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Reddit signals and sentiment analysis: precious metals decline

February 10, 2026

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Key takeaways

  • ICE sentiment data captures positive and negative sentiment within user-generated content on Reddit pertaining to investable securities.
  • Recent data suggests Reddit discussions may have preceded severe price declines in gold and silver exchange-traded funds in late January 2026.
  • These findings indicate that negative shifts in retail investor psychology may have been an early warning signal of the impending sell-off.
Recent data from user-generated Reddit content reveals a sharp sentiment reversal in precious metals discussions, coinciding with significant price declines in both gold (GLD) and silver (SLV) exchange-traded funds during late January and into early February 2026. These developments follow significant speculative investment interest from retail traders, which has become a key price driver of silver and gold in recent months. 1

This analysis examines the correlation between social media sentiment, discussion volume, and price movements during this market event, in which signals and sentiment data was made available to clients via a stream on an ICE Feed.

Figure 1a.

Reddit user mentions and ICE sentiment score for SLV ETF

Figure 1b.

ICE sentiment score and price of SLV ETF

Source: ICE Data Services

Key findings: sentiment deterioration

ICE sentiment data captures positive and negative sentiment pertaining to investable securities within user-generated content on Reddit. Sentiment is expressed as a score of between -1 and 1, where -1 represents extremely negative sentiment among Reddit users, while 1 represents extremely positive sentiment.

Figure 2a.

Reddit user mentions and ICE sentiment score for GLD ETF

Figure 2b.

ICE sentiment score and price of GLD ETF

Source: ICE Data Services

Both gold and silver experienced sharp sentiment deterioration in late January 2026. Silver sentiment plunged from approximately +0.01 to -0.08 (see Figure 1), while gold sentiment declined from the +0.02-0.03 range to -0.02 to -0.03 (see Figure 2). This represents a substantial shift from moderately positive to notably negative territory within investing-focused subreddits.

Price declines: Jan 1, 2026 - Feb 2, 2026

The sharp sentiment reversal accompanied meaningful price corrections in both metals:

  • Gold (GLD): declined from ~$490 to $430, representing a 12% correction following a 59% run-up in the preceding six months. 2
  • Silver (SLV): fell from around $105-107 to ~$70, a more severe decline of roughly 30% following a 209% run-up in the preceding six months. 3
Silver's larger percentage decline suggests it experienced more volatile selling pressure, consistent with its historical tendency to amplify gold's movements in both directions. 4

Sentiment as a leading indicator: early warning signals

The sentiment data suggests Reddit discussions may have preceded the most severe price declines. The sentiment deterioration appears to have begun (around January 27) before prices reached their highs (on January 31), indicating that negative shifts in retail investor psychology may have been an early warning signal of the impending sell-off.

This pattern suggests that social media sentiment may have functioned as an important indicator in this instance, capturing growing pessimism and concern within the retail community before the full magnitude of the price declines materialized.

The data illustrates the potential value of social media sentiment analysis as a complement to traditional technical and fundamental analysis. The early deterioration in sentiment, followed by surging Reddit discussion volume during the price crash, provides a multi-dimensional view of retail investor psychology during market stress.

The extreme negative sentiment combined with high discussion volume could potentially signal a sentiment extreme, though price action and fundamental factors should remain the primary considerations for investment decisions.

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