AI & Machine Learning
Narrative Resonance Monitor
Use when the user asks to "measure how our narrative is landing", "track echo rate against our canon lexicon", or "check how AI answer engines describe our brand"; produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), AI-answer perception via tavily.py --answer (proxy-labeled), share-of-voice on a locked competitor panel (reusing share-of-voice-tracker), and resonance signals from bluesky.py / gdelt.py / pageviews.py — every number labeled Measured / proxy / User-provided, feeding the TALE E dimension and the upstream of the E1 evidence-integrity veto. Not for rebuilding share-of-voice machinery — use share-of-voice-tracker; not for own-site GA4/GSC analytics — use performance-monitor; not for scoring TALE profile result — use narrative-quality-auditor; not for adjudicating claims — use offer-claims-registry. 回声率/AI回答感知/份额之声/共鸣信号
- Publisher / source
- aaron-he-zhu/aaron-marketing-skills (found on skills.sh, an awesome list)
- Upstream record
- aaron-he-zhu/aaron-marketing-skills
- Version
- Version 2
- Published
- Publication review
- Approved for publication
- Content fingerprint
fc304cbef84bf39947fad963a4031af7cb99ca8c53b9ff9b4bf2ba6cf3d71343