Tip and tax splitting
Uneven orders, fair split.
Opportunity score
5,730 / 10k
Worth a weekend. Demand is real, execution decides it.
Rank
#67
Gap
B
Demand
84
74,590 contestable searches a month across 25 related keywords, after removing 880 searches for named brands.
Momentum
0
Last three months ran down 89.1% against the three before, seasonality smoothed out.
Competition gap
40
21 real products rank on page one for this, ad competition 0.06.
Crowd
n/a
Only 4 rankings so far, not counted until 5.
Willingness to pay
34
Advertisers pay $1.26 a click for this search — almost nobody pays to reach these searchers.
What this score is based on
evidence checked 10/1/2026
- 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
- 4 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 · 75,470 searches a month combined
Demand counts the whole cluster: 75,470 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.
| Keyword | Intent | Searches | CPC | Ad comp. |
|---|---|---|---|---|
| online tip calculator | wants a tool | 18,100 | $0.52 | 0.00 |
| tip calculator app | wants a tool | 9,900 | $0.94 | 0.08 |
| hair salon tip calculator | wants a tool | 6,600 | $0.46 | 0.00 |
| haircut tip calculator | wants a tool | 6,600 | $0.46 | 0.00 |
| restaurant tip calculator | wants a tool | 4,400 | $0.40 | 0.05 |
| calculator tip calculator | wants a tool | 3,600 | $0.24 | 0.03 |
| gratuity tip calculator | wants a tool | 3,600 | $0.24 | 0.03 |
| tip calculator tip calculator | wants a tool | 3,600 | $0.24 | 0.03 |
| tip tip calculator | wants a tool | 3,600 | $0.24 | 0.03 |
| free tip calculator | wants a tool | 2,400 | $0.83 | 0.03 |
| simple tip calculator | wants a tool | 1,600 | $0.51 | 0.03 |
| tax and tip calculator | wants a tool | 1,300 | - | 0.02 |
| nail salon tip calculator | wants a tool | 1,300 | $0.27 | 0.00 |
| percent tip calculator | wants a tool | 1,300 | $0.47 | 0.03 |
| tax tip calculator | wants a tool | 1,300 | - | 0.02 |
| ez tip calculator | wants a tool | 1,000 | $0.66 | 0.00 |
| iphone calculator tip | wants a specific brand | 880 | $0.08 | 0.02 |
| tattoo tip calculator | wants a tool | 880 | - | 0.00 |
| catering tip calculator | wants a tool | 720 | - | 0.00 |
| hair stylist tip calculator | wants a tool | 720 | - | 0.00 |
| hairdresser tip calculator | wants a tool | 720 | - | 0.00 |
| 20 tip calculator | wants a tool | 390 | $0.17 | 0.07 |
| free tip calculator app | wants a tool | 320 | $1.13 | 0.17 |
| drill tip calculator | wants a tool | 320 | - | 0.00 |
| hair tip calculator | wants a tool | 320 | $0.68 | 0.01 |
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
Manually calculating individual contributions for uneven bills, including tax and tip, leads to awkward delays and potential over/underpayments. Existing 'tip calculator app' (9,900/mo) solutions often don't easily handle itemized splitting with varying tax bases.
- Who experiences it
- A person dining out or receiving a service with multiple people who ordered different items or have different service costs.
- When it happens
- The bill arrives at the table after a shared meal, or after receiving a service like a haircut or tattoo, and it's time to figure out what each person owes, including an appropriate tip and tax.
- How often
- This happens whenever they share a bill for a meal or service, which can be multiple times a month.
- What they do today
- They use the calculator app on their phone or an 'online tip calculator' (18,100/mo) to manually split the bill, often struggling to correctly apportion tax and tip based on individual order amounts.
Read off 25 search phrases, 9/30/2026.
Why now
Demand is cooling; build only if you have an angle the incumbents lack.
Searches are down 16% year over year
1,803 a month twelve months ago → 1,518 now for "tip calculator app".
Cooling 89% over the last quarter
Last three months of searches against the three before them.
Peaks in June
Demand swings 2432% across the year, so ship roughly two months before June.
Advertisers pay $1.26 a click here
Buying this intent instead of ranking for it would run roughly $28,528 a month — money is already chasing these searches.
4 real products on page one
Alongside 19 articles and reference pages, which is room a focused tool can take.
