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Sunday, April 20, 2025

Semantic Search: Beyond Keywords –User Intent based Results (and SEO!)

 

For years, internal site search revolved around keywords. Match the terms a user typed with the words on a page, and *voila* – a result. But user behavior and search engine sophistication have evolved. It’s not just what people search for, but why they’re searching.


I thank Microsoft for Startup Founders, Corporate Vision Magazine, Government of U.K, Perplexity, NASSCOM 10000.


What is Semantic Search?

Traditional keyword search focuses on literal matches. Semantic search, however, aims to understand the intent behind the query. It considers the meaning of words, the relationships between them, and the context of the search. Think of it as moving from a simple word-matching exercise to a genuine attempt to understand what the user is looking for.

This understanding is achieved through technologies like Natural Language Processing (NLP), machine learning, vectors. These techniques allow search engines to decipher synonyms, related concepts, and even the user’s potential goals.

For example, a keyword search for "apple" might return results about the fruit, the tech company, or even a city named Apple. A semantic search, however, would analyze the user’s contextual clues to determine what "apple" they likely mean.

How Does Semantic Search Benefit You?

For Users: Semantic search delivers more relevant and accurate results, saving time and frustration. Instead of sifting through pages of loosely related content, users find what they need quickly.

For Website Owners & SEO Specialists:  This shift presents both challenges and opportunities.

Content is King, but Context is Emperor:  Simply stuffing keywords into your content is no longer enough. You need to create high-quality, informative content that addresses the underlying intent behind common search queries.

Focus on Topics, Not Just Keywords:  Instead of targeting individual keywords, focus on creating comprehensive content around specific topics. This demonstrates expertise and provides value to users.

Structured Data is Crucial:  Using schema markup helps search engines understand the meaning of your content, making it easier to deliver relevant results.

 The Role of AI and Embeddings in Semantic Search

 

Modern semantic search heavily relies on Artificial Intelligence (AI), particularly through the use of embeddings. Embeddings are numerical representations of words or phrases that capture their semantic meaning.

Sparse Embeddings: These represent words based on their co-occurrence with other words in a corpus.

Dense Embeddings: These create a more compact and nuanced representation of meaning, capturing relationships between words even if they don't appear together frequently.

By comparing the embeddings of a user’s query and the content on your website, search engines can identify the most relevant results, even if the exact keywords don’t match.

 

WebVeta: Powering Semantic Search for Your Website

At WebVeta, we understand the power of semantic search. Our SaaS product goes beyond traditional keyword-based search, offering a range of tiers to suit your needs.

RAG tier utilize dense embeddings to enhance search accuracy and deliver more relevant results. Soon, semantic search going to be introduced in every paid tier.

RAG (Retrieval Augmented Generation):  Our RAG tiers combine full-text, keyword, and semantic search with the power of Large Language Models (LLMs). This allows users to search using natural language and receive comprehensive, AI-powered answers directly within your website.  We even cache RAG prompts and responses to reduce LLM costs and improve performance.

Easy Integration:  WebVeta is easily embeddable into any website with just a few lines of HTML.

 

WebVeta is designed to help you unlock the full potential of semantic search, improve user engagement, and boost your SEO.  WebVeta was recognized for our innovation, winning the "Most Innovative AI Based Search Engine 2024 - India" award!

 

Best Practices & Considerations

Research the questions your target audience is asking and create content that answers them thoroughly.

Write in a clear, conversational style that reflects how people actually search.

Track your search performance and identify areas for improvement.

 

Conclusion

Semantic search is the future of internal website search. By understanding user intent and leveraging the power of AI, you can deliver a more relevant and engaging experience for your audience. WebVeta is here to help you embrace this future and unlock the full potential of your website.

