← Idea market
Business31,530 searches / mo

Staff rota planning

Rotas that respect availability.

Opportunity score

6,355 / 10k

Worth a weekend. Demand is real, execution decides it.

Rank

#48

Gap

C

  • Demand

    69

    31,530 contestable searches a month across 25 related keywords.

  • Momentum

    40

    Last three months ran down 11.8% against the three before, seasonality smoothed out.

  • Competition gap

    33

    21 real products rank on page one for this, ad competition 0.56.

  • Crowd

    n/a

    Only 2 rankings so far, not counted until 5.

  • Willingness to pay

    100

    Advertisers pay $27.06 a click for this search — real budget chases this problem.

What this score is based on

evidence checked 9/30/2026

  • Search demand verified against Google Ads data
  • 12 months of search history
  • 25 related keywords clustered
  • No firsthand pain signals collected yet
  • 21 competitors analyzed from page-one results
  • 2 crowd rankings from builders

Search demand comes from Google Ads data via DataForSEO and refreshes daily. Competitors come from a live scan of page-one results. Crowd input comes from builders ranking ideas 1-2-3 on the market.

Keyword cluster

25 keywords · 31,530 searches a month combined

Demand counts the whole cluster: 31,530 searches a month across every relevant way people look for this problem. The intent label on each keyword tells you how close that searcher is to wanting software.

KeywordIntentSearchesCPCAd comp.
employee work scheduling softwarewants a tool14,800$73.810.06
wheniwork appwants a tool1,900$10.430.57
teamwork calendarunclear1,900$21.310.22
work schedule appwants a tool1,600$31.300.51
workplace scheduling appwants a tool1,600$31.300.51
work schedule applicationunclear1,600$31.300.51
shift work appwants a tool880$3.620.34
whentowork appwants a tool590$2.150.18
scheduling software for shift workwants a tool590$45.790.17
when2work appwants a tool590$2.150.18
make a work schedule online freewants a tool590$21.730.71
nurse work schedule appwants a tool480$26.560.32
work calendar appwants a tool390$17.510.65
work scheduling softwarewants a tool390$93.650.37
schedule apps for workwants a tool390$44.580.71
workplace scheduling softwarewants a tool390$93.650.37
calendar apps for workwants a tool390$17.510.65
job scheduler applicationunclear390$63.240.57
work out calendar appwants a tool390$2.000.35
free work schedule appwants a tool320$18.010.68
work shift calendarunclear320$9.110.37
best work schedule appwants a tool260$27.990.49
hours worked appwants a tool260$15.850.42
best work scheduling appswants a tool260$27.990.49
work out schedule appwants a tool260$15.800.28

CPC is what an advertiser pays Google for one click on that phrase — a rough price tag on how valuable the visitor is. Ad comp. runs 0 to 1 and is how full the ad auction is: near 1 means advertisers are fighting over it (money is there, but ranking is hard), near 0 means almost nobody bids.

Who has the problem

Managers struggle to create fair and accurate staff rotas because existing scheduling tools do not effectively integrate individual staff availability, leading to constant rescheduling and staff dissatisfaction. The effort to manually track and reconcile each employee's 'when to work' (590/mo) or 'when I work' (1,900/mo) preferences with shift requirements is time-consuming and error-prone.

Who experiences it
A manager creating work schedules for staff with varying availability.
When it happens
When trying to assign shifts to employees, only to find the chosen employee is unavailable due to prior commitments or requested time off.
How often
This recurs every time a new work schedule needs to be drafted, or an existing one modified, especially for businesses with high staff turnover or complex shift patterns.
What they do today
Using general 'employee work scheduling software' (14,800/mo) or 'work schedule apps' (1,600/mo) that lack robust features for easily tracking and integrating individual staff availability, leading to manual cross-referencing and rework.

Read off 25 search phrases, 10/1/2026.

Why now

Demand is cooling; build only if you have an angle the incumbents lack.

