RG
Research Graph

Multi-source discovery that ranks every opportunity by real impact

Stop guessing what content to create. Research Graph analyzes SERPs, site crawls, and APIs to surface ranked opportunities with evidence links and risk flags built in.

Impact at Scale

10,000+
Opportunities/day
4.2x
Faster discovery
94%
Risk accuracy
0
Thin content
What you get:
  • Evidence-linked insights
  • Impact vs effort scoring
  • Risk flags and warnings
  • Competitor gap analysis
  • Topic clustering
SERP Intelligence

Real-time analysis of search results, featured snippets, and user intent patterns.

Site Crawl Integration

Deep crawls identify content gaps, technical SEO issues, and optimization opportunities.

How Research Graph Works

Four-stage discovery pipeline that turns raw data into ranked, actionable opportunities

1
Collect

Multi-source data ingestion from SERPs, site crawls, APIs, and competitor analysis

2
Deduplicate

AI-powered signal deduplication and noise filtering across all data sources

3
Score

Impact vs effort ranking with evidence links and confidence intervals

4
Flag

Automated risk detection for duplication, cannibalization, and thin content

Features that give you the edge

Built for performance teams who need speed, accuracy, and evidence-backed decisions.

Topic Clustering & Intent Mapping

Automatically groups related keywords and maps user intent patterns. Identifies content cluster opportunities and prevents keyword cannibalization before it happens.

  • Semantic keyword grouping
  • Intent classification (buy/research/navigate)
  • Cluster gap analysis

Evidence-Linked Insights

Every recommendation comes with source links, confidence scores, and reasoning. No black box decisions—see exactly why each opportunity matters.

  • Source attribution and links
  • Confidence scoring
  • Historical trend analysis

Risk Flags & Quality Gates

Built-in safeguards flag potential issues before they become problems. Duplicate detection, thin content warnings, and cannibalization alerts.

  • Duplication detection
  • Thin content warnings
  • Cannibalization alerts

Competitor Intelligence

Track competitor content strategies, identify gaps in their approach, and find opportunities they're missing. Stay ahead of the competition.

  • Competitor gap analysis
  • Strategy tracking
  • Opportunity identification

Ready to discover your next big opportunity?

See Research Graph in action with your own data. 90-day pilot program available.

Talk to Us