See Your Brand Through the Eyes of AI.
Reputera uses ChatGPT, Gemini, Claude, Perplexity and other engines to show how they discover, describe and recommend your brand — and what you can do about it.
Your brand is already being judged by AI. Reputera shows you how.
Monitored engines
Northline · Europe
AI visibility overview
AI Visibility Score
+6 vs last month
Northline appears in 78 of 100 category prompts across four engines.
Mention rate
64%
+4.1
Recommend share
22%
+2.8
Sentiment
81
+1.2
Share of voice
19%
-0.4
Trend over time
AI-generated perception
“A reliable premium brand, slightly behind Bosch and Miele on authority.”
Aggregated from 1,240 answers · Claude, ChatGPT, Gemini
| Competitor | Mention share | Recommended | Sentiment |
|---|---|---|---|
| Miele | 34% | 29% | 88 |
| Bosch | 27% | 24% | 84 |
| Northline | 19% | 22% | 81 |
| Samsung | 12% | 11% | 76 |
Search is changing. Brand discovery is changing with it.
People no longer start with ten blue links. They ask a model what to buy, who to trust, and which company to choose — and they take the first names it speaks.
01
Traditional search
Queries return ranked pages. Visibility was a fight for position ten links long.
02
AI search
Answers replace lists. Models synthesize the web into a single, confident paragraph.
03
AI recommendation
The model names a brand. That mention is the new homepage, SERP, and shortlist.
Your brand may be visible online — but invisible to AI.
01
Are AI models mentioning your brand?
Rank and traffic do not guarantee a citation. If the model never says your name, you are not in the consideration set.
02
Why are competitors being recommended instead?
Models favor sources, structure and authority they already trust. You need to see who they name — and why.
03
What does AI actually think about your brand?
Every answer carries a description: premium or cheap, trusted or unknown, leader or also-ran. That story compounds.
One intelligence layer for your AI reputation.
Measure, understand and improve how AI sees your brand — in one place, on a single scale.
01
AI Visibility
Track how often and where your brand appears across major AI engines — prompts, markets, and categories.
02
Brand Perception
Understand how AI describes your company, products, strengths and weaknesses, in the model's own language.
03
Competitive Intelligence
See which competitors AI recommends instead of you, and on which questions you lose the mention.
04
GEO Recommendations
Receive actionable recommendations to improve AI visibility and influence — content, structure, and authority.
Measure, understand, improve.
A single workspace for visibility, perception, competitors and change over time — built for marketing leaders, not dashboards for their own sake.
Live workspace
Northline · Premium laundry
AI Visibility Score
78
+6
Top quartile in category
AI Share of Voice
19%
3rd of 8 brands
Recommendation rate
22%
+2.8
When a brand is named
Sentiment
81
+1.2
Mostly trusted, premium
Historical trend
Score breakdown
Model-by-model share of voice
Example AI response
Prompt
What is the best premium washing machine brand in Europe?
- 1MieleCited in 41%
- 2BoschCited in 27%
- 3NorthlineCited in 18%
From AI answers to actionable brand intelligence.
A continuous loop, not a one-off audit. Every week the model's answer changes — and so does your position in it.
01
Ask
Reputera continuously tests thousands of relevant prompts across AI engines — the questions your buyers actually ask.
02
Analyze
The platform reads mentions, recommendations, sentiment, competitors and brand associations at the answer level.
03
Optimize
Insights become concrete GEO actions for marketing and content teams: what to publish, structure, and earn.
Know who AI recommends instead.
Recommendation is a zero-sum mention. When a model names someone else, it is not naming you.
| Brand | Mention share | Recommendation | Sentiment | Category association | Product visibility |
|---|---|---|---|---|---|
| Your brand | 19% | 22% | 81 | Premium home | 78 |
| Competitor A | 34% | 29% | 88 | Heritage luxury | 91 |
| Competitor B | 27% | 24% | 84 | Mass premium | 85 |
| Competitor C | 12% | 11% | 76 | Value tech | 61 |
Demo data — illustrative example for a premium home appliance brand.
One number for how AI sees you.
Your AI Brand Score measures how strongly your brand appears, performs and is perceived across generative AI engines.
Score dimensions
Demo dataBenchmarked against the eight brands AI names most often in your category.
Turn AI answers into strategic insights.
Every answer is evidence. Reputera reads the ranking, the reasoning and the sources behind it.
Prompt
“What is the best premium washing machine brand in Europe?”
Simplified snippets from 1,240 answers · Demo data
Why is Brand A winning?
01Stronger third-party authority in sources models already cite
02More structured product information (specs, schema, comparisons)
03Higher review coverage on trusted domains
04More frequent authoritative mentions in expert and press content
Built for the brands shaping the next era of search.
Category leaders, challengers and the agencies that advise them — running AI visibility as an operating metric.
Multi-market monitoring
Track how models answer by country, language and category.
Multiple AI engines
ChatGPT, Gemini, Claude, Perplexity — and the surfaces that follow.
Multiple product categories
Run separate visibilities for brand, line, and SKU.
Historical tracking
Watch reputation move as models and your content change.
Team collaboration
Shared workspaces for brand, SEO, product marketing and agencies.
API access
Pipe scores and mentions into the stack you already run.
Custom reporting
Board-ready exports on the cadence your team reviews.