UGC creator operations
Rising+27%Search, contentWorkflow language is becoming more commercial
Market research automation
Automate the research you keep repeating.
Sibyl does not automate judgment. It automates the monitoring layer: keeping markets visible, detecting movement, attaching evidence, and preparing the brief.
Recurring monitoringSource-backed signalsBrief workflowLess tab switching
MarketSignalMomentumEvidence
AI sales research
Emerging+14%SERP, newslettersInterest split between prospecting and enrichment
Newsletter tools
Stable+2%Search, YouTubeStable demand with weaker acceleration
Automation without black boxes
Automate collection and synthesis, keep judgment with the team.
Sibyl helps teams avoid rebuilding the same research while keeping the reasoning visible enough to trust.
MarketSignalMomentumEvidence
UGC creator operations
Rising+27%Search, contentWorkflow language is becoming more commercial
AI sales research
Emerging+14%SERP, newslettersInterest split between prospecting and enrichment
Newsletter tools
Stable+2%Search, YouTubeStable demand with weaker acceleration
What gets automated
Sibyl handles the recurring monitoring layer.
The product is designed for teams that already know market research matters, but cannot afford to rebuild it manually every week.
Keep topics and niches under observation after setup.
Surface shifts in attention, maturity, evidence, and saturation pressure.
Convert market movement into a short read that can be reviewed, shared, or acted on.
What stays human
Automation should make judgment easier, not invisible.
Sibyl gives teams a structured read, but keeps strategy, prioritization, and execution in human hands.
Your team chooses the markets and angles that matter.
Sibyl can suggest a read; the team chooses the move.
Use briefs as inputs for launches, content, client work, and strategy.
FAQ
Automation that supports market judgment.
Does Sibyl scrape random data?
The product is designed around structured monitoring and user-facing evidence, not raw provider output.
Can it create reports automatically?
Sibyl prepares briefs and monitoring reads so teams can review and share the important changes.
Is this useful before we have a research team?
Yes. A small team can start with a focused market queue and use automation to protect time.
Automate the repeatable part
Stop rebuilding market research from scratch.
Choose the topics once, keep the monitoring alive, and review the movements that deserve action.