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Winning with Trending Hashtags: Leveraging TikTok Shop Data in Beauty & Apparel

Imagine if your team had known #heatlesscurlers were spiking before any other retail competitor stocked them. The brands that catch these waves first don’t just win on social, they set the tone for retail shelves and capture millions in revenue.

Yet, most retailers place multimillion-dollar bets using data that’s already a few months old, while consumer demand shifts daily, driven by what shoppers discover on TikTok today. That’s why hashtags on TikTok Shop aren’t just conversation starters, but they’re signals of where sales are headed.

 

Key Takeaways

  • Hashtags serve as real-time signals of shifting consumer demand that directly link to purchase behavior.
  • Beauty and fashion categories both show how long-term trends and sudden spikes can drive millions in revenue.
  • Retailers that track hashtags proactively can optimize assortments, pricing, and marketing strategies.
  • Real-time data ensures companies act before competitors, turning cultural moments into profitable outcomes.

 

Why Hashtags Are the Pulse of TikTok Shop

On TikTok, hashtags act like real-time barometers of consumer interest. When a beauty or fashion hashtag spikes, it signals an immediate shift in demand. Unlike traditional retail reports that take months to surface, hashtag-driven insights show what’s trending now.

And crucially, these aren’t just vanity metrics. TikTok’s culture of discovery is directly linked to purchases. According to TikTok Shop data, users are 1.5x more likely to buy something they’ve seen on the platform compared to other social channels. A hashtag’s rise is often the first step toward a product’s sellout moment.

 

When Skincare Meets Viral Culture

Beauty TikTok Shop Data

To see these insights in action, let’s look at concrete examples from the beauty space. Two standout hashtags illustrate just how powerful these signals can be when it comes to shaping consumer demand and driving sales:

Trending: #koreanskincare

From January to August 2025, this trend generated 1.9 billion views and drove $40 million in revenue across beauty. Leading the wave was Dr. Melaxin, whose Peel Shot Glow Rice Ampoule Duo alone brought in $1.9M in revenue. 

The brand’s TikTok Shop topped $2.6M, fueled by 139M views, while creator @msmominha contributed $375K in revenue with just 23.9M views. The steady growth chart for this hashtag shows how cultural interest in Korean skincare translated directly into sustained retail performance.

New Trend: #peachfuzzremover

A newer entrant, this hashtag exploded in August 2025. Compared to just 467 views in July, it surged to 2.8 million views, representing a 618,480% increase. Philips led the charge with its Facial Hair Remover, generating $57.9K in revenue, nearly mirrored by creator @herfavoritefinds, who drove $54.4K with 2.7M views. This is a prime example of how quickly micro-trends can turn into real sales opportunities.

Hashtag monitoring can highlight both long-term growth trends (like K-beauty) and short-term viral spikes (like hair removal tools), giving teams the foresight to stock wisely. By looking into these patterns, merchandising teams can anticipate upcoming shifts in consumer demand, plan assortments more strategically, and position themselves as first movers rather than followers. 

This proactive approach helps retailers capture market share before competitors and ensures shelves are stocked with products customers are already eager to buy.

 

From Loungewear Comfort to Breakout Apparel Styles

Apparel TikTok Shop Data

Fashion hashtags tell a similar story of rapid shifts in demand, revealing how everyday clothing items and niche apparel alike can surge into popularity. They show how culture-driven style cues translate into measurable sales momentum, sometimes building steadily over months and other times spiking almost overnight:

Trending: #loungewear

Comfort continues to sell. From January to August 2025, this hashtag generated 774 million views and $14 million in revenue. PrettyGarden’s Two Piece Lounge Set led the way with $1.9M in sales, while its TikTok Shop posted $137K in revenue. Creator @1stop1shopp amplified the trend, generating $52.5K from just 2.8M views. The chart shows consistent demand spikes aligned with consumer interest in versatile apparel.

New Trend: #momsweatshirt

What started small suddenly caught fire. In July 2025, the hashtag had just 4,266 views. By August, it skyrocketed to 3.0 million views, a jump of 71,359%. The breakout product was Imperial The Label’s “Feeling Kinda IDGAFish” Crewneck, bringing in $30.3K in revenue, with both shop and creator revenue aligning at the same figure. This demonstrates how hyper-specific fashion trends can emerge almost overnight.

Even niche hashtags can translate into meaningful revenue when cultural resonance meets product availability. Monitoring them allows brands to act before competitors catch on. By tracking these shifts in real time, fashion teams can align product development, adjust inventory planning, and refine marketing campaigns to capture demand at its peak. This ensures they move from being reactive to proactive, ultimately strengthening their competitive edge in fast-moving apparel categories.

 

Turning Hashtags into Growth with Charm

Hashtags aren’t just fleeting content, they’re powerful predictors of consumer demand and future revenue. The beauty of TikTok Shop is that it ties culture directly to commerce, creating an environment where trending tiktok hashtags can almost instantly become shopping decisions. 

To benefit, retailers must act with speed, agility, and confidence, turning hashtag signals into concrete merchandising and marketing strategies before the window of opportunity closes.

With Charm’s TikTok Shop data, retailers can:

  • Spot viral hashtags & products as they’re taking off
  • Track top-performing Shops in real time
  • Stock products customers are already buying online before they hit mainstream shelves

In a world where consumer demand shifts by the day, real-time hashtag intelligence can be the difference between chasing trends and leading them. Book a demo with Charm today to explore more TikTok shop insights.

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