Category guide
App Store Keywords for Food & Drink Apps: A Mid-Difficulty Category
Food & Drink is the closest thing to a median category in our data. Measured on 2026-11-01 via Apple's iTunes Search API, six generic phrases gave a median top-10 rating count of 2,660.5 (14th of 26), a mean estimated difficulty of 28.7 (15th) and a mean estimated volume of 44.9 (12th). That makes it a handy reference when you read the extreme categories. All numbers are estimates from rating counts, not Apple search counts.
Updated
Where the spread is
Estimated volume / estimated difficulty, 0-100, English phrases in every storefront.
| Phrase | US | GB | DE | JP | FR | BR | Mean |
|---|---|---|---|---|---|---|---|
| meal planner | 56 / 45 | 40 / 26 | 39 / 22 | 11 / 0 | 28 / 14 | 11 / 3 | 30.8 / 18.3 |
| grocery list | 59 / 43 | 39 / 17 | 40 / 28 | 33 / 13 | 35 / 16 | 25 / 0 | 38.5 / 19.5 |
| food delivery | 100 / 100 | 85 / 77 | 66 / 44 | 76 / 62 | 66 / 43 | 51 / 43 | 74.0 / 61.5 |
| coffee | 83 / 79 | 54 / 36 | 34 / 17 | 30 / 10 | 34 / 13 | 44 / 26 | 46.5 / 30.2 |
| wine | 58 / 44 | 40 / 18 | 22 / 1 | 24 / 0 | 27 / 4 | 44 / 22 | 35.8 / 14.8 |
| restaurant finder | 55 / 58 | 46 / 28 | 45 / 25 | 30 / 11 | 43 / 22 | 45 / 22 | 44.0 / 27.7 |
Look at "coffee": it moves from a US score of 83 / 79 to 34 / 13 in France and 30 / 10 in Japan. The phrase is the same, the product is the same, and the top-10 apps are different, which is the point of measuring per storefront. "Food delivery" is the closest the category comes to a closed head term (100 / 100 in the US) but it falls to 43 in Brazil and France. At the other end, "wine" has a difficulty of 1 in Germany and 0 in Japan, so those storefronts treat it as a niche word.
Food & Drink next to the median
| Measure | Food & Drink | 26-category median |
|---|---|---|
| Median rating count, top-10 apps | 2,660.5 | about 2,690 |
| Top-10 apps with 50,000 or more ratings | 20% | 19.5% |
| Names containing every query word | 40% | 43.5% |
| Mean app name length (characters) | 22.3 | 23.5 |
| Mean volume / mean difficulty | 44.9 / 28.7 | 44.5 / 30.3 |
| US results with Food & Drink as primary genre | 71.7% | 68.6% (US, all categories) |
Every line is within a couple of points of the median except name length, where the category is about a character shorter. Of the US results that were not Food & Drink, 11.7% were Productivity apps (which suits "meal planner" and "grocery list") and 5.0% Shopping apps. The phrase-to-category mapping in this study is approximate, so some of those are really list and planning tools that sit next door.
Using a median category
- Check how local the phrase is. "Meal planner" is 45 in the US and 0 in Japan. If the planning behaviour does not exist locally, the score drops because there is nothing to rank against, not because the market is open. See long-tail App Store keywords for how to read low scores.
- Compare a phrase with your direct rivals, not the category. Because Food & Drink is so average, the range inside it matters more than the mean. Pick the one or two competitors you actually fight and use keyword gaps against competitors.
- Do not repeat the category word. Apple advises not repeating words from the app name, subtitle or category in the keyword field, so skip "food" and "drink" as stand-alone keywords unless they are in a phrase you have tested.
- Look sideways. Weight and recipe tools can sit in Health & Fitness; list and offer tools belong with Shopping; and a dining app for trips overlaps with Travel.
How we measured
The study took 26 categories, six generic English phrases each, and queried the iTunes Search API (entity=software, limit=25) in the US, GB, DE, JP, FR and BR, analysing the top 10 results of each query; Food & Drink is 36 queries and 360 slots. Read the research methodology, the research hub and how we measure. Data: category CSV.
With LocalASO
LocalASO is a Mac app that estimates keyword volume and difficulty for 52 storefronts, researching each in its own language. It costs $29 one time; the download is free but the app needs a license key to run. See pricing.
Sources
- localaso.com/data/app-store-s2-by-category.csv (checked November 1, 2026)
- Apple: developer.apple.com/app-store/search (checked November 1, 2026)
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