Startup idea: Employment Data Exposure Checker
Someone with multiple jobs wants to know which verification databases (beyond The Work Number, which they froze) could expose their employment, and there's no single way to check.
Get the PRD prompt, $9.99 Market: $396K in 3 years
r/overemployed · Sep 14, 2026 – Oct 14, 2026 · 324 upvotes
Background check detected one of the Js despite
Read the thread · 89 comments
Employment Data Exposure Checker is a startup idea for people working more than one job, job seekers, and privacy-conscious people. Someone with multiple jobs wants to know which verification databases (beyond The Work Number, which they froze) could expose their employment, and there's no single way to check. A thread in r/overemployed drew 324 upvotes and 89 comments between Sep 14, 2026 – Oct 14, 2026. People get by with Manual data requests and The Work Number freeze, and that still leaves this job open. Hotness is 3.60, Hot. Real but moderate pain. Some willingness to pay. The thread drew 324 upvotes and 89 comments. No real solution exists. Needs integrations or data deals. A first version is a hard build, about 5+ weeks, priced under $10 a month and charged as a subscription. The pain, the source, the alternatives, the scope notes, and the questions on this page are free to read and free to build from. The agent starter prompt is the paid part. The first slice is on the page. One credit unlocks the rest, to paste into a coding agent, download as Markdown, or send as a private link.
Who has it
People working more than one job, job seekers and privacy-conscious people.
What people use now
2 options, and the gap between them.
Manual data requests
The Work Number freeze
No real solution exists yet.
Employment Data Exposure Checker is built for the part these leave undone.
A way through
A credit-monitoring-style service for employment: shows which major verification services (The Work Number, Equifax, industry aggregators) hold records on you and alerts on changes.
MVP scope
The first version, in 5 weeks.
- 00 Goal
The one job
Like credit monitoring, but for which employment-verification databases hold your job records.
- 01 Week 1
The core
Show which major verification services hold employment records on you: The Work Number, Equifax, industry aggregators.
- 02 Weeks 2–3
The follow-through
Alert on changes, like credit monitoring.
- 03 Weeks 4–5
How it ships
As a web app that opens in any browser, with nothing to install. No AI is needed for the first version.
- — Not in v1
Left out on purpose
Replacing manual data requests. Version one does the one job above and stops there.
How it could charge
The business model, at a glance.
- Model
- Subscription
- Price
- Under $10 a month
- Buyer
- PeopleAn individual or household pays
- Region
- United States
Hotness
Why it scores 3.60.
Real but moderate pain. Some willingness to pay. The thread drew 324 upvotes and 89 comments. No real solution exists. Needs integrations or data deals.
324 upvotes 89 comments r/overemployed Sep 14, 2026 – Oct 14, 2026 verified Oct 14, 2026 Thread ↗
Weights: pain 25%, willingness to pay 20%, demand 20%, gap 15%, ease 10%, recency 10%. Recency is recomputed every build. The source report’s 1–10 score is not shown.
Market size · estimate
How big this could get
A bottom-up estimate for Employment Data Exposure Checker: real customer counts × a realistic price. Not a forecast.
$198M a year
3.3M workers · 2% of employed people in the US
$39.6M a year
660,000 workers · US, online
$396K a year
6,600 workers · 1% of the reachable segment in three years
What that means
6,600 workers at $5/mo = $396K ARR
Low confidenceHow we estimated this
- Base: 163,000,000 employed people in the US.
- Has the problem: 2% (assume 2% worry about their employment data leaking).
- Revenue per worker: $60 per year ($5/mo).
- Reachable: 20% (US, online).
- Three-year capture: 1% of the reachable segment.
TAM = customers with the problem × revenue per customer. SAM = the part an early product can reach. SOM = a conservative three-year share of SAM. Bars use a log scale. Shares marked “assume” are our judgment, not measured.
Take it to a build
Build Employment Data Exposure Checker with an agent, or with us.
Agent starter prompt
$9.99 / 1 credit
A full PRD written for a coding agent: scope, data model, screens, edge cases, and the first week of tasks for this idea.
- Copy it straight into Claude Code, Cursor, or Codex.
- Download it as a .md file you keep.
- Send your bot a private link that refreshes every seven days.
# Agent starter prompt: Employment Data Exposure Checker You are a senior product engineer. Build only the product described in this document. If a detail is missing, choose the smallest option and write it down in the README. Do not invent a second product, a marketplace of marketplaces, or a growth hack. ## Product Name: Employment Data Exposure Checker One line: Like credit monitoring, but for which employment-verification databases hold your job records. Shape: Web app AI stance: No AI needed Region for v1: United States Hotness (context only, not a requirement): 3.60 (hot). Real but moderate pain; some willingness to pay; thread engagement 324▲/89💬 (demand 4/5); no real solution exists; needs integrations or data deals. ## Problem Someone with multiple jobs wants to know which verification databases (beyond The Work Number, which they froze) could expose their employment, and there's no single way to check. Who feels it: People working more than one job, job seekers, and privacy-conscious people.
The first slice is above. The rest unlocks for 1 credit and is never in this page’s HTML.
Credits work on both sites. On Business Ideas to Build the same credit unlocks the business plan and growth playbook for Employment Data Exposure Checker.
Or we build it
Your first version, shipped by our team.
A working product in your repo, built from this PRD. You own the code.
$1,000 scoping fee, credited toward the build.
Equity instead of cash is an application, not a checkout →Questions
Is this idea already taken?
People already use Manual data requests, The Work Number freeze. Those options do not do the job in the solution above. The idea is free to build. Nothing here is an exclusive claim.
How hard is a first version?
Hard. A tight MVP is about 5 weeks (5+ weeks), assuming the regulated or partner-gated parts are stubbed. The paid prompt turns that into tasks.
Who would pay, and how?
The audience is people working more than one job, job seekers, and privacy-conscious people. Charge a subscription, and test a price under $10 a month. Willingness to pay is one input to Hotness, not a promise that someone will buy.
Can I use the evidence?
Yes. Build the product. The thread title is a short excerpt with a link, not a quote we are putting in someone's mouth. Exact post dates and verbatim lines are added only after a manual check. Ideas are suggestions, not medical, legal, or financial advice.
A business write-up of this idea, with its market size, sits on the sister site. Draft the business plan