Arobis AI Introduces Recommendation RateTM, A New KPI for Marketing Teams in the AI Search Era

For more than twenty years, marketing teams have measured success using familiar metrics such as search rankings, impressions, click-through rates, website traffic, marketing qualified leads, and conversions. These metrics were built for a world where buyers primarily discovered software through traditional search engines.

According to Arobis AI, that world is rapidly changing.

Today, buyers increasingly begin their purchasing journey by asking conversational AI platforms questions such as "What's the best CRM for manufacturing?", "Which employee monitoring software should I choose?", or "What's the best AI observability platform?" Instead of reviewing ten blue links, buyers receive a shortlist of recommended vendors generated by AI.

To help marketing teams measure success in this new environment, Arobis AI has introduced Recommendation RateTM, a new performance indicator designed specifically for the AI search era.

Recommendation RateTM measures how frequently a company is recommended by leading AI platforms during relevant buying intent conversations. Rather than focusing on whether a brand can be found online, the metric focuses on whether AI confidently recommends that brand when potential customers ask commercial questions.

"The most important marketing question is no longer 'Where do we rank?'," said Ran Yosef, Founder and CEO of Arobis AI. "It's 'Are we being recommended when buyers ask AI which solution to choose?' Visibility gets you seen. Recommendations get you chosen."

Arobis AI believes Recommendation RateTM addresses a growing blind spot for modern marketing teams. While companies have sophisticated dashboards for SEO, paid advertising, attribution, and website analytics, very few organizations currently measure how often they appear in AI-generated buying conversations.

The company expects this metric to become increasingly important as conversational AI becomes a standard part of enterprise software evaluation.

Unlike traditional SEO metrics, Recommendation RateTM reflects AI confidence rather than search visibility. A high recommendation rate suggests that AI platforms consistently associate a company with a particular category and have sufficient confidence in its authority, reputation, and third-party validation to recommend it during commercial conversations.

Arobis AI explains that improving Recommendation RateTM cannot be achieved through website optimization alone. AI recommendations are influenced by a broader ecosystem of authority signals, including editorial coverage, customer reviews, comparison websites, independent product discussions, structured company information, industry recognition, and other trusted third-party sources that help AI models determine which companies deserve to be recommended.

The company believes Recommendation RateTM will complement, rather than replace, traditional marketing metrics by helping organizations understand how AI platforms influence demand generation before buyers ever reach a corporate website.

To support marketers, Arobis AI has integrated Recommendation RateTM concepts into its AI Visibility Audit and Free AI Visibility Checker, helping organizations better understand how they are represented across major AI platforms including ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, Microsoft Copilot, and Grok.

"As AI increasingly becomes the first place buyers ask for recommendations, marketers need KPIs that reflect how buying decisions are actually being influenced," added Yosef. "The companies that measure recommendations today will be better positioned to earn them tomorrow."

More information is available at https://arobis.ai

Free AI Visibility Checker: https://tools.arobis.ai/ai-visibility-checker

LinkedIn: https://www.linkedin.com/company/arobis-ai/

Company Name
Arobis AI

Postal Address
100 Summer Street, Suite 1600
Boston, MA 02110
United States

Press Contact
Ran Yosef
Founder & CEO

Email: ran [at] arobis.ai

Website: https://arobis.ai

LinkedIn: https://www.linkedin.com/company/arobis-ai/

Arobis AI is an AI Search Demand Generation and AI Visibility agency headquartered in Boston, Massachusetts. The company helps SaaS organizations improve how they are discovered, understood, and recommended across leading AI platforms, including ChatGPT, Claude, Gemini, Google AI Mode, Perplexity, Microsoft Copilot, and Grok.

Arobis AI developed the AI Visibility Audit and the Free AI Visibility Checker to help marketing teams understand their AI recommendation presence, identify authority gaps, and improve their ability to earn recommendations during high buying intent conversations.

The company's mission is to help organizations move beyond traditional search visibility by building the trust and authority signals that influence AI recommendations and ultimately generate more qualified pipeline.

This release was published on openPR.