Side-by-side comparison of AI visibility scores, market position, and capabilities
Autonomous trucking software company; went public via SPAC in 2021 at $5.2B valuation but shut down in March 2023 after failing to secure continued funding.
Embark Trucks was an autonomous trucking technology company that developed self-driving software for Class 8 long-haul freight. Founded in 2016 and headquartered in San Francisco, Embark pursued a software-licensing model, partnering with truck OEMs and fleets rather than building its own vehicles. The company went public via SPAC merger in November 2021 at a valuation of approximately $5.2 billion, becoming one of the first autonomous trucking companies to reach public markets.
Customer data platform for auto dealerships that unifies DMS, CRM, website, and ad data to power AI-driven marketing. Tel Aviv-based; formerly AutoLeadStar; serves 1,000+ dealerships across North America.
Fullpath is a customer data platform (CDP) built specifically for automotive dealerships, headquartered in Tel Aviv, Israel. Formerly known as AutoLeadStar before rebranding, Fullpath unifies dealership first-party data from DMS, CRM, website behavior, ad platform, and service history into a single customer intelligence layer. This unified data foundation enables dealerships to run AI-powered marketing campaigns with precise audience targeting, retargeting, and lifecycle messaging—capabilities that were previously only accessible to enterprise brands with dedicated data teams. Fullpath serves hundreds of dealerships and dealer groups across the United States.\n\nFullpath's core product is its CDXP (Customer Data and Experience Platform), which ingests data from all of a dealer's systems and activates it across paid social, paid search, email, and display channels without requiring dealers to manually build and maintain audience segments. The platform's AI layer continuously optimizes campaign performance based on real conversion signals—using VDP views, CRM leads, service appointments, and actual sales from the DMS—rather than proxy engagement metrics. Fullpath also provides an attribution model that ties marketing spend directly to closed deals, giving dealers clearer ROI visibility than traditional digital marketing reporting.\n\nFullpath competes with PureCars, Foureyes, and traditional automotive digital agencies in the dealer data activation and AI marketing market. For dealer groups that have accumulated years of CRM, DMS, and service data but lack the tools to activate it intelligently, Fullpath provides a modern CDP layer that turns historical customer data into a durable competitive advantage. Its Israeli engineering roots and CDP-native architecture give it a product depth in data unification and AI activation that automotive-specific marketing tools built on top of general ad platforms often cannot match.
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