Build a lead list with a reason behind every name.

Define fit in terms of your service

Suppose you manage retail installations and store refreshes. You might look for specialty retailers announcing several new locations in regions your crews can cover. A company’s expansion plan is relevant to your work; a generic description such as fast-growing brand is much less useful.

Write down your service, geographic limits, practical project size, and exclusions. Include existing clients, companies you have already contacted, and businesses that clearly fall outside your capacity. Decide whether the unit is a parent company, brand, or individual location so the list does not count one opportunity several times.

Ask for evidence with dates

Useful signals might include an official store-opening announcement, a facilities role being advertised, or a procurement notice relevant to your service. Ask for the exact page supporting each signal and record both the publication date and the event date when available. A newly indexed article about an old opening is not a new opportunity.

Company websites, official careers pages, and public procurement documents are good starting points. AI can help discover and summarize them, but you should be able to verify the qualification without rerunning the entire research task.

1. Give the assistant your criteria and exclusion list.
2. Request a small sample of qualified companies with supporting URLs.
3. Reject weak examples and refine the criteria before expanding the list.
4. Ask for separate fields for verified facts, inferred relevance, and missing information.

Make the output easy to review

Use a spreadsheet with company, website, location, fit reason, signal, source URL, relevant dates, suggested role to contact, and research status. A fit score is only useful if its rules are visible. You could assign one point each for geography, service match, project scale, and a current signal, then treat missing evidence as unknown.

Keep contact research tied to professional information. If a current facilities lead cannot be verified, name the role you need rather than inventing a person or guessing an email address. A job title found on an old biography may no longer be current.

Turn research into a thoughtful next step

Before outreach, open the strongest source for each shortlisted company. Check whether the announced project is still upcoming, already completed, or being delivered through an existing partner. A relevant event suggests a conversation may be worthwhile; it does not prove a company has budget or wants outside help.

For the retail example, your next step could be identifying the vendor qualification process. For another service it might be a short question to the relevant team. Keep outreach separate from the research request, and approve the actual recipient and message before anything is sent.

Review the first batch for usefulness, not just size. If five well-supported entries produce better conversations than fifty broad matches, make the next run more selective.