Freelancing & ConsultingSource date: April 25, 2025Last reviewed October 19, 2026

A single mom in Texas made nearly $8,000 in under three weeks rating chatbot answers after her real estate job

Amanda Overcash fits AI training work around a full-time job and parenting, and says it is real work, not easy money.

Subject: Amanda OvercashFreelance AI training and data work, paid by the hour across several platforms

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Case Overview & Background

Amanda Overcash works in real estate by day. At night and early in the morning she does AI training work from her kitchen table: reviewing chatbot answers, transcribing voice clips and rating social media ads for platforms that supply data to AI companies. On one chatbot evaluation project her rate rose from $22 to $40 an hour, and she earned nearly $8,000 in under three weeks.

How AI Is Used

The work itself is improving AI. On the big project she reviewed chatbot answers to medical, political and personal advice questions and flagged anything misleading or unsafe, usually with four to six minutes per review. Other projects involve transcribing casual voice memos and labeling content.

Step-by-Step Process

Step 01Get onto platforms

She passed literacy and guideline tests on several AI data platforms, which she says can take days and involve waitlists.

Step 02Take on projects

She picks up transcription, labeling, ad review and chatbot evaluation work, with pay depending on the project.

Step 03Keep quality high

Platforms audit contractors, and a failed audit can cost a day of work or a place on the project.

Step 04Set limits

After burning out, she stopped working weekends and fits two to eight hours around her job and daughter.

Customer Acquisition & Distribution

No marketing; she applies to and qualifies for projects on AI data platforms such as those named in the article.

Limitations, Risks & Failure Modes

What may not apply to you, and what could go wrong:

  • The $8,000 came from one demanding project with up to 16 hour days
  • Work is project based and can stop without notice
  • Audits are strict and failing one can remove you from a project
  • Juggling it with a full-time job led to burnout for her before

Key Takeaways

  • Chatbot evaluation projects tend to pay more than simple transcription or labeling
  • Passing platform tests is the real entry barrier
  • Clear boundaries help keep a second job sustainable

Sources

News PublicationApril 25, 2025

Business Insider: This Texas mom made $8,000 in 3 weeks training AI at her kitchen table

Note: Reported story by Effie Webb. States the nearly $8,000 in under three weeks, the $22 to $40 hourly rate, and that BI verified her pay slips.

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Case ID: cs-overcash-ai-training
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