Social Search

Semantic search over millions of social transcripts

Search Instagram and TikTok content by meaning, not just keywords. Glystn uses vector similarity to find the most relevant posts across millions of transcripts — the actual words creators say in their videos, not just captions and hashtags.

Try it in Glystn Available via MCP

Key capabilities

Semantic vector search ranked by relevance
Search across both Instagram and TikTok simultaneously
Returns transcripts, captions, engagement data, and permalinks
Supports pagination for deep-dive research

Filters & parameters

Platform (Instagram, TikTok, or both)
Date range
Minimum likes
Minimum views (TikTok)
Follower tier (nano to mega)
Country

Try it yourself

Sample prompt

“What are Gen Z creators saying about sustainable fashion on TikTok?”

Try this prompt

Also available via MCP

Build your own agent with Social Search

Connect this tool to Claude, Cursor, or any MCP-compatible client. Give your AI agent direct access to real social data.

Learn about MCP

Other tools

Keyword Search

Keyword tracking with activity monitoring over time

Trends

AI-clustered topic analysis across social conversations

Discovery

Find creators by what they actually talk about

Ready to try Social Search?

Get started free