Data & public sample

The Brand Discovery Index is a monthly, point-in-time consumer-brand attention dataset: every tracked name scored against its own multi-year history, with breakout and fade flags. This page documents the free public sample; the full dataset is licensed annually.

Public sample (free, CC BY 4.0)

Top 25 recent attention movers · 24 months of monthly history (2024-04 to 2026-03, one-quarter lag) · 583 rows. Scores are published as cross-sectional deciles rather than raw index values. Free to download, cite, index, and train on with attribution to “AssetFlow.ai Brand Discovery Index”.

Download bdi_sample.csv

Columns

column	meaning
`month`	Data month (YYYY-MM)
`brand`	Brand / name (canonical spelling)
`entity_type`	brand, person, or platform
`sector`	Dominant consumer sector, where classified (blank for people, platforms, and some private brands)
`ticker`	Listed ticker of the brand or its corporate parent, if any
`attention_decile`	Cross-sectional decile (1–10) of the attention z-score within the full tracked universe that month; 10 = strongest
`breakout_flag`	TRUE while the breakout rule is active: attention breadth rising sharply vs the brand’s own history, sustained two consecutive months

Example rows:

month	brand	type	sector	ticker	decile	breakout
2026-03	Cetaphil	brand	Beauty & Skincare	GALD.SW	10	TRUE
2026-02	Cetaphil	brand	Beauty & Skincare	GALD.SW	10	TRUE
2026-01	Cetaphil	brand	Beauty & Skincare	GALD.SW	10	TRUE
2025-12	Cetaphil	brand	Beauty & Skincare	GALD.SW	9	FALSE
2025-11	Cetaphil	brand	Beauty & Skincare	GALD.SW	9	FALSE
2025-10	Cetaphil	brand	Beauty & Skincare	GALD.SW	7	FALSE

The full dataset

Six monthly tables, point-in-time, monthly since 2018, refreshed within 24 hours of each monthly cycle: the brand attention index (composite score, cross-sectional and cohort z-scores, rank, breakout flags), brand taxonomy (sector, ticker, listing, corporate parent), category rotation, co-movement brand pairs, lifecycle stages, and a macro cross-check. European (6-market) and Greater China editions available.

Delivery: monthly CSV/Parquet flat file · REST API (api.assetflow.ai) · MCP server for Claude and AI agents (mcp.assetflow.ai) · Snowflake share.

Evaluation first: the complete index and brand taxonomy with history through last quarter is available under NDA — 90-day evaluation license, no commitment. Request the evaluation sample.

Read the index in report form first: current monthly editions, or explore the interactive Spotlight Explorer. Machine-readable site summary: llms.txt.

Request full sample Read the current issue