Market & Competitive Intelligence
Competitive Intelligence Radar
Detect what actually changed across competitors and explain why it matters.
Create ongoing collection, change comparison, evidence retention, impact analysis, threat and opportunity review, and recommended actions for selected competitors rather than a one-off report.
Discuss the scopeChanges, evidence, and analyst review
Composed around your scope
Reference operating scenario
Typical objects, ownership, and next actions explain how this system works; this is not a live product.
Source diff
Signal change diff
Source A · previous
Detect important market changes earlier
Awaiting comparison
Source B · current
Move intelligence into product and marketing action
Change awaits review
Fields, access, and integrations are confirmed per project
Does this sound familiar?
01
Competitor research depends on manual searches and screenshots, and the information is stale by the time it is complete.
02
Market signals lack source, date, and confidence records, so the team cannot separate facts from interpretation.
03
Research reports do not lead into product, sales, or content actions and are quickly forgotten.
Evidence and boundaries
Client Case
SNAPOP / LinkinPro
A multi-tenant content operations system connecting company knowledge, market signals, Wiki, creation, review, and publishing preparation.
Some external collection, video generation, and platform publishing capabilities require customer credentials and platform-specific acceptance.
Concept Preview
SocialPulse
A multi-platform social collection and AI analysis experiment for local intelligence and desktop delivery.
Platform collection stability, authorization boundaries, data normalization, and production monitoring are incomplete.
How it works
01
Continuous monitoring
Collect authorized public signals by source and cadence.
02
Change comparison
Compare versions and retain original evidence.
03
Why it matters
Separate routine updates, risks, opportunities, and unknowns.
04
Brief & action
Route important changes to responsible teams and follow-up tasks.
What can change?
Website, product, pricing, content, hiring, and market signals enter a sourced change queue.
- Detect important market changes earlier
- Move intelligence into product and marketing action
What we can build
01
Targets, sources, and collection policies
02
Change comparison, evidence, and significance scoring
03
Intelligence briefs, opportunities, and action queue
Example system
Competitive Intelligence RadarThe reference build makes business objects, states, and workflow visible; it is not presented as client work.
Change radar
Concept Preview
Active
Collect authorized public signals by source and cadence.
Competitive research relies on ad hoc searches, so important changes surface weeks late.
Customizable to business boundaries
Reusable modules
Market research
Source snapshots, research briefs, and opportunity judgments
Trend and competitor monitoring
Signal snapshots, change reports, and action recommendations
Evidence ledger
Citable evidence, conflicts, and approval state
Cited assistants
Cited answers, confidence cues, and feedback entry points
Decision dashboards
Layered metrics, anomalies, explanations, and action queues
Start from the current problem, without choosing technology first.
Share the current state, roles, available data, and first required outcome; we will define the reuse, integration, and custom boundary.