Reputera shows how ChatGPT, Gemini, Claude, Perplexity and other AI engines 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 |
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
Queries return ranked pages. Visibility was a fight for position ten links long.
02
Answers replace lists. Models synthesize the web into a single, confident paragraph.
03
The model names a brand. That mention is the new homepage, SERP, and shortlist.
01
Rank and traffic do not guarantee a citation. If the model never says your name, you are not in the consideration set.
02
Models favor sources, structure and authority they already trust. You need to see who they name — and why.
03
Every answer carries a description: premium or cheap, trusted or unknown, leader or also-ran. That story compounds.
Measure, understand and improve how AI sees your brand — in one place, on a single scale.
01
Track how often and where your brand appears across major AI engines — prompts, markets, and categories.
02
Understand how AI describes your company, products, strengths and weaknesses, in the model's own language.
03
See which competitors AI recommends instead of you, and on which questions you lose the mention.
04
Receive actionable recommendations to improve AI visibility and influence — content, structure, and authority.
A single workspace for visibility, perception, competitors and change over time — built for marketing leaders, not dashboards for their own sake.
Live workspace
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?
A continuous loop, not a one-off audit. Every week the model's answer changes — and so does your position in it.
01
Reputera continuously tests thousands of relevant prompts across AI engines — the questions your buyers actually ask.
02
The platform reads mentions, recommendations, sentiment, competitors and brand associations at the answer level.
03
Insights become concrete GEO actions for marketing and content teams: what to publish, structure, and earn.
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.
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.
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
Category leaders, challengers and the agencies that advise them — running AI visibility as an operating metric.
Track how models answer by country, language and category.
ChatGPT, Gemini, Claude, Perplexity — and the surfaces that follow.
Run separate visibilities for brand, line, and SKU.
Watch reputation move as models and your content change.
Shared workspaces for brand, SEO, product marketing and agencies.
Pipe scores and mentions into the stack you already run.
Board-ready exports on the cadence your team reviews.
Understand how AI sees you. Measure where you stand. Improve where it matters.