Data sources
Config-dependent Record which connected source supports each output and whether its terms permit the intended use.
Research method
Clearbit separates a useful match from a plausible guess
Follow a traceable path from ICP criteria to a reviewed account record. This page compares operating methods, previews a sample output, records data behavior, and ends with a controlled installation run.
npx -y @okki-global/okki-go-taroballUse a small, representative cohort for the first test.
Checked 20 July 2026
Compare the operating model
This table evaluates methods, not unverifiable performance claims. “Unknown” means public evidence was not sufficient for a conclusion.
| Dimension | Agent-native research | Seat SaaS | Manual research |
|---|---|---|---|
| Setup path | Install in the working agent | Provision a separate workspace | Define a manual checklist |
| Task model | Natural-language brief with structured output | Saved filters and platform workflows | Analyst interpretation |
| Source disclosure | Requested per field and task | Varies by provider | Depends on analyst notes |
| Human review | Explicit gate before outreach | Configuration-dependent | Inherent but inconsistent |
| Export | Runtime and destination dependent | Plan and integration dependent | Spreadsheet or CRM entry |
| Cost model | Runtime and connected data costs | Often seat or credit based | Analyst time |
| Security disclosure | Inspect package and connected permissions | Review vendor documentation | Review local handling process |
Sample—not a customer record
Read the result from task to evidence
SAMPLE
Candidate account
Northstar Systems
Identity: unresolved sample
Fit: provisional
- Industry criterion: appears aligned
- Hiring signal: requires recency check
- Buying role: RevOps leader to verify
Data behavior ledger
Questions to answer before connecting a source
API keys
Verified practice Store credentials in environment secrets; never include them in prompts or export files.
Runtime behavior
Inspect locally Review package output, requested permissions, and network connections in your environment.
Retention and deletion
Config-dependent Document destination retention, access controls, and deletion steps before production use.
Controlled first run
Install with a test plan already written
- 01
Copy
npx -y @okki-global/okki-go-taroballThe clipboard state is the only success signal at this stage.
- 02
Run
Execute in a supported terminal and inspect package prompts.
- 03
Configure
Connect the minimum source permissions required for your trial.
- 04
First result
Audit identity, freshness, provenance, and exclusions on a small sample.