DeepsiftPrimary research at scale
AI agents investigate companies, products and customer behavior in parallel—creating original data and uncovering overlooked changes.
An information advantage, built from the source.
We classified 307 archived community posts to measure the change.
“I haven’t seen a single print I have to have in like two years.”r/LillyPulitzer · 5 Aug 2026
Selected research
Some users described StickerPix as a rebranded Liene PixCut S1. We compared the wireless hardware and certification records.
Different hardware and certification chains contradict the straight-rebrand theory.
YETI’s U.S. drinkware drag is concentrated in handled straw mugs, a line it is actively retiring.
The research found substitution within this segment; broad brand-level substitution was not observed.
Primary research at scale
Agents collect original evidence, build datasets and investigate meaningful changes as they unfold.
Our agents collect evidence from customer discussions, product listings, pricing, availability, original records and phone surveys. Many investigations run in parallel, giving us the breadth to pursue overlooked communities and clues whose importance is not yet obvious.
Deepsift“I haven’t seen a single print I have to have in like two years.”r/LillyPulitzer · 5 Aug 2026
Some questions need data nobody has assembled. Our agents collect observations, classify them and make comparisons across products, companies and time. Scattered evidence becomes something we can measure, check and investigate.
Apr–Sep 2025
Oct 2025–Sep 2026
One self-selected community. Mostly title-based classifications; posts, not customers.
Inspect the dataset & methodAn unusual observation starts an investigation. Agents follow the evidence, compare explanations and check original records. The research establishes what the evidence supports, what it contradicts and what remains unresolved.
Is StickerPix just a rebranded Liene printer?
Compared against the FCC certification records
Different hardware and certification chains contradict a straight rebrand.
Agents revisit sources, compare new observations with earlier measurements and connect relevant findings across companies. Research accumulates, so a shift in pricing, availability or customer behavior can prompt a deeper investigation as the evidence develops.
New evidence has a history to compare against.
A fan describes dress lengths and older purchases.
SourceA customer questions the appeal of recent prints.
SourceOther fans push back on the criticism.
SourceThe post archive is collected for the study.
SourceSelected dated sources from the archived Lilly study.
Explore the research recordPublic information can still be difficult to find, expensive to assemble or hard to interpret. Scaling both collection and investigation lets us pursue questions that would otherwise go unanswered.
That creates opportunities to understand meaningful changes before they become widely recognized.
For investors and their agents
Read on web or mobile. Bring the same findings and evidence into your own tools.