Startup idea: Caregiver Marketplace With Reliability Scores
Home-care coordinators spend huge amounts of time finding a caregiver and confirming a shift, then the caregiver doesn't show and the search starts over.
Get the PRD prompt, $9.99 Market: $936K in 3 years
r/CaregiverSupport · Sep 14, 2026 – Oct 14, 2026 · 46 upvotes
It's getting so hard to find caregivers who are
Read the thread · 49 comments
Caregiver Marketplace With Reliability Scores is a startup idea for home-care agencies and family caregivers. Home-care coordinators spend huge amounts of time finding a caregiver and confirming a shift, then the caregiver doesn't show and the search starts over. A thread in r/CaregiverSupport drew 46 upvotes and 49 comments between Sep 14, 2026 – Oct 14, 2026. People get by with Care.com and Home care agencies, and that still leaves this job open. Hotness is 3.35, Warm. Strong pain. Clear willingness to pay. The thread drew 46 upvotes and 49 comments. Gaps in existing tools. Needs integrations or data deals. A first version is a hard build, about 5+ weeks, priced as a fee on each transaction and charged as a commission on each match. 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
Home-care agencies and family caregivers.
- Home-care agencies
- Family caregivers
- B2B
- United States
- r/CaregiverSupport
What people use now
2 options, and the gap between them.
Care.com
Home care agencies
Real gaps in the existing tools.
Caregiver Marketplace With Reliability Scores is built for the part these leave undone.
A way through
A caregiver marketplace with a verified reliability score (actual attendance history) plus penalties and bonuses tied to confirmed presence.
MVP scope
The first version, in 6 weeks.
- 00 Goal
The one job
Hire home caregivers ranked by verified show-up history, not just star reviews.
- 01 Weeks 1–2
The core
Build a caregiver marketplace with a verified reliability score from actual attendance history.
- 02 Weeks 3–4
The follow-through
Tie penalties and bonuses to confirmed presence.
- 03 Weeks 5–6
How it ships
As a marketplace that opens with a small, hand-checked set of providers. No AI is needed for the first version.
- — Not in v1
Left out on purpose
Replacing Care.com. Version one does the one job above and stops there.
How it could charge
The business model, at a glance.
- Price
- Per transaction
- Buyer
- CompaniesA business with a budget pays
- Region
- United States
Hotness
Why it scores 3.35.
Strong pain. Clear willingness to pay. The thread drew 46 upvotes and 49 comments. Gaps in existing tools. Needs integrations or data deals.
46 upvotes 49 comments r/CaregiverSupport 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 Caregiver Marketplace With Reliability Scores: real customer counts × a realistic price. Not a forecast.
$62.4M a year
26,000 agencies · US non-medical home care agencies
$31.2M a year
13,000 agencies · agencies already hiring online
$936K a year
390 agencies · 3% of the reachable segment in three years
What that means
390 agencies at $200/mo = $936K ARR
Medium confidenceHow we estimated this
- Base: 26,000 US non-medical home care agencies.
- Has the problem: 100% (every non-medical agency fills shifts).
- Revenue per agencie: $2,400 per year ($200/mo or the equivalent in commission).
- Reachable: 50% (agencies already hiring online).
- Three-year capture: 3% 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 Caregiver Marketplace With Reliability Scores 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: Caregiver Marketplace With Reliability Scores 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: Caregiver Marketplace With Reliability Scores One line: Hire home caregivers ranked by verified show-up history, not just star reviews. Shape: Marketplace AI stance: No AI needed Region for v1: United States Hotness (context only, not a requirement): 3.35 (warm). Strong pain; clear willingness to pay; thread engagement 46▲/49💬 (demand 2/5); gaps in existing tools; needs integrations or data deals. ## Problem Home-care coordinators spend huge amounts of time finding a caregiver and confirming a shift, then the caregiver doesn't show and the search starts over. Who feels it: Home-care agencies and family caregivers.
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 Caregiver Marketplace With Reliability Scores.
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 Care.com, Home care agencies. 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 6 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 home-care agencies and family caregivers. Charge a commission on each match, and test a price as a fee on each transaction. 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.
If you want the operating plan rather than the build document, it lives on the sister site. The business-plan version