Topic Tracker Help & Documentation

Topic Tracker is an AI-powered research tool for tracking public figures' statements across any topic. This page covers how to get started, create topics, build dossiers, and generate intelligence reports.

Getting Started

Topic Tracker organizes research around topics and public figures. You create a topic (any subject you want to investigate), add the public figures whose statements on that topic you want to track, and SpinkillerAI handles the sourcing — finding and citing primary-source documents for every statement.

Key Concepts

  • Topic — the subject you want to research (e.g. "immigration policy", "climate change", "tax reform")
  • Public Figure — any person with a documented public record you want to track on a topic
  • Dossier — an AI-generated summary of a public figure's documented positions on a topic, with primary-source citations
  • Full Report — a comprehensive intelligence report covering all tracked voices on a topic, with an executive summary
  • Comparison — a side-by-side analysis of two voices on a topic, surfacing agreements, contradictions, and key differences

Contact and Support

Topic Tracker is part of the SpinkillerAI platform. For questions or support, visit our help documentation or contact us through the SpinkillerAI website.

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Find the Quote. Expose the Spin.

Topic Tracker — Comparative Public Figure Analysis

Research any topic across multiple public figures simultaneously. Topic Tracker builds intelligence dossiers, generates full reports, and shows who agrees, who contradicts, and how narratives evolve — all sourced from primary documents.

Open Topic Tracker

How Topic Tracker Works

  1. Create a topic — any subject you want to research (e.g. "climate policy", "immigration", "tax reform")
  2. Add the public figures you want to track on that topic
  3. SpinkillerAI researches each figure's documented statements, organized by date and source
  4. Build dossiers, run side-by-side comparisons, and generate full intelligence reports

Key Features

  • Side-by-side comparison — compare any two voices on any topic with primary-source citations
  • Intelligence dossiers — per-figure summaries of documented positions on a topic
  • Full intelligence reports — comprehensive reports covering all tracked voices with executive summaries
  • Narrative drift detection — surface position changes over time
  • Daily Spotlight — AI-generated briefings on the day's most significant contradictions
  • Shareable URLs — permanent links for every dossier and report

Topics and Public Figures

Topic Tracker organizes research around two dimensions: topics and people. Create a topic for any subject you want to investigate, then assign the public figures whose positions on that topic you want to track. SpinkillerAI handles the sourcing — every statement is tied to a verifiable primary document.

Browse topics Browse public figures

Part of SpinkillerAI

Topic Tracker is part of the SpinkillerAI accountability platform, which also includes:

  • Spin Tracker — investigate any single public figure for flip-flops and contradictions
  • Claim Tracker — fact-check any individual claim against primary sources