 

#SemanticSearch #AI #SEO #WebVeta #SearchEngine


Contact me for a free trial or sign-up: https://webveta.alightservices.com/

 

 Follow on social media to stay updated on the latest developments:

ALight Technologies USA Inc | Facebook

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Web Veta | Facebook

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https://www.linkedin.com/company/alight-technologies-usa-inc/

https://www.linkedin.com/company/alight-technology-and-services-limited/

https://twitter.com/ALightTech

https://www.youtube.com/@alighttechnologyandservicesltd

https://blog.alightservices.com/

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ALight Technology And Services Limited eager to explore this new partnership and create even greater value for our customers.


Best regards,

Mr. Kanti Arumilli 


I don’t have any fake aliases, nor any virtual aliases like some of the the psycho spy R&AW traitors of India. NOT associated with the “ass”, “es”, “eka”, “ok”, “okay”, “is”, erra / yerra karan, kamalakar, diwakar, kareem, karan, erra / yerra sowmya, erra / yerra, zinnabathuni, bojja srinivas (was a friend and batchmate 1998 – 2002, not anymore – if he joined Mafia), mukesh golla (was a friend and classmate 1998 – 2002, if he joined Mafia), erra, erra, thota veera, uttam’s, bandhavi’s, bhattaru’s, thota’s, bojja’s, bhattaru’s or Arumilli srinivas or Arumilli uttam(may be they are part of a different Arumilli family – not my Arumilli family).




Sunday, April 13, 2025

Let Your Website Visitors Know You Care: Provide Generative AI-Based Responses with WebVeta

 Introduction

In today’s digital landscape, visitors expect seamless navigation and instant access to information. current search function can frustrate users, drive them away. To stand out, websites must prioritize intelligent search solutions that not only find content but also understand intent and deliver answers.


I thank Microsoft for Startup Founders, Corporate Vision Magazine, Government of U.K, Perplexity, NASSCOM 10000.


Enter WebVeta, a cutting-edge SaaS search engine that combines full-text search, semantic analysis, and Generative AI (RAG) to transform how users interact with your content. By embedding WebVeta, you can show visitors you care by providing accurate, context-aware responses—turning search queries into meaningful interactions.

 

The Problem with Traditional

Website Search

Most websites rely on basic keyword-based search, which often fails to:

- Understand intent: A query like “Where is the company registered?” might return irrelevant results if the site lacks semantic understanding.

- Aggregate content: Users searching across multiple domains or subdomains may see inconsistent or incomplete results.

- Deliver actionable answers:

Traditional search returns links, not synthesized insights.

 

This leads to high bounce rates, wasted traffic, and missed opportunities to engage visitors.

 

Introducing WebVeta: AI-Powered

Search for Empathetic User Experiences

WebVeta is an embeddable search engine that leverages full-text search, semantic analysis, and Generative AI (RAG) to deliver precise, human-like responses. Here’s how it works:

1. Full-Text & Semantic Search

- Full-text search: Uses full-text search for fast, accurate keyword matching.

- Semantic search: Combines various technologies to interpret intent, even for ambiguous queries.

- Neural search: Enhances relevance by analyzing context and relationships between words.

 

2. RAG (Retrieval Augmented Generation)

WebVeta’s RAG tier integrates Large Language Models (LLMs) to:

- Retrieve the most relevant content from your indexed data.

- Generate natural-language answers tailored to the user’s query.

- Cache responses to reduce latency and LLM costs.

 

For example, a user asking, *“What are the benefits of your product?”* might receive a concise summary pulled directly from your product pages.

 

Practical Example: Embedding WebVeta in Your Website

Adding WebVeta to your site requires just a few lines of HTML

 

Choosing the Right Tier for Your Needs

WebVeta offers flexible pricing tiers to suit any budget.

 

Why WebVeta?

- Cost-effective

- Award-winning: Recognized as the Most Innovative AI-Based Search Engine 2024 – India by Corporate Vision Magazine.

- Scalable: Supports multi-domain Indexing.

 

Conclusion

WebVeta isn’t just a search tool—it’s a UX upgrade that demonstrates your commitment to user satisfaction. By embedding AI-driven responses, you turn visitors into engaged customers. Whether you’re a small blog or a large website, WebVeta’s affordable tiers and advanced features makes WebVeta accessible.

