Brand monitoring in AI answers · Autessa Visibility
Sentiment themes
Autessa Visibility finds the themes behind your AI sentiment. It reads every sentence that names you in the selected window and sums up what answers praise you for and what they criticize, so you know which story to reinforce and which to correct.
The problem
A score does not say what to fix
Knowing sentiment is 58 does not help a content team. Knowing that engines praise your reporting but keep raising setup time does. Themes turn hundreds of sentences into a short Praised for / Criticized for list.
What you get
- Two lists: Praised for, and Criticized for.
- Built only from the sentences that name your brand.
- Follows the Sentiment page’s window and filters.
- Generated on demand with Find themes.
How it works
How does sentiment themes work?
Open Sentiment
Pick the brand and window.
Find themes
Visibility reads every answer that mentions you.
Act on them
Reinforce praised themes in content and address criticisms at the source.
Every option
Theme options
| Option | What it does |
|---|---|
| Input | Sentences naming you from answers in the current view. |
| Output | Praised for and Criticized for lists. |
| Trigger | Find themes, on demand. |
Permissions
Who can do what?
| Role | Can |
|---|---|
| Your team (people the app is shared with) | Generate themes for any brand. |
Visibility is shared with your team through Autessa’s sharing. Everyone it is shared with works from the same brands, prompts and results. Security and data handling →
✦ AI assist
Where AI helps, and where it doesn’t
Themes are written by the Visibility Strategist from the extracted sentences that name you.
Scores, positions, citations and ranks are always computed by the app from the answer text, never by an AI.
FAQ
Questions about sentiment themes
How do I find out what AI assistants criticize about my brand?
Open Sentiment in Autessa Visibility and choose Find themes. It lists what answers praise you for and what they criticize, from the sentences that name you.
Does it read whole answers?
It reads the sentences that name your brand, so themes are about you, not the category.
100% customizable, code and all
Make Autessa Visibility fully your own.
Use it out of the box, then change anything. Ask Autobot, Autessa’s AI builder, for a new field, screen, report, workflow or agent and it builds it into your copy of the app. Or open the code and edit it yourself. Nothing is locked: the app, its data and its code are yours.
Start free and make it yours