Daily Spotlight — Topic Tracker

Every day, SpinkillerAI's Topic Tracker generates a briefing spotlighting the most significant contradictions, position changes, and narrative shifts across all tracked public figures. Sourced from primary documents with direct citations.

What the Daily Spotlight Covers

  • The day's most significant documented contradictions
  • New statements that conflict with prior documented positions
  • Narrative drift alerts across tracked topics
  • Primary-source citations for every item
Read today's Spotlight Topic Tracker home
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