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Prescreen house cleaner applicants with a WhatsApp chatbot so only qualified candidates get an interview
Dallas Sunrise Maids, a family-owned house cleaning company in Plano, Texas (founded by Kent Davis and Emily Sousa), on its own blog
To attract applicants, the company built a profile of its ideal candidate (with an outside Python expert), used AnswerThePublic's free tool to find 10 to 15 topics, and fed them into a series of ChatGPT prompts tied to its Facebook and Instagram channels to automate recruiting posts; a programmer set that up with Activepieces. To handle the flood of applicants, it set up a WhatsApp chatbot that prescreens candidates, and only qualified candidates are contacted and invited to an interview.
ChatGPT Free $0; Go $8/mo; Plus $20/mo; the WhatsApp chatbot and Activepieces setup aren't priced here
Medium · or we do it from $149/mo
ChatGPT, WhatsApp, Activepieces, AnswerThePublic
The problem
Good house cleaners are hard to find, and once its recruiting posts worked the company was inundated with inquiries and screening them was inefficient.
What happened
No figures are given. Booking the interviews automatically (for example with Calendly) is described as a future step, not something in place. Company-told.
Quoted in the source: Dallas Sunrise Maids (post by Sandra Moreno, sales and marketing lead). Source: Dallas Sunrise Maids blog: How Our Plano House Cleaning Business Is Using AI (2023-11-13) · Added 2026-10-19.
How to set it up yourself
- What Dallas Sunrise Maids does: ChatGPT-written recruiting posts go out on Facebook and Instagram, and a WhatsApp chatbot asks applicants the screening questions so only qualified ones are invited to interview.
- Write down your must-haves before anything else: work authorization, transportation, availability, experience, background check consent, and the area you hire in.
- Use the prompt below to turn them into 6 to 8 short screening questions with a pass rule, and load those into the chatbot or form tool you already use.
- Read the first 20 conversations yourself, make sure no one is screened out on something you didn't intend, and invite the qualified ones to a group or one-on-one interview.
Copy-paste prompt
Write 6 to 8 short screening questions, in English and {SECOND LANGUAGE}, that a chatbot can ask people applying to be house cleaners at {COMPANY NAME} in {AREA}. Our must-haves: {MUST-HAVES, e.g. reliable transportation, weekday availability, OK with a background check}. For each question give the answer that qualifies. Don't ask about age, family, religion, health or anything else that is illegal to screen on. End with a friendly message for qualified applicants inviting them to {NEXT STEP} and a polite one for everyone else.One short email a day: 3 new AI use cases from real small businesses, each with its source and setup steps, plus a Tool of the Day. Free, no spam, unsubscribe anytime.
Tools used
ChatGPT
General AI assistant for writing, research, brainstorming and analysis.
From Free $0; Go $8/mo; Plus $20/mo; Pro $100/mo (checked 2026-10-17)
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Checked prices: ChatGPT: from Free $0; Go $8/mo; Plus $20/mo; Pro $100/mo (verified 2026-10-17)
Rather not do it yourself?
We'll set this up in your tools, in your voice, tested. $149/mo with setup included (6-month minimum), or $497 pay-once. Satisfaction guarantee: we'll fix it until it works. Pay-once setups: or we refund your setup fee. $149/mo plan: cancel in the first 30 days and we refund your first month. Terms. We reply within 1 business day.
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