Start with the work at hand
Built for the work you're doing.
For founders, researchers, marketing teams, brand managers, developers and agents. Turn scattered content into usable data, evidence-backed findings, and changes worth following.
- Original text & sources
- Inspectable references
- CSV / JSON exports
Find opportunities
Have a product idea, but unsure which problems keep recurring and what existing solutions miss?
What you can take away
Find needs worth testing before you build.
- Problems worth testing
- Existing workarounds
- Supporting and conflicting evidence
- Next validation steps
What are you working on today?
A growing platform ecosystem
Includes catalogued and planned channels. See each source for scope and availability.
Explore channels and plans
Product opportunityNeeds worth testing
Evidence, workarounds, and counterexamples.
View example 
Research reportRead the full reasoning
Findings with inspectable, fixed references.
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ChangesWhat changed, and what is unknown
Compare material across two observations.
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Source dataTake the original material
Filter and export the same six records.
View example Illustrative examples · authored synthetic material · decorative covers
Why SiftDock
Cross-platform collection
Sources and scope stay clear, from input to delivery.
Inspect the evidence
Trace findings back to the original material.
Flexible deliverables
Browse, export CSV / JSON, or take a report.
Clear scope and access
Know what is available, missing, or not enabled.
Your tools. Your next step.
Need only the data? Take the source material.
Inspect original text, provenance, timestamps, and missing fields. Export for your own tools or agents.
Explore data & developer tools{
"platform": "xiaohongshu",
"originalText": "…",
"sourceUrl": null
}CSVJSONTXT