We’ve introduced one of the most anticipated features in Semly.ai - Topics for prompts. It’s a step that changes the way you analyze visibility in AI from the level of single queries to the level of strategies and business areas.

Visibility in AI stops being a collection of single queries and starts being a game about entire areas of user intent. That’s why in Semly.ai we’re introducing Topics for prompts - a feature that lets you organize data, group prompts, and analyze results on the level of real business segments, not single phrases. Thanks to this, you get a fuller picture of your presence in AI models and can make decisions based on where you’re really winning and where you’re losing visibility.

Example:

You have an e-commerce store and you’re monitoring 100 prompts. Instead of analyzing each one separately, you create topics: “transactional”, “comparative”, “educational”. Suddenly you see that:

• you have high visibility in educational topics

• but you almost don’t exist in transactional prompts

The conclusion is instant:

the problem isn’t a lack of visibility in general, but a lack of presence where there’s purchase intent. With this, you can precisely adjust your GEO strategy and AI-focused content.

What's new?

1. Grouping prompts into topics

You can assign prompts to specific topics (e.g. “sales”, “marketing”).

Thanks to that:

• you organize hundreds of prompts into logical groups

• you analyze results not one by one, but in entire segments

2. Visibility reports for topics

The biggest change:

you can analyze visibility per topic, not just per prompt

That means:

• you see in which areas AI “understands” your brand

• you identify gaps (e.g. lack of visibility in “shopping” prompts)

• you make decisions on the GEO/AEO strategy level

3. Prompt search

We added quick search:

• you’ll find prompts by phrase

• you’ll assign them to topics in no time

• you scale work on large datasets

4. Grouped prompts view

You can switch the view

• classic (list of prompts)

• grouped by topics

Effect:

• better data overview

• faster segment analysis

5. Topic management (full control)

The “Topic management” option lets you:

• add and remove topics

• edit names

• assign colors (visual distinction of segments)

• maintain consistent classification

6. Assigning topics – in bulk or one by one

You can:

• assign a topic to a single prompt

• assign in bulk to many prompts at once by selecting them

Additionally:

• you’ll add a topic directly from the prompts list

• or from the topic management view

7. Topics in main reports

Topics have also shown up in dashboards:

• filtering data by topic

• trend analysis of visibility for segments

• better linking of data with the real business

Why this matters (from a GEO / AEO perspective)

So far the analysis looked like this:

• single prompt → single result

Now:

• topic = user intent = market segment

This changes everything:

1. Intent analysis, not keyword analysis

AI doesn’t work like Google

→ it works on contexts and intents

Topics let you map:

• “I want to buy”

• “I want to compare”

• “I’m looking for a solution”

2. Strategic decisions instead of chaos

Instead of:

• 100 prompts = chaos

You have:

• 5–10 topics = clear directions

3. Better content and GEO planning

You see:

• where you’re visible

• where you’re not

You can:

• create content for specific topics

• optimize feeds and data for segments

4. Scaling and analysis

For bigger projects this is crucial:

• hundreds / thousands of prompts

• many markets

• different AI models

Without topics → no control

With topics → full data structure

Summary

The new Topics feature:

• organizes data

• enables segment analysis

• lets you make GEO/AEO decisions at the strategy level

• significantly speeds up work on large prompt sets

This is the foundation for:

• better reporting

• better decisions

• greater visibility in AI