Use-case guide
Best tools for automating prospecting
Automate list building, enrichment, sequencing, and routing while preserving review points where mistakes become expensive.
Shortlist size
5
Reviewed options, connected to full verdicts and current pricing notes.
The shortlist
Start with fit, then price.
Sales Automation
Clay
Best when you need a flexible GTM workbench and have someone accountable for data quality.
- From
- $167/mo
- Setup
- Advanced
Best for
GTM engineers
Email Finders
Apollo
Best when you want the finder, database, and outbound plumbing in one account.
- From
- $49/user/mo
- Setup
- Intermediate
Best for
All-in-one sales teams
LinkedIn Automation
PhantomBuster
Best for technical growth operators who need extraction workflows, not a plug-and-play SDR system.
- From
- $56/mo
- Setup
- Advanced
Best for
Growth engineers
Cold Email
Smartlead
The stronger pick for operators who care about inbox control and client scale.
- From
- $39/mo
- Setup
- Intermediate
Best for
Agencies
LinkedIn Automation
Expandi
Best for teams that need power-user LinkedIn outreach and accept the platform-risk tradeoff.
- From
- $99/mo
- Setup
- Intermediate
Best for
LinkedIn-first agencies
Buying criteria
What makes the cut.
The shortlist is intentionally smaller than the market. A tool belongs here only when its reviewed workflow overlaps the decision on this page.
- 1
Workflow fit
The tool has to solve the named job in a real outbound workflow, not merely mention it on a feature page.
- 2
Operator cost
We weigh setup, maintenance, credits, seats, and handoffs alongside the headline subscription price.
- 3
Evidence quality
Pricing and product claims come from the reviewed records and carry visible caveats when evidence is incomplete.
Side-by-side
The decision table.
| Tool | Score | Starting price | Best fit | Watchout |
|---|---|---|---|---|
| Clay | 8.1/10 | $167/mo | GTM engineers | Actions/Data Credits can get expensive |
| Apollo | 7.9/10 | $49/user/mo | All-in-one sales teams | Credit and fair-use limits need ownership |
| PhantomBuster | 7.4/10 | $56/mo | Growth engineers | LinkedIn extraction/outreach automation needs platform and authorization caveats |
| Smartlead | 8.4/10 | $39/mo | Agencies | The headline plan is not total operating cost: verification, sending infrastructure, deliverability, whitelabel, and extra workspaces can add to the bill |
| Expandi | 7.4/10 | $99/mo | LinkedIn-first agencies | LinkedIn automation and limit-bypass positioning creates account risk |
Keep exploring
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