share-of-voice-tracker

share-of-voice-tracker is a Marketing analytics & attribution skill for AI agents, published by aaron-he-zhu in the aaron-marketing-skills repository on GitHub. Skillspace rates share-of-voice-tracker B (84/100) and it passed the safety scan; a judge model has also reviewed it.

Use when the user asks to "track our share of voice", "what share of the conversation do we own vs competitors", or "trend our SOV this quarter"; computes SOV% = brand mentions ÷ (brand + competitor panel mentions) per platform per period on a LOCKED competitor panel — a panel switch invalidates the trend (restart the series and log the break; the ECHO O3 rule) — plus a sentiment-weighted SOV variant (sentiment labeled Estimated unless human-coded) and a Wikipedia-pageviews attention-share alternative; built from keyless listening connectors, gdelt.py news echo, and user exports — public counts only, closed platforms are never scraped. Not for backlink or offsite SEO signals — use offsite-signal-analyzer. 声量份额/竞品声量对比/提及份额/注意力份额

Grade
B
Quality
84 / 100
Safety
Passed
GitHub stars
2,393

Placed #1 of 6 in the judged category final for Marketing analytics & attribution.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubaaron-he-zhu/aaron-marketing-skills

Our review

Architecture
94 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 1 collections
Scope
Portable: works in any project. General share-of-voice measurement method for any brand

Judge review

Placed #1 of 6 in the judged category final for Marketing analytics & attribution.

  • Trigger9393
  • Instructions8787
  • Specificity9595
  • Safety9292
  • Disclosure8888
  • Maintenance8888
Locks the competitor panel and formula precisely, labels every count Measured/Estimated/proxy, and names real keyless connector scripts rather than gesturing at generic tools.

Not checked yet

  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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