Issues

• [P1] Make SEO (and AI visibility) an explicit goal of the dataset

  envisioning/research#14 · Filter by author michellzappa opened on Oct 1, 2026

• [P2] Update cadence, review dates and versioned releases

  envisioning/research#13 · Filter by author michellzappa opened on Oct 1, 2026

• [P2] Coverage: thin hubs, empty Lexicon hub, gap analysis

  envisioning/research#12 · Filter by author michellzappa opened on Oct 1, 2026

• [P1] Label speculative content (xenotech) with an evidence level

  envisioning/research#11 · Filter by author michellzappa opened on Oct 1, 2026

• [P1] 99 technologies written separately in several hubs (duplicate content, keyword cannibalization)

  envisioning/research#10 · Filter by author michellzappa opened on Oct 1, 2026

• [P1] Score gaps and impact score inflation

  envisioning/research#9 · Filter by author michellzappa opened on Oct 1, 2026

• [P2] Dataset schema v2: hub metrics, provenance, evidence level, shared IDs across hubs

  envisioning/research#8 · Filter by author michellzappa opened on Oct 1, 2026

• [P1] sync.py downloads data and then drops it (updated_at, sources, tags, collection labels, hub metrics)

  envisioning/research#7 · Filter by author michellzappa opened on Oct 1, 2026

• [P0] trl / impact / investment are mislabelled for 9 hubs (986 entries)

  envisioning/research#5 · Filter by author michellzappa opened on Oct 1, 2026