--- title: Vertex AI Search Reviews meta\_title: 'Vertex AI Search Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 23 reviews by the users' company size, role or industry to find out how Vertex AI Search works for a business like yours. aggregate\_rating: rating\_value: 4.0 review\_count: 23 scale: '5' date\_modified: '2026-08-12' parent\_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- ### Vertex AI Search Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users value the **easy integrations** of Vertex AI Search, seamlessly connecting with various data sources and services. [(3 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669259&qs=pros-and-cons#reviews) Users find Vertex AI Search to be an **easy-to-use no-code solution** , facilitating quick implementation and customization. [(2 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669124&qs=pros-and-cons#reviews) Users appreciate the **seamless integration** with various storage options, enhancing relevance and speed in search results. [(2 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1957112&qs=pros-and-cons#reviews) Users value the **customization flexibility** of Vertex AI Search, enhancing their ability to tailor solutions effectively. [(1 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669276&qs=pros-and-cons#reviews) Users appreciate the **ease of creation** in Vertex AI Search, enabling quick integration and instant search results. [(1 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=2106016&qs=pros-and-cons#reviews) Users face **missing data** issues due to slow setup for unstructured data and unclear snippet generation. [(2 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669251&qs=pros-and-cons#reviews) Users find the **difficult navigation** of Vertex AI Search challenging, affecting their ability to comprehend metrics easily. [(1 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669161&qs=pros-and-cons#reviews) Users express concerns about the **lack of transparency** in URL pattern matching and snippet generation processes. [(1 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669303&qs=pros-and-cons#reviews) Users find the **learning difficulty** challenging, especially when trying to understand the platform's complex metrics. [(1 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669211&qs=pros-and-cons#reviews) Users struggle with **limited data integration capabilities** , particularly the inability to index third-party domains. [(1 mentions)](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669144&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Vertex AI Search ##### 1. Easy Integrations Users value the **easy integrations** of Vertex AI Search, seamlessly connecting with various data sources and services. [ See 3 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669259&qs=pros-and-cons#reviews) See Related User Reviews ![Avineet A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Avineet A.") AA Avineet A. Mid-Market (51-1000 emp.) 4.0/5 "Enables GenAI on Enterprise Documents and storage" What do you like about Vertex AI Search? Ease of integrating the documents as well as any storage like BigQuery and more recently CloudSQL and other data via API mecahnism. It does all the Ve SR Shreyash R. Small-Business (50 or fewer emp.) 3.5/5 "Great set of toolsets for text needs" What do you like about Vertex AI Search? It is a unified platform that enables seamless integration with your products ##### 2. Ease of Use Users find Vertex AI Search to be an **easy-to-use no-code solution** , facilitating quick implementation and customization. [ See 2 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669124&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "Google’s search performance, but now with AI" What do you like about Vertex AI Search? Google's existing search performance is there, but also with Generative AI. No-code solution, easy to start. Built in scraper so that you don't nee ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 3.5/5 "Vertex AI Search and Conversation: making conversational product pilots easier" What do you like about Vertex AI Search? We used Vertex AI Search and Conversation for a chatbot PoC last month. The straightforward orchestration interface that reduced need for code making ##### 3. Results Users appreciate the **seamless integration** with various storage options, enhancing relevance and speed in search results. [ See 2 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1957112&qs=pros-and-cons#reviews) See Related User Reviews ![Avineet A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Avineet A.") AA Avineet A. Mid-Market (51-1000 emp.) 4.0/5 "Enables GenAI on Enterprise Documents and storage" What do you like about Vertex AI Search? Ease of integrating the documents as well as any storage like BigQuery and more recently CloudSQL and other data via API mecahnism. It does all the Ve ![Raj B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Raj B.") RB Raj B. Enterprise (\> 1000 emp.) 4.0/5 "Tools to accelerate building agents and applications" What do you like about Vertex AI Search? Cutomized conversation, tailored to one's needs making the responses relevant Keeps learning and enhancing