  • Searches are down 55% year over year

    2,841 a month twelve months ago → 1,273 now for "work schedule app".

  • Cooling 12% over the last quarter

    Last three months of searches against the three before them.

  • Peaks in October

    Demand swings 123% across the year, so ship roughly two months before October.

  • Advertisers pay $27.06 a click here

    Buying this intent instead of ranking for it would run roughly $255,961 a month — money is already chasing these searches.

  • 10 real products on page one

    Alongside 12 articles and reference pages, which is room a focused tool can take.

Search data

verified · dataforseo:us · refreshed 9/30/2026

Lead keyword
work schedule app
Cluster volume
31,530 / mo
across 25 related keywords; lead phrase is 1,600 / mo
CPC
$27.06
what an advertiser pays for one click here
Ad competition
0.56
0-1 scale: some advertisers bidding

Opportunity score 6,355 = 40% contestable search demand (31,530 a month across 25 keywords) + 25% how open the competition still is (21 products on page one) + 15% momentum (last three months vs the three before, capped so one bucketed month can't swing it) + 10% willingness to pay ($27.06 a click) + 10% crowd rankings (Elo 1515, 2 head-to-heads, weighted by how many votes exist). Anything we can't measure is dropped and the rest re-weighted, so a blank signal never counts as an average one. Search data refreshes daily from Google Ads via DataForSEO.

Monthly searches for "work schedule app"

2 votes · demand from dataforseo:us, updated 9/30/2026

2,841
Sep 25
1,567
Oct 25
1,273
Nov 25
1,273
Dec 25
1,567
Jan 26
1,273
Feb 26
1,861
Mar 26
1,567
Apr 26
1,567
May 26
1,567
Jun 26
1,567
Jul 26
1,273
Aug 26

Peak 2,841 · latest 1,273 · low 1,273 searches a month

Google reports monthly volume in fixed buckets (…27,100 · 33,100 · 40,500 · 49,500), so steady months land on the exact same number. Weekly data isn't published.

This chart tracks the single lead phrase. The demand score uses the whole cluster of 25 related phrases (31,530 searches a month), listed below.

Revenue potential

estimate, not a promise

Priced and converted as a prosumer subscription — the funnel below changes with that model, because a freemium consumer app and a B2B tool convert nothing alike.

MRR by month 12

$130 – $833

43–278 paying users · +5–30 new a month at 5% churn

Year-one run rate

$1,555 – $10,001

the month-12 number annualised — you earn less than this during the ramp

Price

$3/mo

same price as the business model below

24-month projection

log scale

Month 24 · hover to scrub

Slow build $155Good execution $1,081Breakout $18,232

The two solid lines are the range above: a slow build and good execution on a slice of this demand. The dashed line is the breakout — you become the default answer for this problem, take roughly a quarter of the intent, convert far better because people arrive already sold, and churn halves. That's the outcome worth chasing, and it's about $18,232 a month by month 24 (15,134 paying users). Most ideas land on the bottom line; the point of the chart is that the ceiling isn't the estimate.

How we got there

  • 31,530 cluster searches a month, 1.6x for app stores and word of mouth.
  • You reach 0.8-5.0% of that, scaled by ad competition 0.56.
  • 10% of visitors sign up, 12% of those pay. Trial-led: people arrive already shopping, so trial-to-paid runs high.
  • That wins 5-30 new subscribers a month. Stack 12 months of that against 5% monthly churn and you're holding 43-278 paying users by month 12.
  • Price $3/mo, taken from the business model below.

Who already builds this

10 real products · 12 articles, explainers and store pages · 6 read in depth · scanned daily on Google for "work schedule app"

10 real products own this search. Everything else on page one is a roundup, review post or explainer, listed separately below.

  • #3Whentowork

    Ranks #3 on Google for "employee work scheduling software".

    Strengths Offers a 30-day free trial without requiring a credit card or phone number. Features include one-click AutoFill, mobile apps for iOS and Android, and flexibility to suspend accounts for seasonal businesses.

