What Toldmark can do today — and what's next.
Toldmark only shows what it can actually deliver right now. Everything below is either live in the product today, or explicitly not built yet — nothing in between.
Available today
- Search what a creator, host or guest said.
- Search people, organizations, events and topics.
- Compare statements across videos.
- Find earlier and later statements.
- Trace basic changes over time.
- Look up video and episode facts.
- Open exact timestamped evidence.
- Ask conversational follow-up questions.
- Refuse unsupported answers.
Planned — not built yet
On the roadmap, not available in the product today.
- PlannedDedicated contradiction detection
- PlannedExact count mode
- PlannedTone and certainty analysis
- PlannedExhaustive archive review
- PlannedTimeline reconstruction
- PlannedClaim verification
- PlannedCross-archive comparison
- PlannedRelated-source discovery
- PlannedHigher-precision result ranking
- PlannedVerified speaker attribution (who said what)
Speaker attribution
Toldmark can retrieve relevant passages from multi-speaker videos, but for videos without verified speaker labels it may not be able to determine which speaker said a particular statement. In those cases, Toldmark will provide relevant context without presenting the attribution as verified.