 

Ready to elevate your search experience? Start with the free tier today and see how WebVeta can transform your site’s search functionality.

 

Our latest “Hosted Search” allows you to try without even integrating into your own website.

 

Contact me for a free trial or sign-up: https://webveta.alightservices.com/

 

 Follow on social media to stay updated on the latest developments:

ALight Technologies USA Inc | Facebook

https://www.facebook.com/ALightTechnologyAndServicesLimited

Web Veta | Facebook

WebVeta Saas | LinkedIn

https://www.linkedin.com/company/alight-technologies-usa-inc/

https://www.linkedin.com/company/alight-technology-and-services-limited/

https://twitter.com/ALightTech

https://www.youtube.com/@alighttechnologyandservicesltd

https://blog.alightservices.com/

https://medium.com/@ALlightTechnologyAndServices


ALight Technology And Services Limited eager to explore this new partnership and create even greater value for our customers.


Best regards,

Mr. Kanti Arumilli 


I don’t have any fake aliases, nor any virtual aliases like some of the the psycho spy R&AW traitors of India. NOT associated with the “ass”, “es”, “eka”, “ok”, “okay”, “is”, erra / yerra karan, kamalakar, diwakar, kareem, karan, erra / yerra sowmya, erra / yerra, zinnabathuni, bojja srinivas (was a friend and batchmate 1998 – 2002, not anymore – if he joined Mafia), mukesh golla (was a friend and classmate 1998 – 2002, if he joined Mafia), erra, erra, thota veera, uttam’s, bandhavi’s, bhattaru’s, thota’s, bojja’s, bhattaru’s or Arumilli srinivas or Arumilli uttam(may be they are part of a different Arumilli family – not my Arumilli family).




Monday, April 7, 2025

Unifying Search Across Domains & Subdomains: A Complete Solution for Websites

 For website owners, maintaining a consistent and comprehensive search experience across domains and subdomains can be a significant challenge. Users expect to find what they need, regardless of where they are on your site. Disparate search results across different properties lead to frustration and a poor user experience, ultimately impacting engagement and potentially even conversions. This article explores the complexities of unified search and how WebVeta provides a complete solution.


I thank Microsoft for Startup Founders, Corporate Vision Magazine, Government of U.K, Perplexity, NASSCOM 10000.


The Problem: Siloed Search Results

Traditionally, websites often rely on the default search functionality provided by their content management system (CMS) or blogging platform. While these solutions are convenient, they often fall short when dealing with multiple domains or subdomains. Each property operates in isolation, leading to:

Inconsistent Results: Users searching on one domain might not find content available on another domain or sub-domains.

Duplication of Effort: Content creators need to be mindful of where content is published, potentially leading to unnecessary duplication.

Poor User Experience: A fragmented search experience frustrates users and diminishes the perceived authority of your online presence.

 

Why WebVeta is the Solution

WebVeta addresses these challenges head-on by providing a unified search solution that seamlessly integrates across multiple domains and subdomains.  Winning the "Most Innovative AI Based Search Engine 2024 - India" award from Corporate Vision Magazine, U.K., WebVeta leverages advanced search technologies to deliver a superior user experience.  As part of Microsoft for Startup Founders, NASSCOM 10000, Startup Grind, Perplexity Business Fellowship and the Wadhwani Foundation (although not attending), and listed on Microsoft Azure Marketplace and GenAIWorks, WebVeta is a robust and recognized solution.

 

WebVeta's RAG Tier: The Sweet Spot for Accuracy

WebVeta’s RAG tier represents the pinnacle of its search capabilities. By combining full-text, keyword, and semantic search with LLM-powered responses, it delivers unparalleled accuracy and a truly conversational search experience. This tier is particularly valuable for websites with a large amount of content or those seeking to provide users with more than just a list of links.

 

Practical Benefits & Use Cases

Unified Brand Experience:  Maintain a consistent search experience across all your online properties.

