Leftovers / pantry cooking
What can I cook with what's already here.
Opportunity score
3,194 / 10k
Niche, but buildable. Small audience, low noise.
Rank
#161
Gap
C
Demand
22
1,890 contestable searches a month across 25 related keywords.
Momentum
57
Last three months ran up 8.7% against the three before, seasonality smoothed out.
Competition gap
23
25 real products rank on page one for this, ad competition 0.02.
Crowd
41
14 head-to-head rankings from builders, counted at partial weight until 20.
Willingness to pay
21
Advertisers pay $0.64 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
- 25 competitors analyzed from page-one results
- 14 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 · 1,890 searches a month combined
Demand counts the whole cluster: 1,890 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. |
|---|---|---|---|---|
| asian pantry | unclear | 480 | $1.29 | 0.11 |
| pantry cooking | unclear | 390 | $0.42 | 0.08 |
| cook pantry | unclear | 390 | $0.42 | 0.08 |
| easy pantry meals | wants an article | 210 | $0.53 | 0.24 |
| cheap pantry meals | wants an article | 70 | $1.44 | 0.29 |
| quick pantry meals | wants an article | 70 | $0.57 | 0.22 |
| quick meals from the pantry | wants an article | 70 | $0.57 | 0.22 |
| best pantry meals | wants an article | 30 | $0.12 | 0.51 |
| modernist pantry kitchen alchemy | unclear | 20 | - | 0.90 |
| pantry ready meals | wants an article | 10 | - | 1.00 |
| asian pantry items | unclear | 10 | - | 0.25 |
| basic kitchen pantry items | unclear | 10 | - | 0.38 |
| bobby flay pantry | unclear | 10 | - | 0.04 |
| cook from my pantry | unclear | 10 | $0.82 | 0.46 |
| cook from your pantry | unclear | 10 | - | 0.00 |
| cooking from your pantry | unclear | 10 | $0.14 | 0.38 |
| cooking with pantry items | unclear | 10 | - | 0.29 |
| cooking with things in your pantry | unclear | 10 | - | 0.14 |
| easy meals from your pantry | wants an article | 10 | $0.09 | 0.57 |
| kitchen pantry items | unclear | 10 | $1.26 | 0.64 |
| kitchen pantry items list | wants an article | 10 | - | 0.86 |
| kitchen pantry list | wants an article | 10 | - | 0.19 |
| meals from my pantry | wants an article | 10 | $1.21 | 0.55 |
| meals from pantry items | wants an article | 10 | $1.09 | 0.22 |
| meals made from pantry items | wants an article | 10 | - | 0.29 |
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
Without a clear inventory or a system to match available ingredients to recipes, it's difficult to quickly identify viable meal options. This leads to decision fatigue and wasted time trying to brainstorm meals from a random assortment of items.
- Who experiences it
- Someone standing in front of their open refrigerator and pantry, trying to decide what to make for a meal.
- When it happens
- They realize they haven't planned dinner and need to use ingredients they already have on hand to avoid a grocery trip or takeout.
- How often
- This occurs frequently, as indicated by consistent search volumes for 'pantry cooking' (390/mo) and 'easy pantry meals' (210/mo) throughout the year.
- What they do today
- They manually scan their kitchen items, mentally combining possibilities, or search online for generic 'pantry meals' (390/mo), hoping to find a recipe that matches their specific inventory.
Read off 25 search phrases, 9/30/2026.
Why now
Demand is climbing and the field hasn't consolidated.
Searches are up 23% year over year
417 a month twelve months ago → 513 now for "pantry cooking".
Rising 9% over the last quarter
Last three months of searches against the three before them.
Peaks in December
Demand swings 85% across the year, so ship roughly two months before December.
Advertisers pay $0.64 a click here
Buying this intent instead of ranking for it would run roughly $363 a month — money is already chasing these searches.
1 real product on page one
Alongside 23 articles and reference pages, which is room a focused tool can take.
