Size and fit memory
Your size, per brand.
Opportunity score
4,346 / 10k
Niche, but buildable. Small audience, low noise.
Rank
#120
Gap
A
Demand
0
250 contestable searches a month across 19 related keywords.
Momentum
74
Last three months ran up 29.2% against the three before, seasonality smoothed out.
Competition gap
81
9 real products rank on page one for this, ad competition 0.43.
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 9/30/2026
- Search demand verified against Google Ads data
- 12 months of search history
- 19 related keywords clustered
- 8 firsthand pain signals from forum threads
- 9 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
19 keywords · 250 searches a month combined
Demand counts the whole cluster: 250 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. |
|---|---|---|---|---|
| clothing measurement app | wants a tool | 70 | $2.60 | 0.22 |
| clothing size app | wants a tool | 10 | - | 0.13 |
| big and tall clothing apps | wants a tool | 10 | - | - |
| plus size womens clothing apps | wants a tool | 10 | $5.83 | 1.00 |
| best app for clothing measurements | wants a tool | 10 | $5.50 | 0.33 |
| women's plus size clothing apps | wants a tool | 10 | $0.61 | 1.00 |
| plus size fashion app | wants a tool | 10 | - | 0.64 |
| all the plus size store app | wants a tool | 10 | - | - |
| app for body measurements for clothing | wants a tool | 10 | - | 0.00 |
| app for clothing measurements | wants a tool | 10 | - | 0.26 |
| app that measures clothing size | wants a tool | 10 | $2.36 | 0.29 |
| app to measure clothes size | wants a tool | 10 | $1.76 | 0.48 |
| app to measure shirt size | wants a tool | 10 | $2.99 | 0.43 |
| app to measure suit size | wants a tool | 10 | - | 0.29 |
| body measurement app for clothes size | wants a tool | 10 | - | - |
| measure clothing size app | wants a tool | 10 | - | - |
| plus size app store | wants a tool | 10 | - | - |
| plus size dress app | wants a tool | 10 | - | 1.00 |
| shirt size app | wants a tool | 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
Shoppers struggle to determine their correct size when browsing different clothing brands online due to inconsistent sizing standards. This leads to frustration, wasted time, and the hassle of initiating returns for items that do not fit as expected.
"I swear every brand’s sizing is different and I’m tired of returning things or ..."from a thread we pulled below
- Who experiences it
- Online shoppers trying to buy clothes that fit.
- When it happens
- When they are on a brand's website, looking at a size chart, and wondering if it will fit them like a different brand's size.
- How often
- Every time they shop online for new clothing across different brands.
- What they do today
- Returning ill-fitting clothes, or attempting to compare disparate sizing charts across brands, or searching forums for anecdotal sizing advice.
Read off 19 search phrases and 8 forum threads listed below, 10/1/2026.
Why now
Demand is climbing and the field hasn't consolidated.
Searches are down 47% year over year
15 a month twelve months ago → 8 now for "clothing size app".
Rising 29% over the last quarter
Last three months of searches against the three before them.
Peaks in October
Demand swings 88% across the year, so ship roughly two months before October.
4 real products on page one
Alongside 5 articles and reference pages, which is room a focused tool can take.
4 builder rankings back it
Crowd rating 1485 Elo from head-to-head votes on the market.
Search data
verified · dataforseo:us · refreshed 9/30/2026
- Lead keyword
- clothing size app
- Cluster volume
- 250 / mo
- across 19 related keywords; lead phrase is 10 / mo
- CPC
- -
- what an advertiser pays for one click here
- Ad competition
- 0.43
- 0-1 scale: some advertisers bidding
Opportunity score 4,346 = 40% contestable search demand (250 a month across 19 keywords) + 25% how open the competition still is (9 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 1485, 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 "clothing size app"
4 votes · demand from dataforseo:us, updated 9/30/2026
Peak 15 · latest 8 · low 8 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 19 related phrases (250 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
$3 – $21
0–2 paying users · +0–0 new a month at 5% churn
Year-one run rate
$39 – $249
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 $434 a month by month 24 (120 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
- 250 cluster searches a month, 1.6x for app stores and word of mouth.
- You reach 0.8-5.2% of that, scaled by ad competition 0.43.
- 10% of visitors sign up, 12% of those pay. Trial-led: people arrive already shopping, so trial-to-paid runs high.
- That wins 0-0 new subscribers a month. Stack 12 months of that against 5% monthly churn and you're holding 0-2 paying users by month 12.
