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How to evict a tenant without rental agreement
Confirm that you have no written lease.
Make sure that you didn't execute a written lease but forget about it. Most state laws provide greater protection to tenants who have rental agreements.
Check your emails also to see that you didn't create a rental agreement through email. An agreement can be informal; it does not need to be an extensive written lease.