Research-Backed Trend Analysis

What Research-Backed Trend Analysis Does

The system queries with your industry context, niche, target audience, and brand keywords. It returns 5 trend opportunities per scan, each including:

• Research-backed data points with citations
• Pillar potential score (0-100)
• Suggested content angle
• Classification as pillar content, trend brief, or spoke article

How It Differs from Other Trend Sources

| Source | Signal Type | Best For |
|--------|-------------|----------|
| Deep Research | Research studies, reports, market analysis | Authoritative pillar content, thought leadership |
| Google Trends | Search volume changes | Seasonal patterns, breakout queries |
| Social Listening | Engagement spikes, hashtags | Viral moments, cultural conversations |
| Industry Publications | Article scraping | Breaking news, competitor coverage |

Deep research excels at finding durable, research-backed topics that warrant comprehensive content. Google Trends shows what people are searching for right now. Both are valuable for different content strategies.

What Trends Can Be Detected

ILLIXIS identifies developments that are:

• Backed by research data (studies, surveys, market reports)
• Relevant to your niche (filtered by your brand context)
• Content-worthy (scored for pillar potential)

Examples of what it finds:

• Market shifts with supporting statistics
• Consumer behavior changes cited in reports
• Industry innovations with adoption data
• Regulatory changes with compliance studies

What it filters out:

• Seasonal patterns already well-covered
• Celebrity news or ephemeral events
• Topics without data backing
• Generic industry terms

Viewing Research-Sourced Trends

Navigate to Discover > Market Intelligence > Trend Intelligence to see trends discovered via deep research.

Each trend displays:

• Title and summary
• Relevance score (0-100, color-coded)
• Content type badge: Pillar (80+), Brief (50-79), or Spoke (<50)
• Research badge indicating deep research as the source
• Key data points with source citations

Click any trend to see full details including:

• Why this matters to your audience
• Suggested content angle
• Data points with citations
• Source URLs for fact-checking

Automation Schedule

Trend scans run automatically every Monday at 6:00 AM. The scan:

1. Checks your account configuration
2. Builds a research query using your industry, niche, and brand keywords
3. Runs deep research (60-day lookback by default)
4. Parses and scores the 5 returned trends
5. Creates TrendIntelligence records for review

You can also run a manual scan anytime from the Trend Intelligence page by clicking Run Scan.

Acting on Research Trends

Create a Brief

1. Review the trend details and suggested angle
2. Click Create Brief
3. Select brief type based on the pillar potential score:

• 80+: Create a pillar content brief (comprehensive, 2000+ words)
• 50-79: Create a trend brief (timely, 1000-1500 words)
• <50: Create a supporting article or skip

Accept or Dismiss

• Accept: Marks trend as reviewed and ready for content
• Dismiss: Removes from active list (still visible in history)

Review Citations

Before creating content, click through to the cited sources. Verify:

• Data is current (check publication dates)
• Sources are credible for your industry
• Statistics match what was summarized

Limitations and Best Uses

Best Uses

• Pillar content planning: High-scoring trends warrant 2000+ word comprehensive guides
• Thought leadership: Research-backed trends support authoritative positioning
• Content calendars: Weekly scans provide a steady pipeline of validated topics
• Competitive differentiation: Data-backed content stands out from opinion pieces

Limitations

• 60-day lookback: Very recent developments may not appear
• 5 trends per scan: Limited quantity (by design, for quality)
• Research bias: Topics without formal research may be underrepresented

When to Use Other Sources Instead

Use Google Trends or Topic Intelligence (publication scraping) when:

• You need high-volume, breakout topics
• You want seasonal or event-driven content
• You need faster response to news cycles
• You want more than 5 topics per scan

Deep research is for quality over quantity. Use it to identify anchor content for your content strategy, then supplement with other sources for supporting articles.