FoodBud
RankingsInsightsMixue SeriesArchiveMethodologyDataSearch中文
RankingsInsightsMixue SeriesArchiveMethodologyDataSearch中文
FoodBud

Global foodservice chain intelligence. Every figure should link back to a source.

RankingsInsightsMixue SeriesArchiveMethodologyDataSearchAboutPrivacyDisclaimer

FoodBud is for information and research workflow support only. Nothing on this site is investment advice. Privacy practices and data limitations are described in the Privacy Policy and Disclaimer.

Data quality

How source-backed the dataset is, in numbers.

Every figure on FoodBud carries a source tier, period, quality label, and scale basis. This page rolls those signals up across the whole locked export — so the coverage and the gaps are both visible. Each count is derived from the same export and shown with its denominator.

Locked export 2006f34 · as of 2026-06-15

207
Operators
99
Ranked
1,179
Metrics
514
Source records

Source tier distribution

Across 514 source records
S1 official primary · 250S2 official secondary · 64S3 supplementary · 196S0 not usable · 4

S1 = exchange filings / annual reports / prospectuses; S2 = official secondary; S3 = supplementary; S0 = not usable.

Metric quality

Across 1,179 metrics
Source-backed1,153Directional proxy18Confirmed Gap No System Sales Scale4Source Backed Preliminary3Source Backed Basis Warning1

Source-backed metrics carry a primary source; proxies stay directional; gaps are declared, not filled.

Scale precision basis

Across 207 operators
Source-backed
4120%
Estimatedest.
16379%
Unspecified
31%

Whether an operator's headline scale is source-backed or an estimate. Estimated figures are marked everywhere they appear.

Entity level

Across 207 operators
Brand
15575%
Group
5225%

Brand = scale is one dominant consumer brand; group = aggregates two or more brands.

Scale basis

Across 202 operators with a scale figure
Company-operated revenue (proxy)
10853%
GMV / system sales
5427%
Revenue proxy
4020%

GMV / system sales, company-operated revenue, and listed-company revenue are different measures and never mixed.

Market-cap guardrail

174 of 174 market-cap figures carry a do-not-use flag — market valuation is shown for context but is never operational scale and never used to rank.