Search data
verified · dataforseo:us · refreshed 10/1/2026
- Lead keyword
- tip calculator app
- Cluster volume
- 75,470 / mo
- across 25 related keywords; lead phrase is 9,900 / mo
- CPC
- $1.26
- what an advertiser pays for one click here
- Ad competition
- 0.06
- 0-1 scale: barely any advertisers bidding
Opportunity score 5,730 = 40% contestable search demand (74,590 a month across 25 keywords, after removing 880 brand searches) + 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 ($1.26 a click) + 10% crowd rankings (Elo 1514, 4 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 "tip calculator app"
4 votes · demand from dataforseo:us, updated 10/1/2026
Peak 38,430 · latest 1,518 · low 1,518 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 (75,470 searches a month), listed below.
Revenue potential
estimate, not a promise
Priced and converted as a freemium consumer app — the funnel below changes with that model, because a freemium consumer app and a B2B tool convert nothing alike.
MRR by month 12
$258 – $1,560
23–142 paying users · +3–17 new a month at 7% churn
Year-one run rate
$3,101 – $18,721
the month-12 number annualised — you earn less than this during the ramp
Price
$11/mo
same price as the business model below
24-month projection
log scale
Month 24 · hover to scrub
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 $29,194 a month by month 24 (5,175 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
- 75,470 cluster searches a month, 1.6x for app stores and word of mouth.
- You reach 1.0-5.9% of that, scaled by ad competition 0.06.
- 12% of visitors sign up, 2% of those pay. Freemium consumer: roughly 1-3% of free users ever pay, so this needs volume.
- That wins 3-17 new subscribers a month. Stack 12 months of that against 7% monthly churn and you're holding 23-142 paying users by month 12.
- Price $11/mo, taken from the business model below.
Who already builds this
4 real products · 19 articles, explainers and store pages · 3 read in depth · scanned daily on Google for "tip calculator app"
4 real products own this search. Everything else on page one is a roundup, review post or explainer, listed separately below.
- #11Microapp
Ranks #11 on Google for "online tip calculator".
microapp.io · from live Google results · verified Aug 18
Ranks #17 on Google for "tip calculator app".
tip-calculator-js-app.vercel.app · from live Google results · verified Aug 18
- #17Tools
Ranks #17 on Google for "online tip calculator".
tools.scannertechs.com · from live Google results · verified Aug 18
Ranks #19 on Google for "tip calculator app".
tip-calculator-app-sc.netlify.app · from live Google results · verified Aug 18
Also ranking, but not products (19)
Roundups, review posts, explainers and store pages. They compete for the search, not for the job — they don't count against the competition gap.
- #1UnclassifiedTip Calculatorcalculator.net
- #2UnclassifiedOnline Conversion - Tip Calculatoronlineconversion.com
- #3UnclassifiedTip Calculatorcalculatestuff.com
- #4UnclassifiedTip Calculatorcalculatorsoup.com
- #5UnclassifiedTip Calculatoromnicalculator.com
- #6ReferenceTip Calculator & Bill Splitternerdwallet.com
- #8UnclassifiedTip Sharing Calculator: Tip Out Calculatorjustthetipout.com
- #9ArticleBest Tip Calculator Apps to Download Nowyahoo.com
- #9UnclassifiedTip & Sales Tax Calculatorsalecalc.com
- #10UnclassifiedTip Calculatorwise.com
- #11ArticleUltimate Tip Calculatortipcalculator.appwithkiss.com
- #12UnclassifiedTip Calculator: Calculate Tip, Split Bills, and Get Totals Instantlycodlico.com
- #14ArticleBest Tip Calculator Apps to Download Now - U.S. News Moneymoney.usnews.com
- #15UnclassifiedTip Calculatorsize.ly
- #16UnclassifiedTip Calculator | Credit Karmacreditkarma.com
- #18UnclassifiedTip Calculator — Free Online Tax and Tip Calculatorjusttipcalculator.com
- #19UnclassifiedTip Calculator — Compare %, Split Bill, Pre-Tax Modecalc.awajis.com
- #20UnclassifiedFree Tip Calculator onlinebookify.com
- UnclassifiedPlates by Splitwiseplates.splitwise.com
Likely business model
willingness to pay 17/100
Freemium consumer app
Broad consumer intent: get them using it free, charge for volume and polish.
Price to test · from ad click value
$4–$18/mo
No competitor pricing page was readable, so this band comes from what a click on this intent costs advertisers ($1.26) — a starting price to test, not a proven one.
What to charge for
Free core, paid depth. Gate history, exports and power features rather than the first-run experience — the exact free limit is something you tune after launch, not something this data can tell you.
What this data can't tell you
- · Nobody's published price backs this band yet — treat the number as a test, and put a price up in week one to find out.
Willingness-to-pay evidence
- Advertisers pay $1.26 a click for this intent — real money already chases it.
- 8% of the 25-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
- Ad competition 0.06 — few advertisers fighting for it.