- Price $9/mo, taken from the business model below.
Who already builds this
4 real products · 5 articles, explainers and store pages · 6 read in depth · scanned daily on Google for "clothing size app"
4 real products own this search. Everything else on page one is a roundup, review post or explainer, listed separately below.
Ranks #6 on Google for "clothing measurement app".
Pricing free app on iOS
Strengths Takes quick, accurate measurements; makes measurements readily apparent in images; easy to use; automatically copies measurements to clipboard.
Weaknesses Background removal is buggy, only works on basic clothing types, and some text is in Japanese.
~3,259,846 organic visits a month (estimate)
lifehacker.com · from live Google results · verified Aug 18
source page- #73dlook
Ranks #7 on Google for "clothing size app".
Strengths Offers AI-powered body scanning with high accuracy for over 80 body measurements and BMI prediction, suitable for various business needs from fashion to health and fitness, with strong data privacy and security measures.
Weaknesses No pricing information is provided, requiring direct contact for a quote, and the service is aimed at businesses, not individual consumers, which might limit its broad accessibility.
~1,503 organic visits a month (estimate)
3dlook.ai · from live Google results · verified Aug 18
source page Ranks #7 on Google for "clothing measurement app".
~1,652 organic visits a month (estimate)
thetailoredco.com · from live Google results · verified Aug 18
source pageRanks #9 on Google for "clothing measurement app".
Strengths Claims 20% more accurate than a tailor in a fraction of the time, providing custom clothes measurements in 15 seconds directly from a phone.
Weaknesses The page does not provide any pricing information or details on specific paid features or subscription models.
~42 organic visits a month (estimate)
mycustomsize.com · from live Google results · verified Aug 18
source page
Also ranking, but not products (5)
Roundups, review posts, explainers and store pages. They compete for the search, not for the job — they don't count against the competition gap.
- #4Unclassified80% of Returns are Size Related - Mysizemysizeid.com
- #5ArticleSizeMe - Real size guide and fit recommendations for ...apps.shopify.com
- #12UnclassifiedHow It Works - MTailor Custom Clothesmtailor.com
- #17UnclassifiedSizer: AI-powered body measuring technology for the fashion ...sizer.me
- #18Unclassifiedclothes size - APK Download for Androidclothes-size.en.aptoide.com
Likely business model
willingness to pay 32/100
Prosumer subscription
People are actively shopping for a tool here, so charge from day one.
How rivals make money 4 competitors read: 3 on subscriptions, 0 one-time, 0 free. Plans seen: Free to install. Pricing is commission-based, no other fees. · free app on iOS
Price to test · from ad click value
$4–$14/mo
No competitor pricing page was readable across the 4 we checked, 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
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
- · 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
- 4 competitors read: 3 on subscriptions, 0 one-time, 0 free. Plans seen: Free to install. Pricing is commission-based, no other fees. · free app on iOS
- 100% of the 19-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
- Ad competition 0.43 — few advertisers fighting for it.
Firsthand pain signals
8 discussions · source links, check them yourself
- r/fitlyfashion
Here is a guide to help you measure bust, waist, hip, shoulders, and inseam in < five minutes allowing you to shop your size across all brands ... Read more
reddit.com
- r/PetiteFashionAdvice
The size on my clothing tags has crept up though I'm actually smaller now ... PetiteFashionAdvice is a fashion forum for petite (5'4" and under) individuals. Read more
reddit.com
- How do you actually figure out your sizing when online ...
How do y’all actually figure out your size when shopping online?? I swear every brand’s sizing is different and I’m tired of returning things or ...
reddit.com
- r/sizing
r/sizing : Welcome to r/sizing! Wondering if something runs small, large, or true to size? This is the go-to community for sizing advice on ...
reddit.com
- I got tired of buying clothes online that don't fit, so I built an AI ...
Your tool can get size and measurement data from the webpage. Your goal should be to help people find clothes that look good and fit.
reddit.com
- I built an app that tells you exactly how long your kids ...
You scan the clothing tag, the app identifies the brand and size, and tells you exactly how many months before your child outgrows it based ... Read more
reddit.com
- Just launched a tool that compares clothing sizes across ...
Over the past few weeks, I built a small web app that lets you instantly compare clothing sizes between brands like Zara, H&M, Levi's, Adidas, ... Read more
reddit.com
- What free app will tell you your detailed clothes size?
Some apps will take your picture and tell you every detail since when does Google do that?
reddit.com