How to select prospects for outreach: real examples
A practical process for defining your ICP, building a company list, selecting contacts and learning from replies, with real Lineer examples.
Selecting prospects works best when you define the ideal customer profile before searching for people. Start with the companies your offer can serve, identify the work and responsibilities that make a contact relevant, then check the evidence before adding anyone to outreach. This keeps an interesting job title or news item from becoming the entire reason for contacting someone.
The process below takes you from an ideal customer profile (ICP) to a reviewed prospect list. Three anonymized Lineer conversations illustrate the decisions along the way. The process is our editorial recommendation; the records support the individual examples, not a claim that this exact process has been tested or produces higher reply rates.
1. Define the ICP around the work your offer supports
An ideal customer profile describes the kind of company your offer is suited to serve. Industry, location and size can help narrow the search, but the essential condition is the work the business actually does. Dispatch software, for example, needs a more specific audience than “service businesses”: companies operating field technicians whose assignments someone coordinates.
Start with what your product or service can actually deliver, then work backward to the conditions needed for that capability to be useful. Review existing customers, discovery notes and known poor-fit accounts where you have them. Look for recurring business activities, operating constraints and buying situations; do not assume your most recognizable customer represents every suitable account. If you are still testing the offer, label the ICP as a hypothesis.
Write an initial ICP using four fields: the required business activity, the operating context that matters, any geographic or commercial limits you can substantiate, and explicit exclusions. Do not add a headcount or revenue threshold because it makes the profile look complete. Each restriction should have a reason connected to your ability to serve the customer.
| ICP field | Illustrative dispatch-software profile | What needs checking |
|---|---|---|
| Required activity | Operates field technicians visiting customer sites | Evidence of field-service delivery, rather than equipment sales alone |
| Relevant workflow | Someone coordinates assignments and availability | Whether this workflow exists; do not assume it is inefficient |
| Service constraints | Operates in regions and systems the product supports | Actual product coverage and integration requirements |
| Exclusions | Equipment-only retailers; businesses without a field team | The company’s operating model |
| Unproven hypothesis | Multiple teams might make coordination more complex | Validate in conversations before treating it as a buying signal |
This is an illustrative ICP, not a Lineer customer result. Your first output should be a short description another person can apply consistently, including what would keep a company out of the list.
2. Choose the relationship and buying roles you want to reach
The ICP identifies suitable companies; the contact profile identifies the people relevant to your purpose. A buyer, a person using the product, an adviser and a potential referral partner may all matter, but they have different responsibilities. An operations title alone does not establish budget ownership or authority to appoint a supplier.
For each ICP, map who experiences the problem, who evaluates a solution and who can approve the purchase. Treat those roles as research questions until you have evidence. If you also want referral or networking relationships, give them a separate audience definition rather than sending everyone the same buying-oriented approach.
In property services, “developers who appoint strata managers” and “project marketers who advise those developers” are different audiences. Both can be relevant to the same sender. The distinction changes which companies you select, which people you look for and what you can reasonably ask them.
3. Build a company list against the ICP before collecting contacts
Company-first research makes the inclusion decision easier to inspect. Use sources such as company websites, project portfolios, industry directories and company search to find businesses matching the required activity. Search filters produce candidates; check the underlying evidence before treating those candidates as selected prospects.
For each candidate, record the company, the specific ICP condition it meets, the source URL and the date checked. Mark it as include, exclude or hold for research. A missing fact belongs in the hold group; a confirmed mismatch belongs in the excluded group. Avoid filling gaps with assumptions simply to reach a target list size.
Real example: a named project supported company selection
A company’s actual work can provide a stronger basis for selection than its industry label. In one reviewed property campaign, Lineer retrieved a project page describing a sold-out apartment development. That established a concrete connection to residential project marketing, rather than relying on a broad real-estate classification.
The sent email referenced the project and asked whether the post-settlement experience mattered to the recipient’s developer clients. The question treated the marketer as someone with insight into those clients, rather than assuming the marketer appointed the strata manager. The recipient asked to see the offered materials. That confirms an exchange occurred; it does not establish a sale or prove that the project reference caused the response.
For a similar list, a defensible selection rule would be to look for project-marketing businesses with identifiable multi-residential work, then choose a contact involved in those projects. The project supports why the company belongs on the list. The person’s responsibility determines the conversation you can reasonably open. This rule is an editorial recommendation drawn from the example, not a reconstruction of how the original list was assembled.
Real example: an industry label hid a different business model
A sector label can conceal a difference that matters to your offer. An insurance introduction in the reviewed records reached an advisory business serving older people and their families. The message accurately referenced the company’s independence and experience, but the recipient clarified that it did not operate residential aged-care facilities or retirement villages.
That distinction matters when the intended audience is facility operators. An adviser and an operator can both work in aged care while having different activities, responsibilities and reasons to consider an offer. The reply does not establish that the advisory business had no insurance needs. It shows why membership of the same sector is insufficient grounds for treating companies as the same audience.
A list intended for facility operators should require evidence that the company operates facilities. Advisers could belong in a separate audience if the sender has a relevant offer for them. Where the operating model remains unclear, hold the company for further research instead of turning an industry classification into an assumed fact.
