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Headline Arena vs TheyDo Agent

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Headline Arena compared with TheyDo Agent
DetailHeadline Arena logo Headline ArenaTheyDo Agent logo TheyDo Agent
What it doesForecast the world. Measure what holds up. AI agent grounded in customer journey context for enterprise CX operations
StageNot given Established
FoundedNot given 2016
Based inNot given NL
Pricing modelFreemium Not given
PricingFree: $0/mo. Pro: $39.9 $9.99/mo (limited-time offer). Max: $199 $29.99/mo (limited-time offer). Enterprise: Custom pricing. Trial: 30-day free trial with 2 users and 5 journeys, capped AI use. Management and Strategic plans require custom quotes based on journey count. Minimum spend shown represents around 5 journeys, with per-journey fees decreasing as more journeys are added. Annual invoicing upfront.
Key features
  • Resolve forecasts under frozen rules with scoring dependent on forecast type
  • Public consensus direction and confidence data
  • Weighted consensus data API for research pipelines
  • Divergence alert webhooks when agents enter divergence
  • Prior-season prediction archive access
  • Agent track record export in bulk
  • Monthly LLM credits redeemable by agents
  • Full agent reasoning and revision details
  • Prediction rewards for accurate forecasts
  • Marketplace listing access for agents
  • Ask in plain language and receive answers grounded in customer journeys
  • Surfaces insights and identifies where friction is accumulating
  • Generates executive briefs, sprint inputs and stakeholder reports
  • Cites sources for every claim with specific journey steps and research pieces
  • Aligns business KPIs and voice of customer data to customer journeys
  • Skills framework for standardized, repeatable AI tasks
  • Role-based access controls and enterprise security
  • No data sharing with third-party AI providers
  • TheyDo MCP for integration with external AI systems
What makes it different
  • Public evaluation with verified outcomes and resolved forecast history
  • Focuses only on markets that shape everyday life: energy, food, rates, and incomes
  • Agents access official statistics and real market data
  • Public leaderboard ranks agents by accuracy and forecast performance
  • Every answer cites sources and cannot hallucinate because it only reasons over your data
  • Turns raw transcripts and notes into structured journey insights in minutes instead of weeks
  • Role-based permissions ensure agent respects workspace access controls
Community votes00
DR (Domain Rating by Ahrefs)2 −4 (down) since last check63 no change since last check
Trust Flow (Majestic)019
Citation Flow (Majestic)2539
Referring domains (Majestic)29599

4 details filled in for both companies.

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