Expense claims
Claims filed the same week.
Opportunity score
2,180 / 10k
Thin for now. Watch it before you build it.
Rank
#181
Gap
C
Demand
28
2,620 contestable searches a month across 25 related keywords.
Momentum
29
Last three months ran down 25.5% against the three before, seasonality smoothed out.
Competition gap
0
31 real products rank on page one for this, ad competition 0.04.
Crowd
n/a
Only 4 rankings so far, not counted until 5.
Willingness to pay
n/a
No ad pricing on this keyword, so there's no read on whether money moves here.
What this score is based on
evidence checked 9/28/2026
- Search demand verified against Google Ads data
- 12 months of search history
- 25 related keywords clustered
- No firsthand pain signals collected yet
- 31 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 · 2,620 searches a month combined
Demand counts the whole cluster: 2,620 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. |
|---|---|---|---|---|
| claims ratio insurance | unclear | 480 | - | 0.00 |
| are relocation expenses taxable | unclear | 320 | - | 0.01 |
| are moving expenses taxable | unclear | 320 | - | 0.01 |
| expense ratio insurance | unclear | 210 | - | 0.00 |
| loss adjustment expense | unclear | 210 | - | 0.00 |
| employment expenses | unclear | 170 | - | 0.11 |
| moving expenses reimbursement | unclear | 140 | $4.82 | 0.02 |
| expense claims | unclear | 90 | - | 0.07 |
| mileage claims | unclear | 90 | - | 0.01 |
| are pet expenses tax deductible | unclear | 90 | - | 0.02 |
| is life insurance a business expense | unclear | 70 | $9.83 | 0.01 |
| meal expenses | wants an article | 70 | - | 0.01 |
| how to expense mileage | wants an article | 50 | - | 0.10 |
| are expenses taxed | unclear | 50 | - | 0.00 |
| can you claim pet expenses on taxes | unclear | 50 | - | 0.06 |
| pet expenses tax deductible | unclear | 50 | - | 0.00 |
| what are moving expenses | unclear | 40 | - | 0.00 |
| claim travel expenses | unclear | 30 | - | 0.03 |
| are travel expenses taxable | unclear | 20 | - | 0.00 |
| unallocated loss adjustment expense | unclear | 20 | - | 0.00 |
| limited company expenses | wants a service | 10 | - | - |
| what expenses can i claim as a limited company | wants a service | 10 | - | - |
| expense claim policy | unclear | 10 | - | - |
| how to claim expenses | wants an article | 10 | - | - |
| are dental expenses tax deductible 2021 | unclear | 10 | - | - |
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
Individuals frequently grapple with the ambiguity of what expenses are legitimate claims or tax deductions, leading to uncertainty about their financial reporting. They must dedicate time to research each expense type to avoid incorrect claims or missed deductions, which can impact their taxable income or reimbursement eligibility.
- Who experiences it
- A business owner or individual trying to understand what expenses qualify for tax deduction or reimbursement.
- When it happens
- They are reviewing recent purchases or receipts and need to determine if an item like 'relocation expenses' (320/mo), 'moving expenses' (320/mo), 'mileage claims' (90/mo), or 'meal expenses' (70/mo) is a legitimate 'expense claim' (90/mo) or 'employment expense' (170/mo).
- How often
- This occurs monthly as they prepare to file 'expense claims' (90/mo) or consider their tax obligations.
- What they do today
- They are searching for specific expense types like 'are relocation expenses taxable' (320/mo), 'how to expense mileage' (50/mo), or 'can you claim pet expenses on taxes' (50/mo) to understand eligibility and navigate tax laws.
Read off 25 search phrases, 9/29/2026.
Why now
Demand is cooling; build only if you have an angle the incumbents lack.
Searches are down 73% year over year
236 a month twelve months ago → 64 now for "expense claims".
Cooling 26% over the last quarter
Last three months of searches against the three before them.
Peaks in October
Demand swings 424% across the year, so ship roughly two months before October.
2 real products on page one
Alongside 22 articles and reference pages, which is room a focused tool can take.
