief.

Step 5: Understand the people and the context

Meetings are with people, so know who they are and what they care about.

1. Review public professional profiles and recent public posts or talks by your contact. Keep to business context.
2. Work out the team's likely priorities from the company's announcements and job ads.
3. If you are selling, use JourneyAI's Quick Call Prep assistant to turn your research into talking points, and use a lookalike-leads assistant only if prospecting is part of your job.
4. Note one or two points of common ground that are genuine.

Check it worked by writing one sentence on what each person you will meet probably cares about.

Step 6: Build your one-page brief

Pull everything into something you can read in two minutes before you start.

1. Open with a two-sentence summary of the company.
2. Add recent news, key facts with sources, and the people involved.
3. List your questions, and your answer to "why this company, why now?"
4. For sales, add how your offer relates to their situation, and any risks or objections.

Check it worked by handing it to a colleague and asking them to explain the company back to you.

Step 7: Capture what you learn after the meeting

The brief gets better each time you update it.

1. Record the answers you received and what changed in your understanding.
2. In a sales context, log notes against the account. Lightfield captures emails and meeting transcripts and lets agents update records and draft follow-ups.
3. For outreach lists, Success.ai provides contact lookups and verification. Check the lawful basis for contacting people before you send any messages.
4. Set a reminder to refresh the brief before the next conversation.

Check it worked by confirming the next person who opens the account notes can find what you learned.

Tools for this job compared

Tool	Good fit for	Pricing	Stated limits
Perplexity	Sourced answers about a company for anyone	Freemium, paid from $17/mo (checked 24 Oct 2026)	Free has limited weekly usage and basic models; plan details differ between consumer and enterprise pages
JourneyAI	Sellers needing account research and call prep	Free trial	Free trial limits client, ICP and company context and assistant history; confirm paid plan prices on the vendor's site
Publish7	Marketers wanting focused research agents	Freemium, paid from $15.92/mo (checked 24 Oct 2026)	Growth plan has 1,000 credits and Professional has 3,000; some features marked coming soon
Success.ai	Outbound sales needing contact data and outreach	Free trial, paid from $74/mo (checked 24 Oct 2026)	Plans capped by monthly tokens and email volume; other vendor pages show different plan figures
Lightfield	Teams keeping account notes in a CRM	Paid, from $89/mo (checked 24 Oct 2026)	Starter does not include workspace credits; credits are annual and unused credits do not carry over

Prices and plan limits change, so confirm the current terms on each vendor's site before you subscribe.

Common mistakes to avoid

• Saying an AI-generated fact in the meeting without checking it. Summaries can be wrong or stale, and a wrong detail about their business is costly. Fix it by opening the cited source for anything you will say.
• Researching too broadly. A long profile hides the three things that matter. Fix it by starting from your purpose and questions, and trimming the brief to one page.
• Using sales data tools for a job interview. Tools built for outbound prospecting are not suited to preparing a candidate. Fix it by using a sourced answer engine and the company's own pages.
• Collecting more personal information than you need. Contact databases and profile lookups raise privacy concerns. Fix it by keeping to business context and following your employer's policy and local rules.
• Letting the brief go stale. Companies change quickly. Fix it by checking news again on the morning of the meeting.

How we put this together

This is an evidence-based guide built from each tool's listing in our directory, which is compiled from the vendor's own site and pricing page. It is not a review based on using the tools. We don't rank tools, and nobody paid to be included. Some outbound links may be affiliate links; see our disclosure.

Frequently asked questions

Is there a free way to research a company with AI?

Yes. Perplexity's Free plan covers search with citations on basic models, and Publish7 offers a free start with no credit card. JourneyAI says each plan begins with a free trial that needs no credit card. All have limits, so check them against your needs.

How do I research a company before a job interview with AI?

Use an answer engine such as Perplexity for sourced questions about what the company sells, its competitors and recent news, then read the company's own site and job listing. Prepare questions of your own. Sales tools like Success.ai are built for prospecting rather than interview preparation.

Can AI research a company accurately?

It can speed up gathering and summarising, but its output can be out of date or wrong. Always open the cited sources, check dates and figures, and leave out anything you cannot confirm.

How long does it take to research a company?

The tool listings do not publish standard times. Reading the company's own pages and checking facts take the most time, so allow longer for a large account or an important interview.

Is it okay to use contact data for outreach?

That depends on where you and the recipient are and on your employer's rules. Contact databases such as Success.ai provide lookups, but you remain responsible for having a lawful basis to contact people. Check the rules with your legal or compliance team.

Compare more options in our Research and search category. If you also want to study rivals, see how to do competitor analysis with AI.