Find prospects that match your best customers — based on company attributes, buyer behaviors, and use-case patterns — so you can replicate your sales wins. Trigger on: find more like this customer, lookalike prospecting, customer clone, high-value customers, replicate success, similar deals, customer segmentation.
Stop hunting blindly. Identify your best customers (highest LTV, fastest growth, lowest churn) and reverse-engineer why they won. Then find prospects that match their profile. This skill analyzes your best customer conversations — what they were doing before, what triggered them to buy, what pain they had, how they decide — and identifies the specific attributes (company size, industry, growth stage, buying behaviors, use-case needs) that predict success. Then it searches for prospects matching that profile so you focus sales effort on the highest-probability deals. Works from Harmony customer conversations, deal data, and CRM records.
Ask the user:
If conversation data exists, pull transcripts. Extract:
If only CRM data exists, extract:
Group them by patterns:
Firmographic patterns:
Behavioral patterns:
Use-case patterns:
Value patterns:
What do your best customers have in common that your average or low-value customers don't?
Don't just list attributes. Identify the intersection:
Example: Your top 10 customers are all:
This is different from "any customer in SaaS" — it's the specific intersection that predicts success for you.
What characteristics predict low value or churn?
Using the winning profile, identify prospect sources and search criteria:
Firmographic search:
Behavioral signals to look for:
Outreach strategy:
# Lookalike Customer Finder — Your Winning Profile
_Analyzed: [date] · Best customers studied: [count] · Lookalike prospect estimate: [count in market]_
## Your Best Customers (The Cohort)
| Company | Industry | Size | Deal Size | Year 1 ARR | Retention | Key Signal |
|---------|----------|------|-----------|-----------|-----------|------------|
| [co] | [vert] | [size] | [deal] | [arr] | [churn rate] | [what makes them great] |
## What They Have In Common — The Winning Profile
### Firmographics
- **Company size:** [range] employees
- **Industries:** [list — be specific]
- **Growth stage:** [stage]
- **Geography:** [regions]
- **Annual revenue range:** [estimate]
### Behaviors That Predict Success
- **How they find us:** [discovery channel]
- **Evaluation style:** [timeline, committee-driven, POC length]
- **Buying trigger:** [what prompted them to search]
- **Deal-breaker absence:** [what they didn't have that stops others]
- **Champion characteristics:** [seniority, department, style]
### Use-Case Patterns
| Use Case | What They Solve | Time to Value | Expansion Pattern |
|----------|----------------|----|---------|
| [Job 1] | [Pain → Solution] | [days/weeks] | [how they expand] |
### Voice of Customer — Why They're Winning
> "[Quote from best customer about their pain]" — [Role, Company]
> "[Quote about what made them decide to buy]" — [Role, Company]
> "[Quote about value they see today]" — [Role, Company]
_Source: [Harmony conversation data]_
## Disqualification Criteria
**Do NOT pursue if:**
- [Red flag 1 — e.g., bootstrapped with no funding]
- [Red flag 2 — e.g., fewer than 30 employees]
- [Red flag 3 — e.g., in horizontal software (not vertical)]
- [Red flag 4 — e.g., already signed with competitor]
## Lookalike Prospect Profile
**Company size:** [range]
**Industries to target:** [list with rationale for each]
**Growth stage:** [stage]
**Key hiring indicators:** [what job titles they're hiring for signals pain]
**Recent signals:** [funding, expansion, leadership changes]
## Where to Find Lookalikes
### Search channels
- **LinkedIn search:** [Specific search syntax with company size, industry filters]
- **Industry databases:** [G2, PitchBook, Crunchbase filters]
- **Referral source:** [Ask your top customers who else they know in their space]
- **Community:** [Slack communities, industry associations, events where these customers congregate]
### Outreach strategy for this profile
- **Why they'd care:** [What's the pain point or trigger for this profile right now?]
- **Credibility hook:** [How do you reference your best customers' wins without naming them?]
- **Timing:** [When is this profile most receptive to reaching out?]
- **Warm intro approach:** [Can your best customers refer similar companies?]