    Weaknesses Specific pricing plans and monthly costs are not disclosed on the provided pages.

    ~190,746 organic visits a month (estimate)

    whentowork.com · from live Google results · verified Aug 18

    source page
  • #6Shiftboard

    Ranks #6 on Google for "employee work scheduling software".

    ~23,713 organic visits a month (estimate)

    shiftboard.com · from live Google results · verified Aug 18

    source page
  • #6Wheniwork

    Ranks #6 on Google for "work schedule app".

    Pricing Essentials $2.50/user/month; Pro $5/user/month; Premium $8/user/month

    Strengths Offers an all-in-one platform for scheduling, time tracking, and team messaging, designed specifically for hourly, shift-based workers across various industries. Provides auto-scheduling, labor forecasting, and multi-location management features.

    Weaknesses The provided text does not explicitly mention any weaknesses of the product or specific limitations beyond what is implied by the tiered pricing for more advanced features.

    ~232,110 organic visits a month (estimate)

    wheniwork.com · from live Google results · verified Aug 18

    source page
  • #8Adp

    Ranks #8 on Google for "employee work scheduling software".

    Strengths Offers comprehensive workforce management including labor forecasting, budgeting, attendance policy, and leave case management. Supports various business sizes and industries with robust features like real-time analytics for cost control and overtime management.

    Weaknesses The page does not provide specific pricing details or plan names for the employee scheduling software.

    ~13,331,898 organic visits a month (estimate)

    adp.com · from live Google results · verified Aug 18

    source page
  • #9Deputy

    Ranks #9 on Google for "employee work scheduling software".

    ~46,730 organic visits a month (estimate)

    deputy.com · from live Google results · verified Aug 18

  • #11Workschedule

    Ranks #11 on Google for "work schedule app".

    ~5,695 organic visits a month (estimate)

    workschedule.net · from live Google results · verified Aug 18

  • #13Joinhomebase

    Ranks #13 on Google for "employee work scheduling software".

    ~464,440 organic visits a month (estimate)

    joinhomebase.com · from live Google results · verified Aug 18

  • #14Zoho

    Ranks #14 on Google for "employee work scheduling software".

    ~1,223,038 organic visits a month (estimate)

    zoho.com · from live Google results · verified Aug 18

  • #17Sage

    Ranks #17 on Google for "employee work scheduling software".

    ~1,742,380 organic visits a month (estimate)

    sage.com · from live Google results · verified Aug 18

  • #18Workforce

    Ranks #18 on Google for "employee work scheduling software".

    ~341,395 organic visits a month (estimate)

    workforce.com · from live Google results · verified Aug 18

Also ranking, but not products (12)

Roundups, review posts, explainers and store pages. They compete for the search, not for the job — they don't count against the competition gap.

Likely business model

willingness to pay 72/100

Prosumer subscription

People are actively shopping for a tool here, so charge from day one.

How rivals make money 4 competitors read: 2 on subscriptions, 0 one-time, 0 free. Plans seen: Essentials $2.50/user/month; Pro $5/user/month; Premium $8/user/month

Price to test · from real competitor pricing

$2–$4/mo

Median of 1 competitor pricing page we could read ($3/mo), widened either side.

What to charge for

Trial then subscribe. This crowd is already comparing paid tools, so ask for the card early rather than running a wide free tier.

What this data can't tell you

  • · Only 1 published price backs this band, so expect to move it after launch.

Willingness-to-pay evidence

  • 4 competitors read: 2 on subscriptions, 0 one-time, 0 free. Plans seen: Essentials $2.50/user/month; Pro $5/user/month; Premium $8/user/month
  • Advertisers pay $27.06 a click for this intent — real money already chases it.
  • Competitors charge a median of $3/mo, from 1 pricing pages read.
  • 88% of the 25-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
  • Ad competition 0.56 — few advertisers fighting for it.

More in Business