Découvrez comment l'IA décrit votre marque.

Mesurez le langage, les attributs, les forces et les risques que les plateformes d'IA associent à votre marque lorsque les acheteurs posent des questions de catégorie et de comparaison — afin que les équipes marque, communication et contenu repèrent les problèmes de cadrage avant qu'ils ne se figent en un récit de marché.

4.8/5 · 104 avissur
Find anything...⌘K
Visibility
Mentions
Sentiment
Sources
Topics
Fanout
Location
Brand Perception·How ChatGPT perceives your brand
90/ 100
90% pos
8% neu
2% neg
ChatGPT

Specialized is perceived positively for trail performance, the Turbo e-bike ecosystem, dealer support, and race-ready road bikes. AI answers consistently frame the brand as a premium technical choice for riders comparing full-suspension, road, and commuter models.

Negative framing is mostly limited to premium pricing, occasional spec confusion across older model years, and budget alternatives where Canyon, Giant, or Trek are described as stronger value picks.

Based on 128 responses
Sentiment Score·Your brand's sentiment trend over time
Sentiment Score
90+4.0
Showing data for 7 days+4.0
Head-to-Head·-3.0%
Specialized
Canyon
41%
44%

Canyon leads visibility at 44% vs Specialized's 41%. They also rank higher on average (#2.3 vs #2.6). Sentiment favors Specialized at 90 vs 79.

Known for
Known for
Trail performanceTurbo e-bikesDealer supportPremium pricing
Direct-to-consumer valueAero road bikesService availability
Attributes·What AI says about your brand across LLMs
Trail performance23.5%
Turbo e-bike range18.4%
Dealer support13.3%
Premium pricing12.2%
Fit ecosystem10.2%
Road race heritage9.2%
Component confusion7.1%
Commuter utility6.1%
Positive (64%)
Neutral (16%)
Negative (19%)
8 attributes
Brand Facts·Verify what AI platforms say about your brand
4 of 6 facts verified
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Sentiment

Cadrage de la marque

Lisez le résumé réel que les plateformes d'IA donnent à votre marque, avec des expressions positives et négatives reliées aux sources qui façonnent cette perception.

Brand Perception·How ChatGPT perceives your brand
90/ 100
90% pos
8% neu
2% neg
ChatGPT

Specialized is perceived positively for trail performance, the Turbo e-bike ecosystem, dealer support, and race-ready road bikes. AI answers consistently frame the brand as a premium technical choice for riders comparing full-suspension, road, and commuter models.

Negative framing is mostly limited to premium pricing, occasional spec confusion across older model years, and budget alternatives where Canyon, Giant, or Trek are described as stronger value picks.

Based on 128 responses

Sentiment

Tendance du sentiment

Observez si la perception s'améliore ou se dégrade au fil du temps, séparée en langage de réponse positif, neutre et négatif.

Sentiment Score·Your brand's sentiment trend over time
Sentiment Score
90+4.0
Showing data for 7 days+4.0

Sentiment

Cadrage en tête-à-tête

Comparez la visibilité, le rang et le sentiment face à un concurrent à la fois pour que les équipes voient qui l'IA fait paraître plus fort.

Head-to-Head·-3.0%
Specialized
Canyon
41%
44%

Canyon leads visibility at 44% vs Specialized's 41%. They also rank higher on average (#2.3 vs #2.6). Sentiment favors Specialized at 90 vs 79.

Known for
Known for
Trail performanceTurbo e-bikesDealer supportPremium pricing
Direct-to-consumer valueAero road bikesService availability

Sentiment

Analyse des attributs

Voyez les traits que l'IA répète le plus souvent à propos de votre marque, y compris les forces positives, les affirmations neutres et les écarts de perception à corriger.

Attributes·What AI says about your brand across LLMs
Trail performance23.5%
Turbo e-bike range18.4%
Dealer support13.3%
Premium pricing12.2%
Fit ecosystem10.2%
Road race heritage9.2%
Component confusion7.1%
Commuter utility6.1%
Positive (64%)
Neutral (16%)
Negative (19%)
8 attributes

Comment ça marche

La perception, mesurée à partir de la réponse.

Searchable lit comment les réponses d'IA décrivent votre marque : les affirmations, les adjectifs, les concurrents et les preuves citées qui façonnent la perception des acheteurs.

01

Définissez l'ensemble de comparaison

Suivez les questions de catégorie, de marque et de concurrents où les acheteurs sont susceptibles de se forger une opinion.

02

Collectez les réponses

Exécutez le même ensemble de prompts sur les plateformes d'IA pour que le sentiment repose sur des données de réponse comparables.

03

Classez le cadrage

Identifiez les affirmations, attributs, préoccupations et contrastes avec les concurrents qui se répètent dans la réponse.

04

Remontez aux preuves

Reliez le sentiment aux extraits et aux sources qui façonnent la recommandation.

Découvrez comment les entreprises leaders utilisent Searchable pour dominer la recherche IA et transformer la visibilité en croissance.

Réserver une démo

Questions fréquentes

Il mesure la façon dont les réponses d'IA décrivent votre marque, y compris le cadrage positif, les préoccupations négatives, les faits neutres et le positionnement des concurrents.

La visibilité seule ne suffit pas. Les équipes doivent savoir si les plateformes d'IA recommandent la marque pour les bonnes raisons.

Oui. Les vues de sentiment sont conçues pour montrer comment votre marque est cadrée à côté des concurrents sur les mêmes prompts et plateformes.

Oui. Le sentiment est relié aux extraits de réponse, aux expressions répétées, aux attributs de marque et aux sources citées pour que les équipes comprennent pourquoi un score a évolué.

Les équipes marque et communication peuvent utiliser le sentiment pour repérer les affirmations inexactes, les cadrages négatifs, le positionnement des concurrents et les forces répétées à renforcer dans la stratégie de contenu et de sources.

Non. Searchable sépare le cadrage positif, neutre et négatif, puis montre les attributs et les sources qui façonnent cette perception sur les différentes plateformes.

La plupart des équipes examinent le sentiment chaque semaine ou chaque mois, avec un suivi quotidien disponible lors de lancements, de travaux de réputation, de campagnes concurrentes ou de mises à jour majeures de contenu.

Adopté par les marketeurs d'entreprises du monde entier.

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