4 builder rankings back it
Crowd rating 1469 Elo from head-to-head votes on the market.
Search data
verified · dataforseo:us · refreshed 9/28/2026
- Lead keyword
- expense claims
- Cluster volume
- 2,620 / mo
- across 25 related keywords; lead phrase is 90 / mo
- CPC
- -
- what an advertiser pays for one click here
- Ad competition
- 0.04
- 0-1 scale: barely any advertisers bidding
Opportunity score 2,180 = 40% contestable search demand (2,620 a month across 25 keywords) + 25% how open the competition still is (31 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 (no ad pricing) + 10% crowd rankings (Elo 1469, 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 "expense claims"
4 votes · demand from dataforseo:us, updated 9/28/2026
Peak 236 · latest 64 · low 45 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 (2,620 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
$7 – $45
1–5 paying users · +0–1 new a month at 7% churn
Year-one run rate
$89 – $535
the month-12 number annualised — you earn less than this during the ramp
Price
$9/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 $829 a month by month 24 (180 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
- 2,620 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 0.04.
- 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 0-1 new subscribers a month. Stack 12 months of that against 7% monthly churn and you're holding 1-5 paying users by month 12.
- Price $9/mo, taken from the business model below.
Who already builds this
2 real products · 22 articles, explainers and store pages · scanned daily on Google for "expense claims"
2 real products own this search. Everything else on page one is a roundup, review post or explainer, listed separately below.
- #7Xero
Ranks #7 on Google for "expense claims".
xero.com · from live Google results · verified Aug 18
- #12Forum
Ranks #12 on Google for "expense claims".
forum.manager.io · from live Google results · verified Aug 18
Also ranking, but not products (22)
Roundups, review posts, explainers and store pages. They compete for the search, not for the job — they don't count against the competition gap.
- #1UnclassifiedWhat is Expense Claimamadeus.com
- #1UnclassifiedUnderstanding Loss Ratioinsurancetrainingcenter.com
- #2UnclassifiedExpense Claims: Everything You Need to Knowfylehq.com
- #2ReferenceUnderstanding Loss Ratios: Calculation and Types ...investopedia.com
- #3Unclassifiedclaim expenseirmi.com
- #3UnclassifiedClaims Ratio: Measure insurance claims performanceklipfolio.com
- #4UnclassifiedWhat is an Expense Claim?ramp.com
- #5ArticleWhat Is an Expense Claim? Definition & Guidenavan.com
- #5UnclassifiedGlossary | Investor Relations | Tokio Marine Holdingstokiomarinehd.com
- #6UnclassifiedExpense Claims Made Simple With Step-By-Step Guidancebrex.com
- #6UnclassifiedHow insurance loss ratios affect your premiumspersonal.nedbank.co.za
- #8ArticleWhat is an expense claim? Examples & best practices - Aspireaspireapp.com
- #8UnclassifiedLoss Ratiomployeradvisor.com
- #9ArticleWhat Is an Expense Claim? A Complete Guidebill.com
- #9UnclassifiedInsurance Ratio Series | Underwriting Ratio Expensejlkrosenberger.com
- #10UnclassifiedExpense Claims: Types, Management, & Best Practices for ...expensein.com
- #10UnclassifiedCLAIMS RATIO definition in American Englishcollinsdictionary.com
- #11UnclassifiedExpense Claim: What It Is, How It Works, and Best Practicesapps365.com
- #12ArticleHow to Calculate Loss Ratio: A Step-by-Step Guide for ...totalcsr.com
- #13UnclassifiedWhat are expense claims in Dext?help.dext.com
- #13UnclassifiedCommercial insurance performance measurementpwc.com
- #14UnclassifiedAccounting for expense claimsbrightpearl.my.site.com
Likely business model
willingness to pay 7/100
Freemium consumer app
Broad consumer intent: get them using it free, charge for volume and polish.
Price to test · from ad click value
$4–$14/mo
No competitor pricing page was readable, so this band comes from what a click on this intent costs advertisers ($0.00) — 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
- 0% of the 25-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
- Ad competition 0.04 — few advertisers fighting for it.