> For the complete documentation index, see [llms.txt](https://docs.tickertrends.io/tickertrends/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.tickertrends.io/tickertrends/documentation-v2/4.-features-and-workflows/transcript-and-social-summary-search.md).

# Transcript & Social Summary Search

### Overview

**Transcript & Social Summary Search** helps users find important product, brand, and concept mentions across company transcripts and social summaries.

It is built for discovery. Instead of starting with a ticker, users can start with a theme such as **sold out**, **viral**, **trending**, **product launch**, or **partnership** and quickly find which companies are showing up around that idea.

This makes it useful for spotting early catalysts before they are obvious in reported financials.

### What you can search for

Users can search for:

* viral products
* sold-out items
* trending concepts
* product launches
* relaunches
* partnerships
* supply chain issues
* market share changes
* disruption themes

This is especially effective for finding products or concepts that are appearing repeatedly across brands, categories, or management commentary.

### How it works

The search runs across two main sources:

* **Company transcripts**
* **Social summaries**

This gives users both sides of the story:

* what management is talking about
* what consumers are talking about

That combination is powerful because it helps users compare official company messaging with real-world product discussion and social traction.

### Example searches

Users can search terms such as:

* `viral`
* `sold out`
* `trending`
* `product launch`
* `relaunch`
* `partnership`

For example, a search for **viral** may surface:

* products spreading across social platforms
* specific items driving unusual discussion
* brands benefiting from creator-driven momentum

A search for **sold out** may surface:

* products with unusually strong demand
* inventory shortages tied to viral moments
* brands where product traction may translate into stronger sales

### Search results view

The results page is designed to make scanning fast.

Users can:

* search across **All** results
* narrow to **Transcripts**
* narrow to **Social**

Each result shows:

* the company
* whether the match comes from transcripts or social
* a summarized matching insight
* related tags and entities
* a relevance-style score
* a direct link to the company page

This helps users go from idea discovery to company-level analysis quickly.

### Suggested topics

The page also surfaces **Suggested Topics** to help users branch into related searches.

Examples include:

* controversy
* sold out
* product launch
* relaunch
* acquire
* upset
* turnaround
* supply chain
* partnership
* market share
* disruption

These suggestions are useful when users want to explore adjacent catalyst categories without manually guessing the next query.

### Why it is useful

This tool is especially valuable for:

* finding viral products before they show up in earnings
* identifying sold-out or supply-constrained products
* spotting repeated concepts across multiple companies
* connecting social traction to company-level narratives
* finding new investment ideas without starting from a ticker

It turns transcripts and social summaries into a searchable catalyst-discovery engine.

### Best use cases

* Search for **viral** to find breakout products and social narratives
* Search for **sold out** to find possible demand strength
* Search for **trending** to surface fast-rising concepts
* Search transcripts to see what management is emphasizing
* Search social summaries to see what consumers are amplifying

### Navigation

Users can access this feature from the main search and discovery workflow, then search directly by concept instead of starting with a company name.