Find Your TRIBES on TikTok with AI AGENTIC TECHNOLOGY THROUGH HASHTAG INTELLIGENCE
Instead of targeting people based on interests, alpaka takes a look at how they actually behave on TikTok. By understanding the hashtags your audience use, follow, watch, and engage with, we help your brand reach real communities who are already interested in what you have to offer.
What Are TRIBES on TikTok?
TikTok is not one big audience. It’s made up of many smaller communities, often called tribes, built around shared interests, habits, and culture. These tribes connect through their own memes, languages and hashtags, rallying around content and ads that feel like it’s made for them.
- TikTok VS alpaka’s Targeting Categories


With alpaka, you can serve ads to the right tribes or sub-communities with the right creatives
that can spark the right connection while their attention is the highest
How alpaka Enables AI Agentic Tribe Marketing Technology for TikTok Ads
By replacing the interest targeting with hashtag targeting via alpaka technology, we improve your ads performance by increasing targeting accuracy and approaching active TikTok audiences.

- demographics × interest
- Ads are shown to audiences based on preset interest categories, which can include inactive users or people less interested than you’d expect.
- demographics × hashtags
- More precise targeting that allows you to reach users who are highly engaged with videos related to your brand, resulting in better accuracy and stronger campaign effectiveness.
alpaka targets audiences who engaged with contents having specific
hashtags within the last 7 days = Active, engaged audiences
- Contextual Keyword Analysis
- Using available analytics trackers, we identify the keywords driving traffic to your brand and uncover which terms capture your audience attention best.
- Audience Seeding from Hashtag Clusters
- From this behavioral data, we extract brand-relevant, competitor-linked, and influencer-associated keywords for richer audience segmentation.
- Intelligent Hashtag Discovery
- Our proprietary engine surfaces highly relevant, high-performing hashtags tied to your product, brand, or vertical.
- Always-On Optimization
- alpaka’s smart bidding continuously refines your campaign performance without manual inputs.
- Hashtag Performance Insights
- Gain visibility into which hashtags, audiences, and micro-tribes are driving real results and shaping your next move with data that matters.
The Three Layers ofalpaka’s Intelligence

- Hashtag Discovery Targeting
- Our AI analyzes thousands of hashtags using your brand, identity, competitor, and celebrity keywords, automatically picking the ones that are relevant and available.

- Category Trend
- Tap into TikTok’s top 100 trending hashtags across your categories, updated daily to keep your campaigns fresh.

- Buzz Trend
- Capture trending moments with daily refreshed viral hashtags that keep you relevant and prevent audience
- Other INTELLIGENCE
- Continuous learning Full transparency across all campaign metrics Audience extension Clear reporting Automatic bid adjustments
Why CHOOSE alpaka?

- Targeting That Prioritizes Performance
- We deliver your ads to users who have recently engaged with trending or product-relevant TikTok content, automatically excluding the disinterested.

- Reach Passionate, Highly Engaged Audiences
- Audiences are refreshed daily for freshness and relevance. Our dynamic persona modelling helps you connect with users who bring both intent and enthusiasm.

- Actionable Insights from Hashtag-Level Analytics
- Post-campaign, we break down results by hashtag using key performance metrics (CVR, CTR, CPC, and more) to uncover what’s working and what’s next

- Self-Serve or Fully Managed, Your Choice
- From automated targeting and bidding to smart campaign setup, Alpaka handles the heavy lifting so you don’t have to. Unless you want to then alpaka is also available on self serve!
Proven PerformanceAcross INDUSTRIES
alpaka detects users who have shown recent engagement (likes, comments, or 6+ seconds of watch time) on posts featuring your targeted hashtags within the past 7 days. We reach them when their interest is at its peak, driving maximum impact through timing, context, and relevance.
- F&B Industry
-
- 4.3x
- better Complete View Rate (CVR) vs. standard TikTok ads
- COSMETIC INDUSTRY
-
- +33%
- Complete View Rate
- -16%
- Cost per view
- AUTOMOTIVE INDUSTRY
-
- +26%
- Click-Through Rate
- -16%
- View-Through Rate
- -9%
- Cost per Lead
CASE STUDIES THAT SPEAK FOR ITSELF
Interested? Get in touch with our team to learn more or get access to our case studies









