For the complete documentation index, see llms.txt. This page is also available as Markdown.

3. Unified Screener - KPI Forecasts, Trackers, Data Source KPIs, Exploding Trends, Upcoming Earnings

Overview

The Unified Screener is the main workflow for finding investable signals across TickerTrends.

It brings five views into one place:

  • Forecasts

  • Trackers

  • Data Source KPIs

  • Exploding Trends

  • Upcoming Earnings

Each tab answers a different question.

  • Forecasts — What does TickerTrends predict versus Street expectations?

  • Trackers — Which company-level trackers are accelerating or decelerating?

  • Data Source KPIs — Which raw underlying data points are strongest?

  • Exploding Trends — Which keywords are breaking out fastest right now?

  • Upcoming Earnings — Which near-term reports look most actionable?

Shared screener workflow

All five tabs follow the same core layout.

On the left, users refine the universe with filters such as:

  • Universe — public, private, or both where relevant

  • Sector

  • Country

  • Market Cap

  • Catalyst Signals

Additional filters appear depending on the tab. These include items such as:

  • Market Expectation

  • Max Avg MOE

  • Funnel Momentum

  • Tracker Type

  • Acceleration

  • Direction

  • Trend Type

  • Category / Sector

  • Match Strictness

  • Chart Period

  • Moving Average

At the top of the screener, users can also:

  • Apply filter shortcuts

  • Type a plain-English request into the prompt bar

  • Click Apply filters

  • Toggle Generate summary

  • Save a screen

  • Customize visible columns

The natural-language filter bar is especially useful. Users can describe what they want, such as fast-rising consumer names or accelerating awareness, and TickerTrends will map that request to the right filters and tab.

The Exploding Trends tab is the least modeled keyword-discovery view.

It surfaces raw, fast-moving terms from the selected dataset and ranks them using breakout logic such as outlier score and growth across multiple time windows.

This tab is designed for sourcing ideas before they become obvious.

What it shows

Users can scan keywords by:

  • 1W

  • 3M

  • 6M

  • 1Y

  • 2Y

  • Started

Users can also switch between:

  • Table

  • Cards

  • Heat map

And optionally show:

  • Category

  • Ticker

Trend type coverage

The data type picker spans many source groups, including:

  • Search and discovery

  • Social media

  • Social accounts

  • Web and traffic

  • Mobile apps

This allows users to run the same workflow across Google Search, TikTok views, Reddit mentions, Web Traffic, mobile app usage, and many other data types.

Filters

Exploding Trends supports detailed controls such as:

  • Direction — up or down

  • Trend Type

  • Category / Sector

  • Match Strictness

  • Chart Period

  • Moving Average

  • Chart Options

  • Sort by outlier score

In Cards view, each result also shows:

  • A mini chart

  • Related categories

  • Related tickers

  • Start date

  • A direct Analyze action

This makes the tab useful for both scanning and immediate follow-up research.

Upcoming earnings

The Upcoming Earnings tab is a forward calendar for covered tickers over the next 14 days.

It is designed to help users prioritize which reports are worth deeper work right now.

What it shows

The screen organizes companies by reporting day and displays:

  • Ticker and company

  • Number of detected catalysts

  • Whether a catalyst is new

  • Estimated beat or miss versus Street

  • KPI-level predicted values versus Street

Users can also toggle Report Time Est. where available.

This turns the calendar into a pre-earnings triage tool rather than just a schedule.

Email alerts and daily digest

Users can subscribe to receive alerts whenever KPI forecast revisions are published.

Alerts include:

  • The updated forecast

  • Revision detail

  • A direct link for deeper analysis

Users can also enable the Daily Digest Email from the alert controls in the top-right of the platform.

This is useful for staying current on:

  • New revisions

  • Fresh catalysts

  • Screen changes

  • Platform-wide updates

Best use cases

  • Find companies where internal forecasts diverge from consensus

  • Rank accelerating trackers across consumer, social, and developer signals

  • Validate modeled outputs with raw data-source detail

  • Discover fast-moving keywords before they reach mainstream coverage

  • Prioritize the most actionable earnings reports in the next two weeks

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