Methodology
How Currents reads a category.
Content analysed at scale, organised into topics, measured for momentum, with evidence attached.

One video, read.
Pet care is the example.


{ "category": "pet care", "prepared_at": "2026-09-28T06:00:00Z", "topics": [{ "topic": "dog-anxiety-and-calming-care", "iab": { "ids": ["425"], "path": "Pets > Dogs" }, "terms": ["dog anxiety", "calming chews", "crate training"], "momentum_index": 92, "trajectory": "breakout", "suitability": { "rating": "safe", "reason": "none" }, "evidence": [ "https://youtu.be/k3FqW8dLm2A", "https://youtu.be/Zr7pQx1VnTc", "https://youtu.be/b9HsYe4JuKo" ] }]}Eight steps from video to intelligence.
- 01
Source data
Public social video across 110 countries and 42 languages. YouTube today; the method does not depend on one source.
yields 120M+ videos · 18 months of history per category
- 02
Video understanding
Every video is read inside, not from its title: frames, audio and transcript, in the source language.
yields 8.5B data points
- 03
Visual AI analysis
Vision-language models describe what is shown, said and discussed, including the comments.
yields subjects, objects, claims, reactions
- 04
Topic identification
Videos cluster into topics, named in plain language and expressed as keywords.
yields topics · keywords
- 05
Category classification
Each topic is placed in its advertiser or editorial category and mapped to IAB Content Taxonomy 3.1.
yields category · IAB IDs and path
- 06
Momentum and trend analysis
A proprietary momentum model scores each topic against 18 months of category history.
yields momentum index · breakout, rising, stable, cooling
- 07
Supporting evidence
Every topic links to the videos behind it. Every placement flag carries a written reason, on the GARM framework.
yields evidence links · suitability rating and reason
- 08
Intelligence distribution
Planning tools over MCP, DSP contextual targeting, Google Ads and DV360, the API, Wire. Rebuilt daily; high-velocity placements hourly.
yields MCP · feeds · REST · AdCP · Wire
The signal, in numbers.
- 0M+
- videos analysed
- 0.0B
- data points
- 0
- countries
- 0
- languages
- 0 mo
- of category history
- 24h
- rebuild; high-velocity placements hourly
Measured, not eyeballed.
“Rising” means rising against the category’s own 18-month baseline.
- IAB Content Taxonomy 3.1
- IAB IDs and path on every topic.
- GARM framework
- Four risk tiers, every flag with a written reason.
- Cookieless and ID-less
- No cookies, no user IDs.
- MCP and AdCP
- Open protocols for planning tools and buying agents.
See the method on your category.
A live session on your categories and markets.