Search data
verified · dataforseo:us · refreshed 10/1/2026
- Lead keyword
- pantry cooking
- Cluster volume
- 1,890 / mo
- across 25 related keywords; lead phrase is 390 / mo
- CPC
- $0.64
- what an advertiser pays for one click here
- Ad competition
- 0.02
- 0-1 scale: barely any advertisers bidding
Opportunity score 3,194 = 40% contestable search demand (1,890 a month across 25 keywords) + 25% how open the competition still is (25 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 ($0.64 a click) + 10% crowd rankings (Elo 1472, 14 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 "pantry cooking"
14 votes · demand from dataforseo:us, updated 10/1/2026
Peak 513 · latest 513 · low 278 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 (1,890 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
$5 – $32
1–4 paying users · +0–0 new a month at 7% churn
Year-one run rate
$65 – $388
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 $598 a month by month 24 (130 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
- 1,890 cluster searches a month, 1.6x for app stores and word of mouth.
- You reach 1.0-6.0% of that, scaled by ad competition 0.02.
- 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 0-0 new subscribers a month. Stack 12 months of that against 7% monthly churn and you're holding 1-4 paying users by month 12.
- Price $9/mo, taken from the business model below.
Who already builds this
1 real product · 23 articles, explainers and store pages · scanned daily on Google for "pantry cooking"
1 real product own this search. Everything else on page one is a roundup, review post or explainer, listed separately below.
- #11Brightland
Ranks #11 on Google for "pantry cooking".
brightland.co · from live Google results · verified Aug 18
Also ranking, but not products (23)
Roundups, review posts, explainers and store pages. They compete for the search, not for the job — they don't count against the competition gap.
- #1UnclassifiedPantry Essentialscooksmarts.com
- #1UnclassifiedAsian Pantry - Australia's Online Asian Grocery Store | 3000+ ...asianpantry.com.au
- #2UnclassifiedPantry Cookingourtinyhomestead.com
- #2UnclassifiedAsian Pantry Essentialsnerdswithknives.com
- #3Article10 Fast Pantry-Staple Dinners for Nights When You Forgot ...seriouseats.com
- #3UnclassifiedAsian Pantrystore.177milkstreet.com
- #4ArticleEssential Asian Pantry Staples: Your Guide to Cookinghwcmagazine.com
- #6Article29 Healthy Pantry Recipesloveandlemons.com
- #6UnclassifiedAsian Pantry - FamilyandForksfamilyandforks.com
- #7UnclassifiedAll Asian Pantrybokksumarket.com
- #7UnclassifiedPantry Cooking, For Now and For Alwaysfoodwastefeast.com
- #8UnclassifiedAsian Pantryseonkyounglongest.com
- #10ArticleEasy Pantry Recipes for Every Mealambitiouskitchen.com
- #11UnclassifiedAsian Pantry Staples (306)shop.foodland.com
- #12ArticlePantry cooking: how to simplify meal prep and make dinner ...simplyconvivial.com
- #12UnclassifiedPeter's Asian Pantry Essentialspetersom.com
- #13ArticlePantry, Refrigerator and Freezer Essentials Checklistfoodnetwork.com
- #14Article10 Asian Cooking Staples You'll Find In Almost Any ...tastingtable.com
- #15ArticlePantry Recipes to Get Dinner on the Tablemillennialkitchen.com
- #15UnclassifiedWhat to Buy at an Asian Market (Printable Shopping List)feastingathome.com
- #16Article35 Easy Pantry Recipes that Bring Comforteasyanddelish.com
- #16UnclassifiedAsian Pantrysmithsfoodanddrug.com
- #17Article15 Pantry Staple Recipes - Grocery List Included!budgetbytes.com
Likely business model
willingness to pay 12/100
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 ($0.64) — 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 $0.64 a click for this intent — real money already chases it.
- 4% of the 25-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
- Ad competition 0.02 — few advertisers fighting for it.