4. Select contacts by responsibility, then check the relationship
Once a company fits, use team pages, professional profiles and available relationship records to identify the people connected to the relevant work. Record why each person belongs: direct responsibility, an evaluation role, authority or a potential introduction. Check whether they still work there, whether a colleague already owns the relationship and whether prior replies or requested timing should change the approach. Do not treat a valid email address as proof of suitability.
Selecting prospects requires deciding whether professional overlap is enough for the purpose of the outreach. Another property introduction referenced a LinkedIn post about decisions made early in projects. The retained research supported that detail, but the recipient explained that their work involved remediation, rectification and project management for owners corporations, rather than appointing strata or property managers. They also acknowledged advisory overlap and welcomed staying connected.
That person would need a different approach from someone directly responsible for appointing a strata manager. If the purpose was to meet potential buyers, their role weakened the case for inclusion. If the purpose was to build a professional network, the overlap could still justify contact. The records do not establish the original list builder’s intent, so the example should not be presented as a proven targeting failure.
The practical distinction is between selecting someone for a direct offer and selecting them for a relevant relationship. Record that reason before writing. Otherwise, a real detail from a LinkedIn post can make an introduction feel personal while leaving its business purpose unresolved.
5. Review a small batch before starting outreach
Review a batch small enough that someone who understands the offer can inspect every inclusion decision. Sample the underlying sources, check the contact’s role and explain any exclusions. If reviewers cannot apply the ICP consistently, clarify the rule before expanding the list. There is no evidence from these cases for an optimal batch size.
A short selection record makes the reasoning behind a list reviewable. It should connect the company’s work, the contact’s role and the purpose of the approach. The worksheet below is an illustrative process for your team, not a scoring model validated against Lineer outcomes.
| Selection decision | Evidence to look for | What to do with it |
|---|---|---|
| What relationship are we seeking? | Direct buying conversation, referral relationship or professional networking | Keep the purpose explicit when selecting contacts |
| Does the company do the relevant work? | Named projects, operating locations, services or an explanation of its business model | Include, exclude or hold for research against your actual audience rule |
| Why this person? | Responsibility for the work, influence over the decision or a relevant advisory role | Match the approach to that role; do not assume a title proves authority |
| What relationship already exists? | Known introductions, replies, requested timing or declines | Check with the owner before starting new outreach |
| What could we usefully ask? | A request this person can reasonably consider | Change the request or reconsider the contact if the connection is weak |
An unresolved fact should remain visible as an unresolved fact. A company known not to perform the required work can be excluded from that audience. A company whose website does not settle the question needs research. Combining those two situations into a single score hides the difference between evidence against inclusion and an absence of evidence.
6. Write the approach from the reason for selection
A relevant first email follows from a clear reason for choosing the recipient. It can leave a responsibility open for confirmation without inventing a need. It should not make every recipient perform the account research that the sender could have completed beforehand.
The fictional example below assumes a source confirms that the company operates field technicians and that the sender genuinely provides dispatch software. It shows how a selected account can receive a question that leaves the contact’s responsibility open. It is an editorial example, not a customer message or a tested template.
Email anatomy
Ask about responsibility after checking account fit
Select a marked passage to see its purpose.
Hi [First name],
[Your name] [Company] [Sender details]
Evidence boundary Fictional editorial example informed by reviewed role/fit corrections. Not a tested template. Verify the account fact and your product capability before adapting.
This approach would not fit an equipment retailer with no field-service operation, or a contact who had already declined. Those are reasons to reconsider the selection, rather than search for more persuasive wording. The first-touch email guide covers message structure once the reason to contact someone is established.
7. Use replies to refine the ICP and contact rules
Record the reason for each meaningful reply against the assumptions in your list. Separate a business-model mismatch from the wrong contact, unsuitable timing, an existing supplier or a lack of interest. These observations answer different questions; they should not all trigger the same change to your ICP.
A reply can reveal a distinction that your selection process missed. If a business explains that it advises operators rather than operating facilities, update that understanding and check whether similar companies entered the same audience. The useful lesson is the business distinction, not a blanket judgment that a whole sector is unsuitable.
Lambros Photios, Lineer’s founder, recommends handing genuine human replies to a person regardless of whether they are positive or negative. That gives someone responsibility for acknowledging a correction and deciding whether a different relationship is worth pursuing. An automated pitch should not continue through that human response. The AI CRM use-cases guide documents a verified handoff example.
The purpose of this process is to make the reason for each contact clear enough to inspect. These cases do not measure an improvement in replies or revenue. If you test a revised audience rule, define the eligible group and observation window, then distinguish replies from qualified conversations and commercial outcomes.
Sources and method
The examples come from retained Lineer research results, agent actions, sent copies and replies reviewed through read-only database queries on November 10, 2026. They were selected from an earlier October outreach review and are not a representative sample or a verified cold-only cohort. Contact outside the retained records cannot be ruled out. The data supports what was researched, sent and received; it does not establish the original intent behind every audience selection.
Current campaign instructions distinguish relevant personas and require verifiable research, but their update timestamps postdate the conversations. They cannot establish the exact historical prompt. Approval timestamps do not establish what a reviewer edited. Founder handoff guidance was supplied on November 11. Customer identities and private messages are omitted, and the annotated email is fictional. Lineer operates the platform discussed and has a commercial interest in its use.
The separate prospect research study examines research activity and reply patterns. This guide addresses who to approach and why. For configuring the work after selecting an audience, explore Lineer’s agents.
