For Social Media Teams

Spate can help social media teams move faster and more strategically by grounding content decisions in real consumer behavior rather than gut instinct. Teams often use it to understand what's gaining momentum on TikTok and Instagram, validate whether a trend is worth investing in, and find the right creators and content angles.

Where to Start

Begin with the Lifecycle Stage. Before applying filters, consider asking: Where is this trend in its evolution?

Early and Growth stage trends tend to be most relevant for social media work:

• Early — Consumer interest is emerging before it reaches mainstream awareness. This is often where the most distinctive content opportunities exist, though these trends carry more uncertainty about whether they'll scale.
• Growth — The trend has moved beyond early discovery and is gaining real traction across platforms. Teams often find this stage offers a good balance between being early enough to own a position and having enough validation to justify investment.

It's also worth keeping an eye on Fade-stage trends — if a trend your content calendar is built around is showing declining momentum, it may be worth shifting focus toward Growth or Early stage trends where consumer energy is still building.

Platform Examples

Once you have a sense of lifecycle stage, here are some actionable use cases:

Find hashtags with organic momentum to brief creators around In the TikTok hashtag view, filter by Organic Trends. Look for hashtags with high view counts and very low paid — these can indicate organic cultural momentum that hasn't been heavily commercialized yet. These are often strong anchors for UGC briefs and creator content before competing brands move in.

Identify which organic content is worth boosting Go to your brand page and look at Top Posts and non-paid content. Posts with a sentiment score of 8 to 10 are candidates for Spark Ads or deeper creator partnerships. Using the Growth Drivers view, you can also see which specific posts and hashtags drove the biggest week-over-week view increases — useful for understanding what's actually working before deciding what to amplify.

Find niche creators Go to the Creator tab under any trend or your brand. Filter for creators with low paid views and high engagement — these tend to be creators who are authentically discussing a topic without heavy brand involvement yet. This can be a useful starting point for identifying TikTok Shop partnerships or paid advocacy before a niche gets saturated.

Set up always-on trend monitoring without manual checks Set up Alerts around your brand, key topics, or category trends. Alerts surface the most relevant TikTok signals automatically on a weekly basis, including trend context, growth signals, and content examples. This can replace or supplement manual platform monitoring and feed content calendars and agency briefs more efficiently.

Understand what consumers are saying about your brand and competitors Navigate to a brand page — yours or a competitor's — and review comment sentiment on top posts. This can surface what's resonating positively, where friction exists, and what language consumers are using organically. For example, if a competitor's top posts are generating mixed sentiment around a specific product claim, that's useful context for how you position your own content.

Filters That May Be Useful

• TikTok: Trending This Week → Surfaces what's gaining momentum on TikTok right now — useful for timely content decisions and reactive posting
• TikTok: Organic Trends → Helps identify what's growing authentically vs. what's being driven by paid spend — important when evaluating whether a trend has real staying power
• Google: Trending This Month → Useful for cross-referencing whether TikTok momentum is translating into search intent — a signal that a trend may be worth longer-term investment

How to Sort

• Sort by % Growth (WoW or QoQ) → Surfaces faster-moving trends gaining momentum quickly
• Sort by Views → Identifies the highest volume trends — useful for understanding what's already dominant in the category
• Sort by Absolute Growth (Increase) → Highlights trends gaining real traction in view counts and engagement — useful for understanding which trends are driving meaningful shifts rather than just growing from a small base

A Few Things to Keep in Mind

• TikTok signals can move fast — a trend that looks early one week can be mainstream the next, so checking lifecycle stage regularly matters more here than in other team workflows
• Paid views can inflate a trend's apparent momentum — cross-referencing paid percentage and TikTok Shop percentage helps distinguish real consumer interest from brand-driven amplification
• Cross-platform convergence is a useful signal for investment decisions: a trend performing similarly across TikTok, Instagram, and Google tends to indicate structural demand rather than isolated platform momentum
• High engagement on a single viral post doesn't always signal a durable trend — looking at consistency over time alongside the cluster can give a more complete picture

A Starting Point, Not a Formula

Every brand, platform mix, and content team is different. The examples above are meant to show some of the ways social media teams have found Spate useful — not to define the only way to use it. Let your own platform expertise and content instincts shape how you explore from here.