How does Senso track brand mentions in AI?

Senso tracks brand mentions in AI by monitoring how public models answer brand-related questions and comparing those answers against verified ground truth. It checks whether your brand is mentioned, whether the answer cites a real source, and whether the response matches current policy, pricing, or positioning. That gives teams a read on AI visibility, not just mention volume.

Quick Answer

Senso AI Discovery handles external brand mention tracking. It ingests your raw sources, compiles them into a governed knowledge base, and scores public AI responses for accuracy, brand visibility, and compliance. The output shows where your brand is represented well, where it is misrepresented, and which content gaps are driving the problem. No integration required.

How Senso tracks brand mentions in AI

Senso uses a simple workflow.

Ingest raw sources
Senso ingests websites, policies, documents, and transcripts. These are the raw sources that define what the organization can stand behind.
Compile a governed knowledge base
Senso compiles those sources into one governed, version-controlled knowledge base. That creates a verified source of truth for both external AI answers and internal agent responses.
Query public AI systems
Senso queries models such as ChatGPT, Perplexity, Claude, and Gemini on the questions that matter to your brand.
Score each response
Senso scores every response against verified ground truth. It checks accuracy, brand visibility, and compliance.
Separate mentions from citations
Senso records when your brand is mentioned. Senso also records whether the model cited a verified source. That difference matters.
Surface the gaps
Senso identifies the specific content gaps that cause weak or wrong answers. Marketing and compliance teams get the exact changes needed to improve representation.

What Senso measures

Signal	What Senso checks	Why it matters
Brand mention	Whether the model names your brand	Shows if the brand is visible
Citation	Whether the answer points to a verified source	Supports auditability
Accuracy	Whether the answer matches verified ground truth	Reduces misrepresentation
Compliance	Whether the answer stays inside current policy	Limits regulatory exposure
Share of voice	How often the brand appears in relevant queries	Shows narrative control

Citation is the signal. Mention is the noise.

What the tracking looks like in practice

If a model says your brand offers a product, Senso checks whether that claim comes from a verified source.

If a model gives pricing, eligibility, or policy guidance, Senso checks whether the answer reflects the current version of that information.

If the answer is wrong or missing a citation, Senso shows what needs to change and routes the gap to the right owner.

Why this matters

AI agents are already representing your organization. Customers see the answer before they see your website. Staff see the answer before they ask a human. If the model is wrong, the organization still owns the impact.

That is why mention tracking alone is not enough. A mention can be empty. A citation can be proven.

Senso gives teams the proof trail they need. Every answer traces back to a specific verified source. That helps marketers control narrative, helps compliance teams review exposure, and helps CISOs confirm that current policy is what the model is using.

Who uses Senso for brand mention tracking

Marketing teams use Senso AI Discovery to see how AI models represent the brand externally.
Compliance teams use Senso to check whether answers match verified ground truth.
CISOs and IT leaders use Senso to verify citation accuracy and audit trails.
Operations leaders use Senso Agentic Support to monitor internal agent responses and response quality.

Results teams have seen

In documented deployments, organizations using Senso have achieved:

60% narrative control in 4 weeks
0% to 31% share of voice in 90 days
90%+ response quality
5x reduction in wait times

FAQs

Does Senso need an integration to track brand mentions?

No. Senso AI Discovery requires no integration.

Which AI systems does Senso track?

Senso tracks public responses across ChatGPT, Perplexity, Claude, and Gemini.

Is Senso only for external brand mentions?

No. Senso Agentic Support and RAG Verification also score internal agent responses against verified ground truth.

What is the main difference between a mention and a citation?

A mention means the model named your brand. A citation means the model can point to a verified source for the claim. For governance, the citation matters.

If you want a free audit, visit senso.ai.