01
FRAME
Frame the decision
Start with a product launch, GTM, competitor or messaging question.
Business questionWhat should a 10K magnetic power bank prove before launch?
AI × OVERSEAS CONSUMER INTELLIGENCE
Turn fragmented consumer signals into evidence-backed GTM decisions.
A portfolio-grade research system that connects market signals, consumer voice and competitor evidence — then converts them into Product Action, GTM Action and Next Validation.
18current case evidence summaries
8competitor / retail signals
0API keys required for recruiter demo
✓ Traceable evidence✓ Decision guardrails
Google Shopping•Walmart Reviews•Reddit / Forums•YouTube•Google Trends•CSV / JSON•Social Listening Export•Google Shopping•Walmart Reviews•Reddit / Forums•YouTube
01 · PRODUCT EXPERIENCE
Built around a business decision, not around a chatbot.
The model is useful only after evidence is scoped, normalized and made comparable.
02
GROUND
Build the evidence layer
Normalize search, retail, community and imported data with source, market and date boundaries.
RedditWalmartYouTubeTrends
03
STRUCTURE
Structure consumer voice
Extract topics, drivers, barriers, scenarios and purchase impact with auditable evidence.
Portability & slimness9 evidence · 2 sources
04
DECIDE
Turn signals into action
Prioritize opportunities and state Product Action, GTM Action and the next validation step.
PRODUCTBenchmark thickness + thermalsGTMProve one-hand use
02 · DECISION WORKSPACE
Five surfaces. One research chain.
Designed for scanning first, drilling into evidence second.
InsightFlow / Magnetic Power BankCurated case · 18 current + 14 baseline
RECOMMENDED DECISION
Prioritize usable-in-hand slimness and thermal stability before adding more capacity.
PRODUCTBenchmark thickness + thermals
GTMLead with attached-use portability
VALIDATERun 5-device fit benchmark
WHY
Portability & slimness · 9 rows · 2 sources
03 · PROOF OF GENERALIZATION
Same logic, different categories.
The project is deliberately tested beyond one hard-coded product category.
01
FLAGSHIP
Magnetic Power Bank
A two-period evidence snapshot for portability, thermals, device fit and GTM proof points.
US / AUPORTABILITY
BEFORE
CAPACITY.Evidence-backed launch hypothesis
BEFORE
CAPACITY.Evidence-backed launch hypothesis
02
TARGET-COMPANY CASE
Insta360 X6
A launch case asking whether workflow maturity can become a stronger moat than hardware specs alone.
Open X6 case →CREATOR WORKFLOWHARDWARE
ISN'T THE
WHOLE STORY.Record → Reframe → Export → Share
ISN'T THE
WHOLE STORY.Record → Reframe → Export → Share
04 · RESEARCH INTEGRITY
The system is designed to know when not to claim something.
Evidence confidence
Sample size and source diversity affect confidence. A score is prioritization, not certainty.
Cross-market comparability
US vs AU consumer conclusions are blocked unless comparable voice sources exist in both markets.
Stable architecture
Live connectors are optional. CSV/JSON import keeps Reddit, TikTok, Instagram or social-listening exports usable without fragile scraping.
TRY THE PRODUCT
See the decision chain, not just the dashboard.
The public demo uses a saved evidence snapshot, so it is fast, safe and does not consume the owner’s API quota.