Find the signal
Start with the question, then identify public pages and official sources that can answer it responsibly.
Independent data research
A clearer read on the markets you work in.
Siftly Data turns scattered public information into structured signals you can actually use: carefully sourced, thoughtfully cleaned, and built around a real question.
Small by design. Careful by default.
FIELD NOTE / 001SAMPLE FORMAT
MARKET PULSE
What is picking up?
01Search interestRISING
02New listingsSTEADY
03Price movementWATCH
Illustrative layout only. No live or customer data shown.
FROM RAW SIGNALTO CLEARER PICTURE
PUBLIC DATA, THOUGHTFULLY SOURCEDMARKET SIGNALS, MADE USEFULBUILT AROUND YOUR QUESTION
01 What we do
Less noise.
More signal.
The internet is full of useful information. It just rarely arrives in a form that helps you make a decision.
Make it usable
Normalize messy records, track meaningful changes, and document where the data comes from.
Keep it current
Shape a repeatable dataset or concise brief around the cadence and format your work actually needs.
02 Current research
Looking for the
useful edge.
These are early areas of investigation, not off-the-shelf products. The next step is talking with people who know the problem firsthand.
A better view of what shoppers are looking for.
Investigating how public marketplace signals could help independent Etsy sellers understand shifting search terms, crowded categories, and emerging product interests.
Talk about this areaResearch scope depends on source access, platform terms, and buyer needs. No platform guarantees or data coverage are implied.
03 The standard
Useful data starts
with good judgment.
Responsible sources
Public information and official APIs, with platform terms and access limits taken seriously.
Clear provenance
Know where a record came from, when it was observed, and what it can and cannot tell you.
Built for a decision
Clean, relevant data over giant exports that leave all the interpretation to you.
Have a question worth answering?
Let's find the
signal in it.
Tell me what you are trying to understand. We can start with the question, not a pitch deck.
drew@siftlydata.com