You have options. Here is why this one is different.
We are not trying to replace Bloomberg or compete with free AI chatbots. We sit in a space nobody else occupies: structured, opposition-tested thesis intelligence for self-directed ETF investors.
Head-to-head
Seeking Alpha
Investment researchSingle-author articles and stock picks. No structured thesis model, no mandatory opposition, no ETF expression mapping.
Conviction Scout: We synthesise across sources, mandate counter-arguments, and map theses to ETFs — not individual stocks.
Bloomberg Terminal
Institutional dataWorld-class data for institutional traders at ~$25,000/year. Raw news feed without thesis structure or opposition.
Conviction Scout: We give self-directed investors thesis-level intelligence with provenance — at a fraction of the cost.
eToro / Social Trading
Social investingCopy-trading optimised for action, not understanding. Popularity drives visibility. No evidence trails.
Conviction Scout: We optimise for understanding, not copying. Evidence quality determines visibility — not follower count.
AlphaSense
AI researchNLP search across filings and transcripts for institutions at ~$10,000/year. No commentary synthesis or opposition.
Conviction Scout: We focus on commentary synthesis, structured opposition, and ETF expression — designed for retail investors.
ChatGPT / Generic AI
General-purpose AICan summarise articles on demand. No longitudinal tracking, no opposition, no confidence scoring, no provenance.
Conviction Scout: ChatGPT doesn't track who changed their mind, cross-reference 6 months of commentary, or show you the strongest objection to what you just read.
Newsletters & Podcasts
Content creatorsIndividual perspectives without structured counter-arguments. No way to compare or track evolving views over time.
Conviction Scout: We consume their content upstream and structure it — so you see where voices agree, disagree, and evolve.
What only Conviction Scout does
Mandatory opposition
Every material thesis shows its strongest counter-case. Nobody else does this.
Evidence provenance
Full chain from source → claim → thesis → ETF expression. Every step auditable.
Community-audited quality
Reputation is multi-dimensional and domain-scoped — not popularity-driven.
ETF expression mapping
Translates macro views into diversified ETF positions, not single-stock bets.
Market conditions awareness
Portfolio context is conditioned on macro state, not just thesis direction.
Commentator accuracy tracking
See whether a commentator actually changed their thesis — or just changed their headline.
Most professional analysts do not systematically track the strongest objection to every position they hold. With Conviction Scout, you will.