solutions ##### 4. Customization Users value the **customization flexibility** of Vertex AI Search, enhancing their ability to tailor solutions effectively. [ See 1 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669276&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 3.5/5 "Vertex AI Search and Conversation: making conversational product pilots easier" What do you like about Vertex AI Search? We used Vertex AI Search and Conversation for a chatbot PoC last month. The straightforward orchestration interface that reduced need for code making ##### 5. Ease of Creation Users appreciate the **ease of creation** in Vertex AI Search, enabling quick integration and instant search results. [ See 1 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=2106016&qs=pros-and-cons#reviews) See Related User Reviews ![Avineet A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Avineet A.") AA Avineet A. Mid-Market (51-1000 emp.) 4.0/5 "Enables GenAI on Enterprise Documents and storage" What do you like about Vertex AI Search? Ease of integrating the documents as well as any storage like BigQuery and more recently CloudSQL and other data via API mecahnism. It does all the Ve ### 5 Cons or Disadvantages of Vertex AI Search ##### 1. Missing Data Users face **missing data** issues due to slow setup for unstructured data and unclear snippet generation. [ See 2 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669251&qs=pros-and-cons#reviews) See Related User Reviews ![Avineet A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Avineet A.") AA Avineet A. Enterprise (\> 1000 emp.) 3.5/5 "Quick Implementation of Search enabled by GenAI by Google" What do you dislike about Vertex AI Search? Setup takes a while for some unstructured data and if the files are huge for it to be indexed and be available for search. Conversations may not be co ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "Google’s search performance, but now with AI" What do you dislike about Vertex AI Search? The URL pattern matching, as well as how snippets are generated, is blackbox. ##### 2. Difficult Navigation Users find the **difficult navigation** of Vertex AI Search challenging, affecting their ability to comprehend metrics easily. [ See 1 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669161&qs=pros-and-cons#reviews) See Related User Reviews ![Danya V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Danya V.") DV Danya V. Small-Business (50 or fewer emp.) 4.0/5 "Recommended services by Google cloud" What do you dislike about Vertex AI Search? Cloud based services will not connect if the internet connectivity is poor. The platform is a little complex for a users to start and comprehend few ##### 3. Lack of Information Users express concerns about the **lack of transparency** in URL pattern matching and snippet generation processes. [ See 1 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669303&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "Google’s search performance, but now with AI" What do you dislike about Vertex AI Search? The URL pattern matching, as well as how snippets are generated, is blackbox. ##### 4. Learning Difficulty Users find the **learning difficulty** challenging, especially when trying to understand the platform's complex metrics. [ See 1 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669211&qs=pros-and-cons#reviews) See Related User Reviews ![Danya V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Danya V.") DV Danya V. Small-Business (50 or fewer emp.) 4.0/5 "Recommended services by Google cloud" What do you dislike about Vertex AI Search? Cloud based services will not connect if the internet connectivity is poor. The platform is a little complex for a users to start and comprehend few ##### 5. Limitations Users struggle with **limited data integration capabilities** , particularly the inability to index third-party domains. [ See 1 mentions ](https://www.g2.com/products/vertex-ai-search/reviews?filters%5Bsentiment_snippet%5D=1669144&qs=pros-and-cons#reviews) See Related User Reviews ![Avineet A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Avineet A.") AA Avineet A. Mid-Market (51-1000 emp.) 4.0/5 "Enables GenAI on Enterprise Documents and storage" What do you dislike about Vertex AI Search? The limited data integration capabilities. Limitation to have own the domain to enable search on it. Can't index 3rd party domain, which AWS Kendra al ## Top-Rated Alternatives [ ![Algolia](https://images.g2crowd.com/uploads/product/hd_favicon/879f5b5f5ad6000281c7c48f17d0e442/algolia.svg "Algolia") Algolia 4.5/5(453) ](https://www.g2.com/products/algolia/reviews) [ ![Elasticsearch](https://images.g2crowd.com/uploads/product/hd_favicon/e7602b1e1f7be279a08b2d0959fa2432/elastic-elasticsearch.svg "Elasticsearch") Elasticsearch 4.5/5(292) ](https://www.g2.com/products/elastic-elasticsearch/reviews) [ ![Luigi's Box](https://images.g2crowd.com/uploads/product/hd_favicon/1502117931/luigi-s-box.svg "Luigi's Box") Luigi's Box 4.8/5(431) ](https://www.g2.com/products/luigi-s-box/reviews) [ View All Alternatives ](https://www.g2.com/products/vertex-ai-search/competitors/alternatives) ![Subhashree S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Subhashree S.") SS Subhashree S. Developer Enterprise (\> 1000 emp.) 8/3/2026 "Fast, Relevant AI Search with Seamless Google Cloud Integration" 4.5/5 What do you like best about Vertex AI Search? What I like best about Vertex AI Search is how quickly it enables the creation of intelligent, AI-powered search experiences with minimal setup. It delivers highly relevant search results using Google's advanced language models, understands natural language queries, and provides accurate, context-aware responses. The seamless integration with other Google Cloud services, scalability, and enterprise-grade security make it a great choice for building internal knowledge bases, customer support portals, and document search applications. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? One drawback of Vertex AI Search is that the initial setup and configuration can feel complex, especially for teams that are new to the Google Cloud ecosystem. Fine-tuning search relevance and managing indexing may require some experimentation, and the pricing can become expensive as data volume and query traffic grow. While the documentation is comprehensive, some advanced features have a learning curve and could benefit from more practical examples and easier configuration. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? Vertex AI Search helps solve the challenge of finding relevant information across large volumes of documents and enterprise data. Instead of relying on basic keyword searches, it understands natural language queries and returns more accurate, context-aware results. This has improved productivity by reducing the time spent searching for information, enabling faster access to knowledge, and helping build better AI-powered search experiences for internal users and customers. It has also simplified the development of intelligent search applications without requiring extensive machine learning expertise. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![LOKESH G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "LOKESH G.") LG LOKESH G. Engineer.SGB TCS-FS CORE BANKING,Production Information Technology and Services Enterprise (\> 1000 emp.) 7/22/2026 "Accurate, Context-Aware Search with Vertex AI Search and RAG" 4.5/5 What do you like best about Vertex AI Search? What I like most about Vertex AI Search is how it combines semantic search with generative AI to deliver accurate, context-aware results. It integrates smoothly with the Google Cloud ecosystem, supports retrieval-augmented generation (RAG) out of the box, scales well for enterprise use cases, and requires very little infrastructure management. The strong search relevance, natural language understanding, and grounded AI responses make it especially well suited for knowledge bases, documentation search, and conversational AI applications. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? The biggest drawbacks are the pricing, which can get expensive as usage and indexed data grow, and the learning curve involved in configuring relevance tuning and other advanced search features. The initial setup and integration can also feel complex, especially for teams that are new to Google Cloud. I’d also like to see more transparent debugging tools for understanding search rankings, additional data connectors, and more granular control over retrieval and ranking behavior. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? Vertex AI Search addresses the challenge of quickly finding relevant information across large collections of documents and enterprise data. With its semantic search and generative AI capabilities, it can surface accurate, context-aware answers rather than relying only on keyword matches, which helps reduce the time spent searching. As a result, productivity improves, knowledge becomes easier to access, and it’s simpler to build AI-powered search and chatbot experiences with less custom infrastructure and ongoing maintenance. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Sayan B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sayan B.") SB Sayan B. Software Engineer-I Small-Business (50 or fewer emp.) 7/21/2026 "Reliable Natural Language Search, but Poor Grounding and Too Many Dead Links" 2/5 What do you like best about Vertex AI Search? The information which we are looking for - that can be obtained using a natural language query and looking for general information is quite reliable, which you would get using google search. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? Grounding is a disaster, grounding metadata is pretty useless and most of the links given by vertex ai search lead to dead links, so it's not useful for looking up real time information especially like ecommerce data. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? Vertex AI is the successor to Custom Search API and it easily integrates with LLM workflows and agents, which we actively develop here at Better. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Parsapalli G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Parsapalli G.") PG Parsapalli G. Project Engineer Information Technology and Services Mid-Market (51-1000 emp.) 8/9/2026 "Vertex AI Search’s Fully Managed RAG Capability Stands Out" 5/5 What do you like best about Vertex AI Search? What stands out about vertex ai search is that its fully managed RAG capability Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? What I dislike about Vertex AI Search is that it gets expensive very quickly when you use it a lot. Setting it up is hard if you aren't already using Google Cloud Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? Vertex AI Search solves the hassle of finding information hidden across scattered company files. It benefits me by understanding actual context instead of just matching keywords, quickly giving me accurate answers and saving hours of manual searching. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Consulting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consulting") UC Verified User in Consulting Mid-Market (51-1000 emp.) 8/4/2026 Business partner of the seller or seller's competitor, not included in G2 scores. "Zero-Headache Enterprise Search: Turning Messy Data into Instant Answers" 4/5 What do you like best about Vertex AI Search? Honestly, Vertex AI Search just makes life so much easier. It takes all the headache out of building generative AI search apps and gives teams a ready-to-use platform that gets up and running incredibly fast. Here’s what stands out most to me from a TAM perspective: No more duct-taping tools together: Building AI search usually means piecing together vector databases, embedding models, and custom code. Vertex does all that heavy lifting for you right out of the box. Teams can go from a cool idea to a working app in days instead of months. It actually cites its sources: This is a massive win for clients. The AI grounds its answers strictly in your own data and provides exact citations and links back to the original documents. It really cuts down on the AI "hallucinating" or making things up, which builds so much trust with users. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? As much as I love the platform, it’s not a magic wand. If your team isn't already comfortable navigating Google Cloud, the setup can feel a bit overwhelming, and if you aren't careful, the costs can sneak up on you. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? The biggest problem it solves is the "build vs. buy" dilemma for enterprise AI, while finally curing the headache of internal data silos. It lets teams confidently deploy AI search without drowning in infrastructure maintenance. Here are the specific problems it solves and how my clients benefit: Problem: The "Where did I save that?" time-sink. Benefit: Before Vertex AI Search, employees wasted hours trying to guess the exact keywords to find an HR policy or technical doc across multiple platforms. Because Vertex uses true semantic search (understanding the intent of a question, not just matching words), users can ask natural questions like, "What's our policy on remote work expenses?" and get an instant, summarized answer. It reclaims a massive amount of lost productivity. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Architecture & Planning](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Architecture & Planning") UA Verified User in Architecture & Planning Small-Business (50 or fewer emp.) 8/6/2026 "Powerful Custom Database Idea, But Setup and UI Felt Too Complicated" 3/5 What do you like best about Vertex AI Search? Although I couldn't get my head around using it and setting it up, I do like the principle. I like how you can create your own data base, upload all your documents, websites, spreadsheets etc and put them into your own database for searching or using an ai to read and to chat with about certain information Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? I just couldn't get my head around using it. although it seems easy to set up, I just couldn't do it. no amount of videos or guides was helping me set it up. it was too complicated for me to understand and the user interface felt a bit messy Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? the problem it would have solved was to have a database about information using documents, websites and spreadsheets and to use an ai to search though this database looking for correct information. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconValidated ReviewerIncentivizedSource: G2 invite ![Lakshmidas P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lakshmidas P.") LP Lakshmidas P. 15 years of Experience in U.S. telecom provisioning Telecommunications Mid-Market (51-1000 emp.) 7/28/2026 "Fast, Relevant AI Search—But Setup and Advanced Features Take Know-How" 3.5/5 What do you like best about Vertex AI Search? Vertex AI Search is fast and easy to use. It helps me find the right information quickly, so I don’t have to spend much time searching. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? I’d really like to see a simpler setup process and more affordable pricing options for smaller teams. A few of the features also come with a bit of a learning curve, so it can take some time to get fully comfortable with everything. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? Vertex AI Search pulls information from different systems into a single place. It makes it easier for me to find answers quickly, and it has improved my day-to-day work. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon 7/29/2026 Validated ReviewerIncentivizedSource: G2 invite ![Elmarie D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Elmarie D.") ED Elmarie D. Service Desk Lead Small-Business (50 or fewer emp.) 7/16/2026 "Makes Information Instantly Accessible" 5/5 What do you like best about Vertex AI Search? It makes Compliance Online's information feel instantly accessible without employees needing to know exactly where each document is stored or which word to search for. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? There is quite a lot of effort in the initial setup stage. If you have multiple versions of the same document or instructions that differ due to updates/changes it results in inconsistent answers. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? The fact that we are now able to ask a complicated work question in ordinary language and receive (immediately) a clear answer sourced from our own internal information. This reduces time and effort in searching for relevant documents/information. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer & Network Security](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer & Network Security") CC Verified User in Computer & Network Security Small-Business (50 or fewer emp.) 8/11/2026 "Vertex AI + Gemini: Great Results for RAG and Semantic Search" 5/5 What do you like best about Vertex AI Search? We’ve been using Vertex AI for our RAG pipeline built around Cloud Storage files and BigQuery data. So far, it’s been working great with the new Gemini version. Semantic search is also working well. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? It doesn’t support complete, exact data and, in most cases, only covers partial data. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? We built a chatbot with conversation intelligence integration that calls Vertex AI to help summarize conversations and better support customers. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Electrical/Electronic Manufacturing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Electrical/Electronic Manufacturing") UE Verified User in Electrical/Electronic Manufacturing Mid-Market (51-1000 emp.) 8/12/2026 "Privacy-First, Natural-Language Search Made Easy" 4/5 What do you like best about Vertex AI Search? Basically, the best part about Vertex AI Search is that it maintains privacy, and searching is quite easy because it understands normal language instead of requiring a specific query. Review collected by and hosted on G2.com. What do you dislike about Vertex AI Search? Now that it’s integrated with Google Cloud, I can’t use it directly anymore, which means I’m not able to use its full potential like I could before. Review collected by and hosted on G2.com. What problems is Vertex AI Search solving and how is that benefiting you? Day to day in my profession, I deal with many queries related to customers’ business modules, their decision-making structure, and everything around that. Vertex helps me understand it all in a very simplified way, which strengthens my position in my organisation and helps me keep performing consistently better. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic Review from User Profile ## Work at Google? Claim this profile to respond to reviews, update product info, and reach in-market buyers. [ Claim this profile ](https://www.g2.com/products/vertex-ai-search/claim_requests/new?utm_medium=profile-footer-claim-cta&utm_source=g2) ##### Categories on G2 [Site Search Software](https://www.g2.com/categories/site-search-software)[AI Search and Discovery Platforms](https://www.g2.com/categories/ai-search-and-discovery-platforms) ##### Explore More [Which emergency management systems reach employees via multiple channels to ensure incident notification delivery?](https://www.g2.com/discussions/which-emergency-management-systems-reach-employees-via-multiple-channels-to-ensure-incident-notification-delivery)[Best Payroll Software](https://www.g2.com/articles/best-payroll-software)[Which event ticketing platforms are good for music venues or festivals that need to manage tiered pricing, reserved seating and high-volume sales at once?](https://www.g2.com/discussions/which-event-ticketing-platforms-are-good-for-music-venues-or-festivals-that-need-to-manage-tiered-pricing-reserved-seating-and-high-volume-sales-at-once) [Is Qualio worth it for automating regulatory updates and compliance documentation tracking, or does a broader QMS cover the same ground for organisations evaluating solutions?](https://www.g2.com/discussions/is-qualio-worth-it-for-automating-regulatory-updates-and-compliance-documentation-tracking-or-does-a-broader-qms-cover-the-same-ground-for-organisations-evaluating-solutions%20)[What are the most reliable and stable Google Workspace academic solutions based on verified customer reviews from established enterprises?](https://www.g2.com/discussions/what-are-the-most-reliable-and-stable-google-workspace-academic-solutions-based-on-verified-customer-reviews-from-established-enterprises)[Pros and Cons Details](https://www.g2.com/products/vertex-ai-search/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)