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Breakout Brands Timeline

Breakout lists ingested

11 lists plus the TWCPG newsletter archive.

Eleven breakout-list editions were ingested across eight publishers, plus one full-archive newsletter corpus (TWCPG) that adds 1,855 brands and 2,321 deal events to the merged dataset. Tier-1 publishers (Bain, Numerator, Circana, NielsenIQ) carry stronger weight in the Answer; tier-2 publishers (Pear Commerce, Food Institute, Food Dive, Fast Company) serve as discovery and confirmation signals — they surface brands that haven't yet shown up in the data-driven analyst lists, but their inclusion criteria are editorial rather than revenue-tested. TWCPG is structurally different from the lists — see "deal-flow firehose" below.

Each list was extracted using either a WebFetch worker (cheap, fast) or a headless-browser worker (for Cloudflare-gated or JS-rendered sources). Extraction status is disclosed below — full means every brand on the published list was captured; sample means only a subset.


Lists ingested

Source Tier Method Brands Status
Bain — US Insurgent Brands 2026 tier-1 browser 115 full
Bain — US Insurgent Brands 2025 tier-1 browser 123 full
Bain — US Insurgent Brands 2023 tier-1 browser 100 full
Numerator — Fastest Growing Brands to Watch 2026 tier-1 webfetch 60 full
Numerator — Brands to Watch 2023 tier-1 webfetch 60 full
Circana — US CPG Growth Leaders 2025 tier-1 webfetch + browser 21 sample
NielsenIQ — North American Breakthrough Innovation Award Winners 2025 tier-1 browser 27 full
Pear Commerce — Top 20 CPG Brands to Watch 2025 tier-2 webfetch 20 full
Food Institute — Fastest-Growing F&B Brands 2025 tier-2 webfetch 6 full
Food Dive (Inc. 5000) — Food & Beverage cut 2024 tier-2 webfetch 14 full
Fast Company — Most Innovative Companies, Wellness & Personal Care 2026 tier-2 browser 10 full
This Week in CPG newsletter archive deal-flow firehose archive scrape + LLM extraction 1,913 full archive 2022-09-24 → 2026-05-07

Totals: 556 list appearances across 11 editions deduplicating to 419 unique brands, plus a separate corpus of 1,913 brands × 2,321 deal events from TWCPG. After merge and dedup, the canonical Brands table covers 2,274 brands.


Per-publisher methodology


Extraction caveats

Circana — US CPG Growth Leaders 2025: marked sample. The original Circana report is a paywalled PDF; the pipeline scraped the publicly available summary on shelbyreport.com plus Circana's blog post. Of the report's tiered leaders ($100M, $250M, $500M, $1B, $2B, $5B, $8B+ bands), only the top-band leaders and a sample from each band were recoverable from public sources. Brands like Chomps that appear in our data on this list are confirmed mentions; absence of a brand from the data does not necessarily mean it isn't in the full Circana report.

All other lists: complete capture confirmed against published brand counts.

TWCPG: full archive, two structural caveats. (1) Corpus starts 2022-09-24 — pre-2022 fundraising and earlier exits for older brands aren't captured. (2) "Equity" is a catch-all stage label for ≈40% of fundraising bullets where the source didn't name a series, which weakens per-stage trend analysis. Every brand in the merged dataset is independently researched via WebSearch, so brand-level fields (founded_year, ownership, revenue, acquirer) are reliable regardless of how the original bullet was written.


What's missing

The pipeline does not ingest:

Adding these would broaden coverage but risk diluting the "tier-1 breakout" signal that Bain/Numerator/Circana provide. They were excluded by design, not by oversight.