We audit your product catalog, metadata quality, and content signals to uncover gaps that undermine search relevance and hurt conversion rates.
We design and implement semantic search and retrieval-augmented generation strategies that understand user intent beyond keyword matching.
We fine-tune ranking models using learning-to-rank, boost/bury rules, and field weighting to ensure the most relevant results surface first.
We build ground-truth judgment sets and evaluation frameworks using NDCG, precision, and recall to continuously measure and improve search quality.
Our team has decades of combined experience optimizing search for leading enterprises across e-commerce, media, healthcare, and technology. We combine deep domain expertise with cutting-edge AI/ML techniques to deliver search experiences that truly understand user intent.
We offer flexible engagement models designed to match your search relevance needs, whether you are just getting started or scaling enterprise-wide.
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We analyze your current search queries, click-through data, zero-result rates, and ranking quality to identify specific areas for improvement and build a prioritized roadmap.
Most clients see measurable improvements within the first 2-4 weeks. Our iterative approach delivers quick wins while building toward long-term relevance excellence.
We work with all major search platforms including Elasticsearch, Solr, OpenSearch, Vespa, and custom search solutions. Our expertise is platform-agnostic and focused on relevance.
Our comprehensive service offerings cover every aspect of search relevance optimization.
Enrich product catalogs with structured metadata, attribute normalization, and taxonomy alignment to power precise, faceted search experiences.
Implement semantic vector search and retrieval-augmented generation to move beyond keyword matching and truly understand user intent.
Fine-tune ranking algorithms, learning-to-rank models, and boost/bury rules to ensure the most relevant results surface first for every query.
Build ground-truth judgment sets and evaluation frameworks using NDCG, MRR, and precision to continuously measure and improve search quality.
Meet the outstanding search relevance professionals who power our consulting practice
Let our search relevance experts analyze your current search quality and build a roadmap to measurably better results.
Our clients consistently report significant improvements in search quality, user engagement, and conversion rates after working with Cognitivi.
Cognitivi transformed our e-commerce search completely. Our customers now find exactly what they need, and our conversion rates have increased by 35%. Simply unbelievable!
After Cognitivi optimized our search relevance, user engagement skyrocketed. We can't imagine operating without their expertise. Definitely worth the investment.
I STRONGLY recommend Cognitivi to EVERYONE looking to improve their search relevance and user experience. Their expertise is world-class!
The very best search consultants we have worked with. Cognitivi's approach to relevance tuning and evaluation is rigorous and results-driven. Highly recommended!
Thanks to Cognitivi, our search now handles complex queries intelligently. Zero-result rates dropped by 55% and customer satisfaction is at an all-time high.
Cognitivi's search relevance expertise helped us redesign our entire search experience. The results speak for themselves - higher engagement and better conversions.
We partner with industry leaders to optimize their search platforms, delivering relevance improvements that drive real business outcomes.
