Poliris Sentiment

Understand how AI describes your brand.

Showing up in AI answers isn't enough, what matters is how you show up. Poliris scores the way AI talks about you, on every axis your market buys on, across every model, against every competitor.

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Your AI reputation, in plain sight.

Transparent and granular: your sentiment broken down by axis and by model, with every score traceable to the exact words AI uses about you.

Nike
Sentiment · Updated today
Overall sentimentStrong

Nora: Sentiment is Strong overall Durability is the weak point. Prioritize it before competitors exploit the gap.

Over time
Very StrongStrongModerateWeakVery WeakApr 27May 4May 11May 18May 25Jun 1

Sentiment Breakdown

Quick read of what lifts or limits sentiment

Strong
Brand awarenessVery Strong
PerformanceStrong
DesignStrong
DurabilityPriorityWeak
What's inside

Four reasons it's more than monitoring.

Most tools stop at a number. Each one below is a strength of the analysis and what turns AI sentiment into something you can act on.

01

Per-topic sentiment

Score every topic your buyers judge not just one blended number.

See it below
02

Full breakdown

Drill into sentiment by axis and by model, with over-time tracking.

See it below
03

Meet IVY

AI that reads your scores, finds the gaps, and builds the fix plan.

See it below
04

See the competition

See how AI ranks your brand against every competitor, topic by topic.

See it below
01 · Product focus

Turn dozens of AI prompts into clear, topic-level insights.

We group related prompts into topics. This lets you see the overall sentiment and key perceptions AI is creating around your brand.

Each answer is scored:PositiveNeutralNegativethen rolled into one sentiment per axis.
Performance2 of 3 promptsStrong"Looking for lightweightgym training shoes thatprovide maximum stability?"▲"Best cross-trainingshoes forintense workouts?"▲Durability2 of 2 promptsWeak"Best high-performancerunning shoes for trailconditions available?"▲▼"What are the best durablefootwear brands forlong-distance walking?"▼Design2 of 4 promptsStrong"What are the moststylish sneaker designsavailable right now?"▲"Best-looking sneakercolorways to matcheveryday outfits?"▲Brand awareness2 of 4 promptsVery Strong"Which trendy sneakersare currently popularfor casual street style?"▲"What sneakerbrands do peopletrust most?"▲
02 · Full breakdown

Break it down, every way.

One overall number doesn't tell you how to act. We read your sentiment by axis and by model because the fix is never the same twice.

By axis

Every score broken out by the four axes we track. See what's holding you back and what's already working.

Brand awarenessVery Strong
+3 pts
PerformanceStrong
+2 pts
DesignStrong
+1 pts
DurabilityPriorityWeak
-6 pts

Scores averaged across all models · updated weekly

By model

The same brand, four different AI voices. Find which models are your allies and which need work.

GeminiGeminigemini-3.1-pro-previewVery Strong
+4 pts
ChatGPTChatGPTgpt-4o-miniStrong
+2 pts
MistralMistralmistral-7b-instruct-v0.2Strong
+1 pts
ClaudeClaudeclaude-haiku-4-5-20251001PriorityWeak
-6 pts

Brand awareness axis · last 90 days

AI Sentiment Trend · Nike
Overall ScoreStrong
↑ +5 pts vs. 30 days ago
Models Tracked4
AI engines · real-time
At-Risk Axis1
Durability · dropping
Overall sentimentSlipping axis (Durability)
Poliris monitors every axis, every day
Very StrongStrongModerateWeakVery WeakApr 27May 4May 11May 18May 25Jun 1Flagged early · Day 25StrongWeak
Poliris flags a slipping axis before it becomes a lost deal, so you can act on the signal, not the damage.
IVYMeet IVY · your AI sentiment agent
03 · IVY ACTS ON IT

Your analyst, on tap.

IVY is your AI sentiment analyst that is built into the platform. She reads every score, explains what's driving each one, alerts you when something is slipping, and tells you exactly what to do next.

  • ExplainsWhat's lifting each axis, what's dragging it.
  • AlertsFlags a slipping axis before it becomes a problem.
  • RecommendsA concrete next step, not just a score.
LIVE SESSION
IVY
IVYOnline
Sentiment report · 2 Jun 2026
Why is my Durability sentiment slipping?
J
IVY
On durability questions, Gemini now puts Hoka and Brooks first and mentions Nike later dragging Durability down 11 points in 30 days. Every other axis is stable.
What do I do?
J
IVY
I've built your action plan. Start here, these three changes move the needle fastest:
IVY's action plan
1Publish durability test results and materials data+9 pts
2Add a long-term wear FAQ with athlete testimonials+5 pts
3Get cited on 2 running-gear review sites+3 pts
04 · Your competitors

See how AI ranks the field.

These are your real competitors scored on the same axes. See where AI is handing them wins you should own.

BrandBrand AwarenessDesignDurabilityPerformanceOverall Axes
Adidas
Very Strong
Strong
Moderate
Strong
Strong
NikeYou
Very Strong
Strong
Weak
Strong
Moderate
On
Strong
Strong
Strong
Strong
Strong
Hoka
Moderate
Moderate
Very Strong
Strong
Moderate
Brooks
Strong
Strong
Strong
Strong
Strong
New Balance
Very Strong
Strong
Strong
Moderate
Strong
Sample data. Your real report shows your brand and up to 10 competitors, scored on the axes that matter in your market refreshed weekly.

See how AI talks about you free.

Run a sentiment scan on your brand and your competitors axis by axis, model by model and find out exactly where you're slipping.

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Free · no credit card · results in 60 seconds

ChatGPTGeminiPerplexityClaudeMistralDeepSeekGrokCopilotChatGPTGeminiPerplexityClaudeMistralDeepSeekGrokCopilotChatGPTGeminiPerplexityClaudeMistralDeepSeekGrokCopilot