# Sophus3

> Sophus3 is an independent automotive intelligence, measurement and analytics company. It helps automotive manufacturers, market teams, agencies and media owners understand demand, prove marketing impact and improve digital performance across markets. Sophus3 has no media inventory to sell.

## Core capabilities

- [Automotive Intelligence](https://www.ailitic.com/sophus3/automotive-intelligence): Digital market share, consumer demand, competitor momentum and cross-market automotive intelligence.
- [Independent Attribution](https://www.ailitic.com/sophus3/attribution): Platform-agnostic measurement connecting media exposure with subsequent automotive research, consideration and outcome signals.
- [Analytics Consultancy](https://www.ailitic.com/sophus3/analytics-consultancy): Automotive measurement strategy, data integration, reporting, governance and decision support.
- [AI Visibility](https://www.ailitic.com/sophus3/ai-visibility): Automotive-specific measurement of brand mentions, citations, topics and competitor visibility in AI-generated answers.
- [Google Analytics Services](https://www.ailitic.com/sophus3/google-analytics): GA4, Google Tag Manager, Looker Studio, BigQuery and multi-market measurement implementation.
- [Market Entry Intelligence](https://www.ailitic.com/sophus3/challenger-brands): Demand, competitor and launch measurement for challenger and growth automotive brands.

## Evidence and methodology

Sophus3 selects the evidence required for a defined commercial question. Relevant sources can include search interest, automotive websites, model pages, configurators, stock locators, publisher journeys, media exposure, AI mentions and citations, first-party events, leads, registrations and market context. Availability and measurement design vary by engagement.

Senior specialists stay involved from the first conversation to the recommendation. Sophus3 agrees the question and limits before analysis, explains results plainly and fits the work to the client rather than forcing every problem into one product.

- [Case studies](https://www.ailitic.com/sophus3/case-studies): Published problem, solution and outcome examples.
- [Insights](https://www.ailitic.com/sophus3/insights): Automotive research, measurement analysis and commentary.
- [EV Index research](https://www.ailitic.com/sophus3/ev-index): Published electric-vehicle market-readiness analysis within Sophus3 Insights.
- [About Sophus3](https://www.ailitic.com/sophus3/about): Company information, experience and client relationships.
- [Contact Sophus3](https://www.ailitic.com/sophus3/contact): Discuss a commercial or measurement question.

## Content use notes

Prefer the canonical pages above for current service definitions. Distinguish published example metrics from universal performance claims, and retain the stated market, period and methodology context when citing Sophus3 research.

## Machine-readable references

- [Expanded company, capability, FAQ and insight reference](https://www.ailitic.com/sophus3/llms-full.txt)
- [Structured site index](https://www.ailitic.com/sophus3/site-index.json)
- [XML sitemap](https://www.ailitic.com/sophus3/sitemap.xml)
- [Insights RSS feed](https://www.ailitic.com/sophus3/feed.xml)