AssetFlow.ai [email protected]
Brand Discovery Index

See a brand going mainstream before the crowd shows up.

A monthly read on which consumer brands, public figures, and platforms are breaking out and which are fading, scored from a proprietary attention panel. The tell is attention arriving from far more places than usual.

401
Names tracked monthly
310 consumer brands · 49 public figures · 42 digital & AI platforms
8 yrs
Monthly history
refreshed within 24 hours of each monthly cycle
188
European brands
6 markets: DE FR ES IT PL PT · since 2017
87
China edition
Greater-China attention panel · since 2018
What it measures

Breadth of discovery, not size of crowd.

Every name is scored against its own history, so a niche label and a household name are judged fairly and only big, sustained moves get flagged. When attention starts arriving from many distinct sources at once, a brand is usually on its way into the mainstream. The same lens, inverted, catches brands going dark.

Baseline: a few sources. Breakout: many. The index tracks that shift monthly for every name in the panel, standardized against each name’s own history.

Inside the monthly report

Four reads on the consumer attention cycle.

i.

Broadening & Narrowing

The names whose discovery breadth is expanding or collapsing fastest this month, each scored against its own history, with lifecycle stage and listed ticker.

ii.

Top 5 by Sector

Sector-by-sector leaders across ten consumer categories, with breadth momentum and attention-level change side by side.

iii.

Corporate Relationship Watch

Structural changes in a brand’s attention network: a corporate source that emerges after a long absence, or an established one that goes dark. Hot-source events carry measured attention impact (median +14%).

iv.

Narrative Watch

The companies a brand suddenly gets compared to, visible in relational attention while the story is still forming.

From a recent issue: audiences began arriving at Allbirds via the Long Blockchain Corp. page, framing its rebrand as a crypto-pivot cautionary tale.

Read the current issues online: United States · Europe · Greater China. Or explore any name’s attention network yourself in the interactive Spotlight Explorer (preview), or see the rising brands and who’s discovering them across Europe and Greater China in International Brand Networks.

Delivery

Built to be backtested.

The complete index and brand taxonomy, with history through last quarter, is available as a sample under NDA. Enough depth to test before you subscribe.

Flat file · monthly CSV / Parquet REST API · pull on your schedule MCP server · plug the index into Claude or any AI agent Snowflake share · provisioned on request PDF digest · the readable monthly issue
Get the current issue

See the June 2026 report.

The current issue is online now — or email me for the PDF and a sample of the underlying data.