cyberneticlibrary

Profile competitors with scraping and SEO data

competitor-profilingskillsetup L228,686
coreyhaines31/marketingskills

Causal-lift measurements

seo-competitor-analysis-8pp vs no-skill baselinewith-skill 76% · baseline 84%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Profile competitors comprehensively via scraping and SEO data

Best for

When you need repeatable, timestamped snapshots of 3-5 competitors for positioning and market analysis.

Inputs
  • · list of competitor URLs
  • · product context
  • · focus areas (pricing/positioning/content)
  • · depth level preference
Outputs
  • · structured competitor profile MD
  • · per-competitor raw data folders
  • · cross-competitor summary
Requires
  • · Firecrawl scrape/map
  • · DataForSEO API
  • · review platforms API
Preconditions
  • · Competitor URLs identified
  • · Your product defined
  • · Focus areas clarified
Failure modes
  • · Firecrawl scrapes may be incomplete for dynamic sites
  • · DataForSEO calls expensive
  • · Profiles become stale quickly
Trust signals
  • · Raw data persistence workflow (raw/scrapes/seo/reviews folders)
  • · Structured profile template
  • · DataForSEO integration