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Torch Trends

See what will sell. Before everyone else does.

Amazon market data plus TikTok, Instagram and Google Trends signals — scored for what's growing, breaking out or sitting in untapped white space. You decide what to build and sell with evidence, not gut feel.

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Signal → Analysis → Decision

From market noise to a clear decision.

Watch four sources continuously, score them for growth and white space, and turn that into a decision-ready recommendation — in the dashboard, over chat or via the API.

Social demand
Your opening
Amazon competition
01

Observe

Four sources, continuously: Amazon market data plus social signals from TikTok, Instagram and Google Trends.

02

Score

Every product gets scores for growth, consistency, breakout momentum and white space — comparable across categories.

03

Decide

A decision-ready recommendation with the reasoning behind it — in the dashboard, the analyst chat or the API.

The market data behind the dashboard comes from Torch Signals; Trends scores it and makes it decidable.

Frequently asked questions

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THE DATA BEHIND IT

The market, in numbers.

  • 0

    data sources — Amazon, TikTok, Instagram and Google Trends

  • 0M+

    market data points in the warehouse behind the dashboard

  • 0

    tracked products across categories and marketplaces

Data behind the dashboard: the Torch Signals warehouse, as of July 2026 — Trends reads what Signals measures.

Trend signals
Kitchen · DE marketplace
CategoryGrowthConsistencyStage
  • 1Silicone baking molds
    +142%
    Breakout
  • 2Ice cream scoop
    +88%
    Rising
  • 3Marble rolling pin
    +54%
    Rising
  • 4Vegetable slicer V-blade
    +31%
    Emerging
  • 56-tier dehydrator
    +12%
    Peak
  • 6Electric cheese grater
    −6%
    Faded
TREND SIGNALS

Ranked by real growth.

Products sorted by real growth, consistency and breakout momentum — each tagged by lifecycle from emerging to faded. You see the risers before they hit the shelf.

  • Ranked by real growth, not keyword volume
  • Lifecycle tags from emerging to faded
  • Watchlists and alerts for your categories
Social demand
Your opening
Amazon competition
White-space = demand × (1 − competition density)
WHITE-SPACE RADAR

The gap nobody owns yet.

High social demand, low Amazon entrenchment: the clearest signal for which product is worth developing. The radar shows the gap per category and marketplace.

  • Social demand × (1 − Amazon entrenchment)
  • The clearest signal for product development
  • Broken down per category and marketplace
Torch Analyst
You

Which categories are breaking out this month?

Three kitchen categories show breakout momentum. Silicone baking molds lead with the strongest growth at low Amazon entrenchment.

Growth · last 30 days
Molds
Scoops
Rollers
Added to watchlist
AI ANALYST

Ask your market data.

The analyst answers straight from the warehouse — with a chart, the source and the context of your brands and categories. For deeper questions it runs deep-research jobs.

  • Answers straight from the data, with evidence
  • Deep-research jobs on demand
  • Context of your brands and categories (brand fit)
PLATFORM

The command center for your assortment.

Watchlists, alerts, a seasonal planner and a team workspace — plus the REST API and MCP server the whole Torch suite adopts as its pattern.

IN THE WORKSPACE

Seasonal planner
Watchlists
Alerts
Brand fit
Category subs
Team workspace
INTEGRATION
v1REST API + MCP

The integration pattern for the whole suite

Trends is the reference implementation: a {success, data, error} envelope, idempotency keys, OpenAPI 3.1 and an MCP server. Every other Torch product adopts this pattern.

OpenAPI 3.1

A fully documented REST API with bearer tokens — cleanly versioned under /api/v1.

MCP for AI agents

An MCP server makes the signals directly usable by your AI agents and workflows.

Idempotent writes

Idempotency keys and a dryRun sandbox — test integrations without changing anything.

Unified Torch login

One Torch login — the same SSO as Torch Studio and Torch Bundles.

HOW THE SUITE FITS TOGETHER
1

Signals measures the market

Torch Signals captures Amazon and social demand and fills the warehouse behind the dashboard.

2

Trends scores and prioritizes

Trends turns that into ranking, white space and decision-ready recommendations for your assortment.

3

Your team decides

You mark “build this” — and the suite takes it onward: Concepts, Studio, Bundles, Brief.

WHO IT'S FOR

Decisions instead of gut feel.

Three teams, one question: what should we develop and sell next?

PRIVATE LABEL

Launch with evidence.

  • Growth and white-space scores instead of gut feel
  • Spot risers before the niche fills up
  • Move candidates straight to the watchlist

From signal to product idea — with reasoning you can show your team.

AGENCIES

Brief clients with a market view.

  • A portfolio view across every client category
  • Market moves evidenced, not asserted
  • Recommendations with a chart and a source

One workspace per client — brands and categories kept apart.

PRODUCT

Watch the lifecycles.

  • Category lifecycles across Amazon and social
  • Emerging to faded in one workspace
  • A seasonal planner with lead times

Amazon and social signals in one place — no more tab-switching.

A price that fits your market.

Every team watches different categories. You get an offer based on categories, marketplaces and team size — transparent and with no hidden costs.

CUSTOM QUOTE

On request

Calculated by categories, marketplaces and team size — all features included.

  • All team members included in the price
  • API and MCP access included
  • No setup fee
  • Cancel monthly

Still deciding?

Not sure Torch Trends is right for you?

Let ChatGPT or Claude do the research. You'll get an honest assessment — strengths, caveats and all.

AskChatGPTAskClaude

Takes the question straight to your assistant — no typing needed.

TORCH TRENDS

See your market the way no one else can yet.

In a live demo we'll show you ranking, the white-space radar and the analyst chat on real market data from your categories.

Live demo with real market data · GDPR-compliant · EU hosting