X Intelligence

Taylor Swift on X

Name: Taylor Swift — X (social) conversation intelligence
Creator: Entidex
License: https://entidex.com/terms

The latest X conversation read for Taylor Swift — reach, sentiment, key voices, co-mentioned entities, dated inflection points, and early-warning spikes that can run 24–72 hours ahead of press and AI surfaces. Each read covers a bounded window and is stamped with the date it was collected.

Taylor Swift on X: volume moderate, sentiment positive in the 48h window before 12 Jul 2026.

Loading X conversation…

Catching an X-driven story 24–72 hours ahead of press

The X conversation moves fastest of every surface Entidex tracks. Three signals on this page catch a shift about Taylor Swift early:

Early-warning spike — the red callout above the summary fires when the X read detects an abrupt break from the trailing baseline. A negative-sentiment spike usually precedes a wider narrative; a positive spike often precedes a viral moment.
Opponent voices concentrating — when the Opponents column starts filling with high-influence handles and the top complaints cluster around a single claim, that's a coordinated conversation, not organic dispersion.
X leading the engine layer — when the X-vs-engine coupling shows X leading by ≥1 day and the gap trend is diverging, the AI engines will follow — often within a week.

For crisis-management workflows across every surface (X, press, AI engines), see Crisis early warning and Creator & social channels.

Read this over the API

The same signals power this page, the internal EIV route, the public /v1/entities/{id}/x-sentiment endpoint, and the entity_x_sentiment MCP tool.

REST (public, keyed)

curl -H "Authorization: Bearer $ENTIDEX_KEY" \
  https://entidex.com/api/v1/entities/entx_taylor-swift/x-sentiment

X conversation reads are served from the cached snapshot pipeline (no extra live-web call per view) and refresh on demand. Programmatic access via the Entidex API at /api/v1/entities/entx_taylor-swift/x-sentiment.