## Estimated Prospect Universe
| Filter | Count | Notes |
|--------|-------|-------|
| Base universe (all companies in your verticals, in your size range) | [X] | Using standard business databases |
| With recent funding or revenue milestone | [Y] | Suggests budget, urgency |
| With hiring in relevant department | [Z] | Suggests pain, scaling |
| **Estimated qualified prospects** | **[Z × 0.3]** | Conservative: 30% of base |
---
**Now what?** Build your target list using these search filters. Verify 10–20 prospect companies against the winning profile (do they pass all criteria?). Arm your SDRs with this profile and the credibility hooks. Ask your best customers for referrals into similar companies. Set a goal to test this profile on your next 50 outbound touches.
User: "We're a project management platform for creative agencies. Our best customers are small agencies (15–40 people) in the creative/design space. I want to find more like them. Let me check our CRM and pull some of their conversations from Harmony."
Output:
# Lookalike Customer Finder — FlowPM's Winning Profile
_Analyzed: 2026-03-05 · Best customers studied: 9 (high-retention segment) · Lookalike prospect estimate: 2,400+ qualified prospects in North America_
## Your Best Customers (The Cohort)
| Company | Industry | Size | Deal Size | Year 1 ARR | Retention | Key Signal |
|---------|----------|------|-----------|-----------|-----------|------------|
| BrightPath | Design Agency | 28 | $200/mo | $2,400 | 100% (6 months) | Early expansion to 3 seats |
| Kite Studio | Dev Agency | 22 | $180/mo | $2,160 | 100% (8 months) | Referring other agencies |
| Ember Creative | Full-service Agency | 35 | $240/mo | $2,880 | 100% (4 months) | Upgrading to annual plan |
| Canvas Lab | UX/Design | 18 | $150/mo | $1,800 | 100% (5 months) | Active daily user adoption |
| Vertex Agency | Digital Services | 32 | $220/mo | $2,640 | 100% (7 months) | Highest NPS (72) |
## What They Have In Common — The Winning Profile
### Firmographics
- **Company size:** 15–40 employees (sweet spot; larger agencies don't fit, smaller don't have process pain)
- **Industries:** Creative agencies (design, development, full-service, UX, content). NOT marketing agencies or dev shops doing software engineering.
- **Growth stage:** Established, profitable, 3+ years old
- **Geography:** US, UK, Australia (English-speaking, Western agency markets)
- **Annual revenue range:** $1M–$8M (confirms they can afford $150–$250/month)
### Behaviors That Predict Success
- **How they find us:** Word-of-mouth from peer agencies (9/9 came through referral, not paid ads or SEO)
- **Evaluation style:** Fast decision (5–14 days from first call to contract); single or dual decision-maker (ops lead + founder)
- **Buying trigger:** Hit a wall scaling (won 2–3 new clients; old tools broke; hire new ops person who refused spreadsheets)
- **Deal-breaker absence:** None of these customers had internal tools built already or committed to Asana/Monday (which eliminated them before conversation)
- **Champion characteristics:** Head of Operations or Project Director (mid-level, ops-focused, not founder or exec)
### Use-Case Patterns
| Use Case | What They Solve | Time to Value | Expansion Pattern |
|----------|----------------|----|---------|
| Real-time cross-project visibility | Replace spreadsheet dashboards; see all 8–15 client projects in one view | 3–5 days (live after onboarding) | Add 2nd–3rd PM seat within 6 months; move from monthly to annual plan |
| Resource conflict prevention | Avoid double-booking; prevent burnout; catch overallocation before it cascades | 1–2 weeks (after team gets habits) | Higher retention; lower churn risk |
| Client reporting automation | Replace manual copy-paste; send status updates from one dashboard | 2–3 weeks (after templating) | Perceived as "professional" by their clients; enables account growth |
### Voice of Customer — Why They're Winning
> "We were running 12 projects on a mix of Asana, spreadsheets, and Slack. Nobody knew the real status of anything." — Head of Ops, BrightPath
> "I tried Monday.com for 6 months. It's built for internal teams, not agencies juggling 15 clients." — Project Director, Kite Studio
> "The moment I could show our founder a single dashboard with every project's health, she stopped coming to my desk three times a day." — COO, Ember Creative
_Source: Customer interviews, Jan–Feb 2026 in Harmony_
## Disqualification Criteria
**Do NOT pursue if:**
- Fewer than 12 employees (won't have the process pain yet)
- Larger than 75 people (need enterprise features, different needs)
- Software development shops / consultancies (sprint-based, need Jira, not our templates)
- Marketing agencies (campaign-driven workflows, very different structure)
- Solo freelancers / fractional teams (need simpler, lighter tools)
- Already locked into Asana, Monday, or Basecamp long-term (switching cost too high)
- Not ops-driven culture (founder control everything, no documented processes)
## Lookalike Prospect Profile
**Company size:** 15–40 employees
**Industries to target:** Creative agencies (design, development, full-service, UX), including boutique digital marketing agencies that manage client projects. NOT marketing media buying agencies or software dev shops.
