Start With Qualification
Define industries, locations, roles, signals, and exclusions before collecting a large but unusable list.
Use Codex for free. Also for
Build a Qualified List From the Open Web
Give an agent your market and qualification rules, then let it research browser-accessible sources, normalize the results, and preserve where every record came from.
Use Codex for FREE in the Desktop app
No card required. Also for
Collect Better Leads With a Verifiable Research Trail
Research With a Browser
Navigate public sites and directories when the information is not available through an API or connector.
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Normalize and Deduplicate
Clean company names, roles, URLs, locations, and source fields into a consistent reviewable dataset.
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Keep Source Provenance
Attach the originating page and collection context so the team can verify, refresh, or remove a record.
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Compare Unstoppable to other leading orchestrators
| Capability | Unstoppable | ChatGPT | Claude Cowork |
|---|---|---|---|
| Switch AI providers for the best cost efficiency | |||
| Have ChatGPT and Claude collaborate on difficult tasks | |||
| Portable data and workflows without vendor lock-in | |||
| Price-competitive third-party models | |||
| Affiliate revenue share | 10% for 1 year | No public rate | No public rate |
| Integrated browser | |||
| Hand off work and get deliverables back | |||
| Connect all your tools | |||
| Cloud and local agents |
Comparison as of September 2026, based on each product’s publicly documented capabilities.
FAQs
What context does Unstoppable use for lead scraping?
You choose the files, workspaces, connected apps, and browser sessions available to the task. Sources and results stay attached so you can review how the agent reached its answer.
Can a person review the work before it moves forward?
Yes. Keep approvals at the steps that need judgment, then let the agent continue with the approved context instead of restarting the task.