Competitive Library
Embeddings + Evidence
Store competitor and client pages in embeddings. Extract structured claims, proof points, offers, and metadata. Every insight links back to evidence, not guesswork.
Every Competitor Page, Structured and Searchable
From raw HTML to semantic search—with full evidence trails for compliance
Page Ingestion
Crawl competitor and client pages automatically—product pages, landing pages, case studies, pricing, docs.
Vector Embeddings
Store page content as embeddings—enabling semantic search, similarity detection, and claim extraction at scale.
Metadata Extraction
Extract structured data: title, meta description, H1-H6, schema markup, Open Graph, pricing signals, CTAs.
Claim & Proof Extraction
Identify claims (features, benefits, guarantees) and proof points (case studies, stats, certifications, awards).
Side-by-Side Comparisons
Compare your pages vs. competitor pages on the same topic—with structured diff of claims, proof, and CTAs.
Evidence Links
Every insight traces back to source page, screenshot, timestamp, and crawl run—full audit trail for compliance.
Ingest → Structure → Query
Turn competitor websites into a queryable knowledge base with evidence links
Ingest
Crawl competitor and client pages, extract full HTML and text, store screenshots for change detection.
Structure
Generate embeddings, extract claims and proof points, tag by topic, persona, and journey stage.
Query
Ask natural language questions: "What security claims do competitors make?" Get answers with source links.
Proof-Led Competitive Intelligence
See what competitors claim, prove, and position—with source links for every insight
Competitive Proof Gap Report
See which claims competitors make with proof vs. which claims you make without proof—by topic and persona.
Landing Page Comparison Matrix
Side-by-side view of your landing pages vs. top competitors—with structured diff of value props, proof, and CTAs.
Semantic Search Library
Ask: "Show me all competitor claims about integrations"—get answers with source pages and confidence scores.
Proof Point Catalog
All case studies, stats, certifications, and awards from competitors—tagged by category and recency.
Content Improvement Briefs
For each of your pages, see which competitor proof patterns you're missing—with recommendations and examples.
Change Alerts
Get notified when competitor pages add new proof points, change pricing language, or launch new product pages.
Every Claim Traces to Source Page
Screenshot Archive
Every page crawl includes a screenshot—so you can verify insights and show "before/after" change reports.
Version Control
Track every version of every page over time—with diff view for text, metadata, and structure changes.
Confidence Scoring
AI-extracted claims include confidence scores—so you know which insights to trust and which to verify manually.
Export with Sources
All reports include source URLs, crawl dates, and screenshot links—ready for legal or compliance review.
Build Your Competitive Library
Start with your top 5 competitors and get a proof gap report in 72 hours.
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