Recruiting · Do this yourself

AI summarizes applications and drafts screening questions for recruiters.

In short: an AI-agent-run business you oversee about an hour a week. Tools cost $30–$62/mo, agent setup is intermediate, and our estimate is 20 users × $19 = $380/mo.

How it makes money: Charge recruiters $19/mo to summarize applications and draft screening questions.

Agent setup: Intermediate · Connects several tools (Lovable) with payments and simple data. How we rate this

On X, 538 posts matched our search for this idea in the 7 days to 2026-10-18.

🔥 538 posts this week · 32 likes

Who it’s for

Job seekers, recruiters and hiring managers.

Adapt it to your industry

  • Job seeker in any field: tailor your resume to each job post
  • Small business: write a clear job post and screening questions
  • Coach: help clients prepare for interviews

Step by step

  1. Copy the job post you want and your current resume.
  2. Open ChatGPT, Claude or Grok and paste the prompt below with both.
  3. Ask which keywords and skills from the job post are missing from your resume.
  4. Rewrite only with things that are true about you; never add fake experience.
  5. Save the resume as a simple PDF with no tables or images so screening software can read it.
  6. Ask the AI to run a mock interview for that job and give feedback.

Ready-to-copy prompt

Write a scoring rubric and 6 screening questions for this role: [paste job post].

Start with AI

Opens the AI with this guide and the prompt filled in.

Time
1–2 weekendsOur estimate

Your autonomous stack

Autonomy: The app tracks, reminds and drafts follow-ups for each user. Your part: Weekly: read feedback and support escalations (about 30 minutes).

Every layer an agent-run business needs, in order. Prices are public list prices, checked Oct 16, 2026.

  1. Agent (the brain): Grok Bot (agent + scheduled routines) (opens in new tab) (Included with The X Subscription Premium $30/mo (Super $100/mo for more usage; Plus $8 does not include Grok Bot)). Grok Bot runs the business day to day: writes, answers, decides small things and reports to you. Claude Code or Codex are alternatives.
  2. Build and hosting: Lovable (opens in new tab) (Free tier · Pro $25/mo), Carrd one-page site (opens in new tab) (Free tier · Pro Standard $19/yr (≈$1.58/mo, custom domain)). The product or service your customers use.
  3. Payments: Stripe payments (opens in new tab) (No monthly fee · 2.9% + 30¢ per card payment). Automatic checkout and receipts. Other options: PayPal Checkout (3.49% + 49¢) or Lemon Squeezy (5% + 50¢, handles sales tax).
  4. Customer acquisition: Buffer (scheduled X posts) (opens in new tab) (Free plan (3 channels, 10 queued posts each) · Essentials $5/mo per channel, billed yearly), beehiiv newsletter (opens in new tab) (Free up to 2,500 subscribers). Agent-written SEO pages, scheduled X posts and a weekly newsletter.
  5. Delivery: Grok Bot (agent + scheduled routines) (opens in new tab) (Included with The X Subscription Premium $30/mo (Super $100/mo for more usage; Plus $8 does not include Grok Bot)). A Grok Bot routine delivers the product or result as soon as someone pays.
  6. Support: Grok Bot (agent + scheduled routines) (opens in new tab) (Included with The X Subscription Premium $30/mo (Super $100/mo for more usage; Plus $8 does not include Grok Bot)). Grok Bot answers the support inbox; anything unclear is flagged for you.
  7. Monitoring and schedule: Grok Bot (agent + scheduled routines) (opens in new tab) (Included with The X Subscription Premium $30/mo (Super $100/mo for more usage; Plus $8 does not include Grok Bot)). Grok Bot scheduled routines run each day: send, check for failures, alert you if something breaks.
  8. Analytics: Google Analytics (opens in new tab) (Free). Tracks visits, signups and sales so the agent can report what works.
  9. Human checkpoint: Weekly: read feedback and support escalations (about 30 minutes).
  10. Price: charge $19 per user per month (monthly plan for job seekers). Offer the first 3 customers a founding price for honest feedback.
Monthly cost$30–$62/monthFree tiers → paid plans of the tools above. Card fees come out of each sale.
What you could earn · EstimateEstimate: 20 users × $19 = $380/moOur estimate, not a fact or a promise. It’s simple math if you land these customers at this price.
Details: source, numbers and tags

What they did

AI summarizes applications and drafts screening questions for recruiters. This is a pattern people are discussing on X right now; we grouped matching posts into one reusable idea. The posts below are examples, not endorsements.

How it went

On X, 538 posts matched our search for this idea in the 7 days to 2026-10-18. The 22 top matching posts we checked drew 32 likes, 11 reposts and 11 replies.

Worth knowing

Watch for bias; a human makes hiring decisions.

Difficulty
IntermediateOur rating
Time to build
Not reportedOur estimate
Monthly cost
Not reported
Revenue
Not reportedWe only show revenue the source states
Engagement
No public countThe source shows no number
X buzz
31.4 · 538 posts in 7 days32 likes, 11 reposts, 11 replies, 1 quotes on 22 top posts · fetched Oct 18, 2026 · query: (recruiters OR recruiting OR hiring) ("AI agent" OR "AI screening" OR "AI interview") -is:retweet lang:en

Original builder recipe

  • ChatGPT
  • Claude
  1. Pick one small, repeatable task.
  2. Paste the starter prompt into your AI tool and adapt it.
  3. Check every output before you rely on it.
  4. Repeat weekly and improve the prompt.

Tags

Read the original

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