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Autessa Visibility

Brand monitoring in AI answers

Brand monitoring in AI answers tells you how engines talk about you, not just whether they mention you. Autessa Visibility scores every mention for sentiment from 0 to 100, raises early awareness alerts when sentiment, visibility, engines, competitors or sources move more than normal, detects narrative shifts, sums up what answers praise and criticize, and writes an executive briefing.

Monitor · Early awareness · last 7 daysSAMPLE
Last 48hLast 7 daysLast 14 days
CriticalGemini described Northwind very negatively

“…support response times have been a recurring complaint…”

WarningCorvid is surging: 18% → 33% of answers

Biggest gains on Perplexity and ChatGPT.

WarningClaude mentions you less: 41% → 22%

Bigger than normal variation over 7 days vs 28.

InfoNew source shaping answers: studiotools.example

Cited in 6 answers this week, none before.

OpportunityEntered 5 answers, dropped from 1

Mostly on “resource planning” prompts.

Why it matters

Brand monitoring in AI answers catches reputation risks, narrative shifts and competitor moves early, and explains them in plain English.

A new criticism or a competitor surge can spread through AI answers for weeks before it shows up in a monthly report. Early awareness catches it while you can still respond.

Alerts

Critical, Warning, Info and Opportunity, tested against a 28-day baseline.

Sentiment

A score and a one-line note on every mention, by engine and topic.

Narrative

What changed in how you are described, and a briefing for leadership.

Features

Everything in brand monitoring in AI answers

  • Early awareness alerts. Early awareness compares the last week with the four weeks before it and raises alerts by severity when sentiment, visibility, engines, competitors or sources move more than normal.
  • AI brand sentiment analysis. AI brand sentiment analysis scores every answer that mentions you from 0 to 100 with a one-line note on how it describes you, then trends it by engine and topic.
  • Sentiment themes. Sentiment themes read every sentence that names you and sum up what AI answers praise you for and what they criticize, so you know which story to reinforce or correct.
  • Narrative shift detection. Narrative shift detection compares recent answers with the baseline period and names what changed in how AI describes you: new claims, new criticisms or repositioning.
  • Executive briefing. The executive briefing writes a one-page summary for leadership from this week’s numbers, alerts and narrative, which you copy as Markdown or download.

FAQ

Questions about brand monitoring in AI answers

How do I monitor what AI says about my brand?

Track your prompts in Autessa Visibility. Every mention is scored for sentiment, alerts flag unusual moves, and narrative shifts and themes explain what changed.

Other areas

Start with brand monitoring in AI answers

Brand monitoring in AI answers catches reputation risks, narrative shifts and competitor moves early, and explains them in plain English.

No API keys needed to start · set up from your website · ChatGPT, Perplexity, Google, Claude, Gemini

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