← Idea market
Food33,560 searches / mo

Grocery price comparison

Unit-price math in the aisle.

Opportunity score

6,222 / 10k

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

Rank

#54

Gap

B

  • Demand

    70

    33,560 contestable searches a month across 25 related keywords.

  • Momentum

    41

    Last three months ran down 11.1% against the three before, seasonality smoothed out.

  • Competition gap

    42

    20 real products rank on page one for this, ad competition 0.22.

  • Crowd

    48

    10 head-to-head rankings from builders, counted at partial weight until 20.

  • Willingness to pay

    65

    Advertisers pay $3.71 a click for this search — some 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
  • 8 firsthand pain signals from forum threads
  • 20 competitors analyzed from page-one results
  • 10 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 · 33,560 searches a month combined

Demand counts the whole cluster: 33,560 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.
supermarket comparisonunclear2,400$0.900.16
grocery price comparisonunclear1,900$3.290.16
grocery store price comparisonunclear1,900$3.290.16
compare food shopping pricesunclear1,900$3.290.16
grocery shopping price comparisonunclear1,900$3.290.16
compare grocery costsunclear1,900$3.290.16
compare grocery shopping pricesunclear1,900$3.290.16
food shop price comparisonunclear1,900$3.290.16
food store price comparisonunclear1,900$3.290.16
grocery cost comparisonunclear1,900$3.290.16
grocery price comparison siteunclear1,900$3.290.16
grocery price comparison appwants a tool1,300$3.250.15
grocery store price comparison appwants a tool1,300$3.250.15
grocery shopping app compare priceswants a tool1,300$3.250.15
app to compare prices of grocerieswants a tool1,300$3.250.15
app to compare food priceswants a tool1,300$3.250.15
food shopping price comparison appwants a tool1,300$3.250.15
price comparison app supermarketwants a tool1,300$3.250.15
aldi price checkerunclear720-0.01
grocery comparisonunclear390$1.810.14
grocery store comparisonunclear390$1.810.14
grocery shopping comparisonunclear390$1.810.14
food shopping comparisonunclear390$1.810.14
compare grocery shoppingunclear390$1.810.14
grocery shop comparisonunclear390$1.810.14

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

People spend considerable time and mental effort trying to determine the true best value for groceries across different stores and product sizes. Without clear, real-time comparisons, they risk overpaying for essential items and fail to maximize their budget.

"Would you use a tool that compares grocery prices per ..."from a thread we pulled below
Who experiences it
A shopper who wants to find the cheapest groceries for their household.
When it happens
Standing in a grocery aisle comparing two different sizes or brands of the same product, or deciding which store to visit for a weekly shop.
How often
This occurs during each significant grocery shopping trip, typically weekly.
What they do today
They manually track prices using a spreadsheet for common items, or try to remember unit prices between stores, which breaks when deals change or calculations become complex in-store.

Read off 25 search phrases and 8 forum threads listed below, 9/25/2026.

Why now

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

  • Searches are down 33% year over year

    2,432 a month twelve months ago → 1,621 now for "grocery price comparison".

  • Cooling 11% over the last quarter

    Last three months of searches against the three before them.

  • Peaks in October

    Demand swings 50% across the year, so ship roughly two months before October.

  • Advertisers pay $3.71 a click here

    Buying this intent instead of ranking for it would run roughly $37,352 a month — money is already chasing these searches.

  • 2 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 9/28/2026

Lead keyword
grocery price comparison
Cluster volume
33,560 / mo
across 25 related keywords; lead phrase is 1,900 / mo
CPC
$3.71
what an advertiser pays for one click here
Ad competition
0.22
0-1 scale: barely any advertisers bidding

Opportunity score 6,222 = 40% contestable search demand (33,560 a month across 25 keywords) + 25% how open the competition still is (20 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 ($3.71 a click) + 10% crowd rankings (Elo 1529, 10 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 "grocery price comparison"

10 votes · demand from dataforseo:us, updated 9/28/2026

2,432
Sep 25
2,432
Oct 25
2,432
Nov 25
1,621
Dec 25
1,925
Jan 26
1,621
Feb 26
1,925
Mar 26
1,621
Apr 26
1,925
May 26
1,621
Jun 26
1,621
Jul 26
1,621
Aug 26

Peak 2,432 · latest 1,621 · low 1,621 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 (33,560 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

$1,134 – $6,971

54–332 paying users · +6–36 new a month at 5% churn

Year-one run rate

$13,613 – $83,651

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

Price

$21/mo

same price as the business model below

24-month projection

log scale

Month 24 · hover to scrub

Slow build $1,357Good execution $9,041Breakout $135,840

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 $135,840 a month by month 24 (16,109 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

  • 33,560 cluster searches a month, 1.6x for app stores and word of mouth.
  • You reach 0.9-5.6% of that, scaled by ad competition 0.22.
  • 10% of visitors sign up, 12% of those pay. Trial-led: people arrive already shopping, so trial-to-paid runs high.
  • That wins 6-36 new subscribers a month. Stack 12 months of that against 5% monthly churn and you're holding 54-332 paying users by month 12.
  • Price $21/mo, taken from the business model below.

Who already builds this

2 real products · 19 articles, explainers and store pages · 12 read in depth · scanned daily on Google for "grocery price comparison"

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

  • #3Basketsavings

    Ranks #3 on Google for "grocery price comparison".

    Strengths Allows users to build a shopping list, track and compare real-time prices at local stores and online, and see updated sales and coupons.

    Weaknesses The page does not provide any information regarding pricing or how the product is monetized.

    ~7,826 organic visits a month (estimate)

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

    source page
  • #10Pullingcurls

    Ranks #10 on Google for "grocery price comparison".

    Strengths Provides a free downloadable spreadsheet to help users track and compare grocery prices across different stores, potentially saving money.

    Weaknesses Requires manual data entry and consistent effort from the user to maintain the price book or spreadsheet; no automatic price comparison or store integration mentioned.

    ~12,630 organic visits a month (estimate)

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

    source page
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.

Likely business model

willingness to pay 51/100

Prosumer subscription

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

How rivals make money 10 competitors read: 3 on subscriptions, 0 one-time, 3 free. Plans seen: Free

Price to test · from ad click value

$8–$34/mo

No competitor pricing page was readable across the 10 we checked, so this band comes from what a click on this intent costs advertisers ($3.71) — 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

  • 10 competitors read: 3 on subscriptions, 0 one-time, 3 free. Plans seen: Free
  • Advertisers pay $3.71 a click for this intent — real money already chases it.
  • 64% of the 25-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
  • Ad competition 0.22 — few advertisers fighting for it.

Firsthand pain signals

8 discussions · source links, check them yourself

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