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YES

As of 13 August 2026, AI can research a prospect before contacting them.

Most people should hand this to a purpose-built tool.

Can you do it?

5 minutesto a draft.

30 minutesto something you’d act on.

Cost, all in£0

Skill neededchat-fluent

Who has to check ityou

What the alternative costsA specialist prospecting platform such as Apollo.io provides a prospect database with AI outreach sequences and enrichment.

If this goes wrong: you repeat an outdated or irrelevant fact in your opening message, or use personal information in a way that damages trust and your reputation.

What to actually do

  1. Use a tool built for this

    The route this page recommends

  2. Do it yourself

    Second choice

    A chat interface, chat-fluent skill, and roughly 30 minutes until you can act on the result.

    How to actually do it

    1. Open the prospect's company website, public professional profile and relevant company pages, then copy the URLs into the prompt.
    2. Write down the prospect's name, role, company, what you sell and the specific business problem you believe you solve.
    3. Paste the prompt and your gathered details into an AI chat, and ask it to produce the sourced research briefing.
    4. Open every source link used for a factual claim and compare the claim with the current page, removing anything that is outdated, ambiguous or unsupported.
    5. Mark each proposed business problem as a hypothesis unless the company has publicly stated it, then delete any personal or sensitive inference.
    6. Choose one verified and relevant fact, adapt the suggested opening message to your normal sales voice, and check it against your company details before sending.

    Prompt

    Research this business prospect before I contact them.

Prospect name: [NAME]
Job title: [JOB TITLE]
Company: [COMPANY]
Company website: [URL]
Other public sources to check: [PUBLIC URLS]
What I sell: [PRODUCT OR SERVICE]
Target customer problem: [PROBLEM I HELP WITH]

Use only information that is publicly available in the sources you can access. Do not guess, infer sensitive personal information, or state anything as fact without a source. Do not use information about health, politics, religion, ethnicity, sexuality, family circumstances or other sensitive personal matters. Separate the result into:
1. Confirmed facts about the person and company, with a source link for each fact.
2. Recent company developments or stated priorities, with dates and source links where available.
3. Plausible business problems my product may help with, clearly labelled as hypotheses rather than facts.
4. Evidence for and against this being a suitable prospect.
5. Three relevant, non-invasive questions I could ask in an initial conversation.
6. One concise opening message based only on the strongest verified fact.
7. A list of claims I must check myself before using them.

If the sources are insufficient or conflicting, say so plainly. Do not invent a trigger event, buying need, budget, authority, personal interest or relationship. Keep the tone factual and suitable for UK B2B outreach.

    Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

  3. Hand it to a person

    The distant third

    A person who owns the outcome does this end to end, worth it when the failure is dear.

What it gets wrong

  • It cannot know whether a public announcement still reflects the company's current priorities.
  • It cannot distinguish a genuine buying signal from a plausible-sounding pattern without your commercial context.
  • It cannot verify that the named person has buying authority or wants to be contacted.
  • It cannot decide whether using a particular personal detail would feel intrusive or breach your organisation's privacy rules.

Even on a YES, the friction has a name: real time truth, context depth and consent and privacy.

How we scored this

Five axes, each scored nought to two by hand: ten means AI carries the task cleanly, and the thresholds that turn a total into YES, PARTLY or NO are published in the methodology. Each axis name links to its definition.

AxisScore (0–2)
Output2
Inputs2
Verification1
Liability1
Effort delta2
Total8 / 10

The methodology and its thresholds are published in full.

FAQ

Can ChatGPT research a sales prospect?
Yes. It can summarise public company and professional information, cite the sources it used and turn the findings into relevant questions or an opening message. Check every important fact yourself before contacting the person.
What information should I give AI to research a prospect?
Give it the prospect's name, role, company, public URLs, what you sell and the business problem you address. Do not paste private data or ask it to infer sensitive personal information.
Can AI tell me if a prospect is likely to buy?
No, not reliably. It can identify public evidence and describe possible business needs, but it cannot confirm budget, authority, timing or genuine intent without a conversation or dependable first-party information.
Is it safe to use AI for sales prospect research?
It is suitable for organising public information, provided you check the sources and follow your organisation's privacy and outreach rules. Do not use unverified claims or sensitive personal details in your message, and remember that you remain responsible for what you send.

Nearby answers

All Prospecting & outreach rulings

Assessed by gpt-5.6-luna (gpt-5.6-luna) on 2026-08-13, second-checked by an independent model. Wrong somewhere? Email [email protected] and it gets re-checked.

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