**Growth stage:** Established, 3+ years old, $1M–$8M revenue (not startups)
**Key hiring indicators:** Hiring "Project Manager," "Operations Manager," "Business Operations" = pain signal (they're trying to professionalize)
**Recent signals:** Won 2+ new clients in 90 days, hired new ops/PM lead, expanding into new service lines
## Where to Find Lookalikes
### Search channels
- **LinkedIn search:** Use these filters:
- Industry: "Design Agencies," "Development," "Full-Service Agencies," "Creative Services"
- Company size: 15–50 employees
- Location: US, UK, Australia
- Keywords in company description: "agency," "boutique," "creative," "studio"
- Staff growth: Recently hired Project Manager, Operations Manager, or PM role
- **Industry databases:**
- Crunchbase: Filter by industry (Creative Agencies), size (15–50), location
- PitchBook: Agency directory; filter by size and service offering
- Google Maps: Search "Design Agency near [city]" + LinkedIn search each
- **Referral source:** Ask BrightPath, Kite Studio, Ember Creative "Who else in your network has the same scaling problem you had?" They know 10+ similar agencies.
- **Community:**
- Agency Slack communities (AppWorks, Agency.com, local groups)
- Industry events (AIGA (graphic designers), interaction design conferences)
- Alumni networks (many agencies are founded by alums of same schools)
- Peer communities (Agencies of the world, Founder's Institute)
### Outreach strategy for this profile
- **Why they'd care:** Agencies growing fast hit a process wall at 15–30 people. Project visibility and resource management become critical. They're frustrated with tools built for in-house teams.
- **Credibility hook:** "We specialize in creative agencies specifically — we have case studies from [type of agency] who went from managing projects in spreadsheets to dashboard visibility."
- **Timing:** Best time is right after they hire a new ops/PM person (that person is actively looking for solutions). Also right after they win a big new client (expansion pain).
- **Warm intro approach:** "I work with agencies like BrightPath and Kite. They referred me to you — said you might be experiencing the same scaling challenges they did."
## Estimated Prospect Universe
| Filter | Count | Notes |
|--------|-------|-------|
| Base universe (creative agencies, 15–50 employees, US/UK/AU) | 4,200 | Per business database estimates |
| With recent PM/Ops hiring or growth signals | 1,900 | 45% of base; indicates active pain/scaling |
| With funding or revenue growth <12 months | 950 | 22% of base; suggests budget |
| **Estimated qualified prospects** | **950** | Realistically, you can target all of these |
**Reality check:** Your team can realistically outreach to 50–100 of these per month. At 15% conversion, that's 7–15 new customers/month if you execute well.
---
**Now what?**
1. Export the 950 qualified prospects from LinkedIn (or buy the list from a provider)
2. Verify 20 of them manually against the winning profile
3. Build your SDR outbound sequence around the credibility hook: "You're like [best customer] — here's why we built this for agencies like yours"
4. Ask BrightPath and Kite Studio for warm intros into 5 agencies each
5. Set a goal: "Close 10 agencies matching this profile this quarter"