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Get Started Free →Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.
.claude/skills/aiskillstore-lead-research-assistant/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 62% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 41% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 79% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 73% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 111% | 0% |
This skill helps you identify and qualify potential leads for your business by analyzing your product/service, understanding your ideal customer profile, and providing actionable outreach strategies.
Simply describe your product/service and what you're looking for:
I'm building [product description]. Find me 10 companies in [location/industry]
that would be good leads for this.For even better results, run this from your product's source code directory:
Look at what I'm building in this repository and identify the top 10 companies
in [location/industry] that would benefit from this product.For more targeted research:
My product: [description]
Ideal customer profile:
- Industry: [industry]
- Company size: [size range]
- Location: [location]
- Current pain points: [pain points]
- Technologies they use: [tech stack]
Find me 20 qualified leads with contact strategies for each.When a user requests lead research:
For each lead, provide:
Present results in a clear, scannable format:
markdown # Lead Research Results
## Summary
---
## Lead 1: Company Name]
Website: URL] Priority Score: X/10] Industry: Industry] Size: Employee count/revenue range]
Why They're a Good Fit: 2-3 specific reasons based on their business]
Target Decision Maker: Role/Title] LinkedIn: URL if available]
Value Proposition for Them: Specific benefit for this company]
Outreach Strategy: Personalized approach - mention specific pain points, recent company news, or relevant context]
Conversation Starters:
---
Repeat for each lead]
User: "I'm building a tool that masks sensitive data in AI coding assistant queries. Find potential leads."
Output: Creates a prioritized list of companies that:
User: "I run a consulting practice for remote team productivity. Find me 10 companies in the Bay Area that recently went remote."
Output: Identifies companies that:
references/RESEARCH_REPORT.template.md - Research report template with key findings, evidence, and recommendationsreferences/COMPETITIVE_ANALYSIS.template.md - Competitive analysis template with market overview, competitor profiles, and SWOT| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 23,760 | 25,496 | +7% | 1 | 1 | 0% | 3,515 | 5,681 | +62% | 0 | 0 | — |
case-02 | fail→pass | 28,788 | 29,748 | +3% | 1 | 1 | 0% | 4,499 | 6,351 | +41% | 0 | 0 | — |
case-03 | fail→fail | 25,991 | 25,139 | -3% | 1 | 1 | 0% | 4,019 | 5,438 | +35% | 0 | 0 | — |
case-04 | pass→pass | 16,277 | 14,701 | -10% | 1 | 1 | 0% | 2,531 | 3,752 | +48% | 0 | 0 | — |
case-05 | pass→pass | 19,477 | 21,175 | +9% | 1 | 1 | 0% | 3,209 | 5,299 | +65% | 0 | 0 | — |
case-06 | pass→pass | 19,595 | 20,846 | +6% | 1 | 1 | 0% | 2,868 | 4,586 | +60% | 0 | 0 | — |
case-07 | fail→pass | 16,630 | 20,539 | +24% | 1 | 1 | 0% | 2,631 | 4,710 | +79% | 0 | 0 | — |
case-08 | fail→pass | 18,450 | 20,364 | +10% | 1 | 1 | 0% | 2,676 | 4,642 | +73% | 0 | 0 | — |
case-09 | fail→fail | 19,927 | 26,877 | +35% | 1 | 1 | 0% | 3,186 | 5,906 | +85% | 0 | 0 | — |
case-10 | fail→pass | 18,330 | 31,005 | +69% | 1 | 1 | 0% | 2,709 | 5,714 | +111% | 0 | 0 | — |
case-11 | fail→pass | 16,415 | 23,731 | +45% | 1 | 1 | 0% | 2,411 | 5,295 | +120% | 0 | 0 | — |
case-12 | fail→fail | 16,512 | 19,092 | +16% | 1 | 1 | 0% | 2,639 | 4,494 | +70% | 0 | 0 | — |
case-13 | fail→pass | 16,332 | 20,319 | +24% | 1 | 1 | 0% | 2,400 | 4,768 | +99% | 0 | 0 | — |
case-14 | fail→pass | 17,779 | 26,748 | +50% | 1 | 1 | 0% | 2,829 | 5,678 | +101% | 0 | 0 | — |
case-15 | fail→fail | 12,612 | 23,737 | +88% | 1 | 1 | 0% | 2,096 | 4,520 | +116% | 0 | 0 | — |
case-16 | fail→pass | 18,531 | 22,852 | +23% | 1 | 1 | 0% | 2,879 | 5,161 | +79% | 0 | 0 | — |
case-17 | fail→fail | 21,259 | 27,795 | +31% | 1 | 1 | 0% | 3,134 | 5,758 | +84% | 0 | 0 | — |
case-18 | fail→pass | 15,402 | 20,020 | +30% | 1 | 1 | 0% | 2,371 | 4,796 | +102% | 0 | 0 | — |
case-19 | fail→pass | 21,541 | 30,089 | +40% | 1 | 1 | 0% | 3,193 | 5,202 | +63% | 0 | 0 | — |
case-20 | fail→pass | 18,588 | 22,202 | +19% | 1 | 1 | 0% | 3,238 | 5,160 | +59% | 0 | 0 | — |
case-21 | fail→pass | 16,979 | 33,575 | +98% | 1 | 1 | 0% | 2,685 | 6,144 | +129% | 0 | 0 | — |
case-22 | fail→fail | 20,472 | 22,928 | +12% | 1 | 1 | 0% | 3,001 | 5,140 | +71% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +59 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.