Helping people understand what makes content perform.
CreatorSift transforms supported public creator data into understandable performance patterns, historical tracking, comparisons, reports, and explainable AI insights.
Creator data is everywhere. Useful answers are not.
Creators and teams spend hours opening profiles, comparing videos, checking posting patterns, and rebuilding research in spreadsheets.
Even after collecting the numbers, the most important question often remains unanswered: what should we learn from them?
CreatorSift exists to turn public performance information into understandable evidence and practical next steps, eliminating guesswork for creators and managers.
More data does not automatically create better decisions.
"Analytics should not stop at showing what happened. They should help people understand why it happened and what deserves to be tested next."
Make creator-performance intelligence understandable and actionable.
Give every person working with creator content a clearer way to discover meaningful patterns, evaluate performance, and decide what to test next.
Build the trusted intelligence layer for the creator economy.
Create a transparent system through which creators, agencies, and brands can understand public performance without relying on disconnected dashboards and manual spreadsheets.
From public information to understandable decisions.
Our data engine models creator metrics step-by-step through a clear pipeline.
Collect
Organize supported public profile, content, and performance information.
Calculate
Create consistent rankings, comparisons, and performance signals.
Track
Save snapshots so change can be observed after monitoring begins.
Explain
Use structured evidence to produce understandable AI-supported insights.
CreatorSift Data Category Classifications
| Label Category | Technical Definition |
|---|---|
| Public | Information available from a supported public source. |
| Calculated | A value calculated by CreatorSift from collected public information. |
| Tracked | A change measured from multiple CreatorSift snapshots. |
| AI Insight | An interpretation based on available structured information. |
| Unavailable | Information that is not publicly exposed through the supported source. |
The standards behind every CreatorSift decision.
Evidence before opinion
Recommendations should connect to observable or calculated performance signals.
Transparency by default
Users should understand where every metric and insight comes from.
Useful over complicated
Analysis should make the next decision clearer rather than adding another dashboard.
Respect for public data
Supported public information should be handled responsibly and with clearly communicated limitations.
One intelligence workflow. Five capabilities.
SiftScan
Organize a supported creator's public profile, content, and visible performance information.
SiftTrack
Save snapshots and understand how public metrics change after tracking begins.
SiftCompare
Put creator performance in context using consistent comparison signals.
SiftAI
Explain observed patterns and suggest evidence-backed questions or experiments.
SiftReports
Turn analysis into clear reports for creators, clients, and internal teams.
Built for everyone making decisions about creator content.
Creators
Understand what the strongest videos have in common and which ideas deserve another version.
Agencies
Research competitors and communicate client performance without rebuilding spreadsheets.
Social-media managers
Identify repeatable topics, formats, timing, and content patterns.
Brand teams
Evaluate public creator performance with transparent and consistent comparison signals.
Built by people who believe creators deserve better intelligence.
CreatorSift is currently founder-led and is being built with a focused network of engineering, design, data, and creator-economy contributors.
We label what we know—and what we do not.
CreatorSift separates publicly reported stats from computed indexes, snapshot tracking curves, and metrics that cannot legally be scraping-indexed.
Operational Boundaries & Disclaimers
- Historical growth starts updating only after tracking of a profile begins.
- Public metrics can carry processing delays, change warnings, or suppression tags.
- Cross-platform comparisons use directional index equations rather than exact metrics.
- AI explanations are estimates and should not be the sole basis for business decisions.
- CreatorSift does not guarantee views, subscribers, revenue, or content virality.
Clear policies. Clear responsibilities.
Stop guessing what makes content work.
Analyze a supported public creator profile and uncover the videos, patterns, and signals worth paying attention to.