Improved Content Discoverability:  Help users find relevant content, regardless of where it's located.

AI-Powered Answers: Provide instant, natural language answers to user questions using RAG.

 

Potential Pitfalls & Considerations

Indexing Time: Initial indexing of a large website can take time.

LLM Costs:  RAG functionality incurs token costs associated with the chosen LLM. WebVeta’s caching mechanism helps mitigate these costs.

Content Structure: While WebVeta is flexible, a well-structured website will always yield relevant search results.

 

Conclusion

Maintaining a unified and effective search experience across multiple domains and subdomains is crucial for modern websites. WebVeta provides a comprehensive solution that combines powerful search technologies with a user-friendly interface.  From basic full-text search to advanced RAG capabilities, WebVeta empowers website owners to deliver a superior search experience, improve content discoverability, and enhance their online presence.  With competitive pricing and a range of tiers to suit different needs, WebVeta is the ideal choice for businesses looking to unlock the full potential of their online content.

 

#unifiedsearch #webservice #AIsearch #RAG #WebVeta #SEO



Ready to Transform Your Website Search?

WebVeta offers a simple, embeddable solution to a common digital marketing challenge.    

 

Visit https://webveta.alightservices.com/ or contact me.


Follow on social media to stay updated on the latest developments:

ALight Technologies USA Inc | Facebook

https://www.facebook.com/ALightTechnologyAndServicesLimited

Web Veta | Facebook

WebVeta Saas | LinkedIn

https://www.linkedin.com/company/alight-technologies-usa-inc/

https://www.linkedin.com/company/alight-technology-and-services-limited/

https://twitter.com/ALightTech

https://www.youtube.com/@alighttechnologyandservicesltd

https://blog.alightservices.com/

https://medium.com/@ALlightTechnologyAndServices


ALight Technology And Services Limited eager to explore this new partnership and create even greater value for our customers.


Best regards,

Mr. Kanti Arumilli 


I don’t have any fake aliases, nor any virtual aliases like some of the the psycho spy R&AW traitors of India. NOT associated with the “ass”, “es”, “eka”, “ok”, “okay”, “is”, erra / yerra karan, kamalakar, diwakar, kareem, karan, erra / yerra sowmya, erra / yerra, zinnabathuni, bojja srinivas (was a friend and batchmate 1998 – 2002, not anymore – if he joined Mafia), mukesh golla (was a friend and classmate 1998 – 2002, if he joined Mafia), erra, erra, thota veera, uttam’s, bandhavi’s, bhattaru’s, thota’s, bojja’s, bhattaru’s or Arumilli srinivas or Arumilli uttam(may be they are part of a different Arumilli family – not my Arumilli family).




Saturday, April 5, 2025

Level Up Your Digital Marketing ROI with AI-Powered Search: Introducing WebVeta

 

Digital marketing is a relentless pursuit. You invest heavily in SEO, content creation, and paid advertising, all to drive traffic to your website. But what happens when those visitors land on your site and can't find what they're looking for? Frustration, bounces, and lost opportunities. Traditional website search often falls short, leaving a significant portion of your marketing efforts unfulfilled. That's where WebVeta comes in.


I thank Microsoft for Startup Founders, Corporate Vision Magazine, Government of U.K, Perplexity, NASSCOM 10000.

 

The Search Problem: Why Default Search Isn't Enough

Most websites rely on basic, often inadequate, search functionality built into their CMS or blogging platform. These systems often struggle with:

Accuracy: Returning irrelevant results, leading to user frustration.

Understanding Intent: Failing to grasp the user's true goal, especially with complex queries.

Content Silos: Difficulty integrating search results from different sections of your website or even subdomains.

Lack of AI Power: Missing out on the potential of AI to understand context and deliver personalized results.

 

This isn's just a minor inconvenience; it's a drain on your marketing budget. You're paying to bring people to your site, only to have them leave without finding value.

 

WebVeta: Your AI-Powered Search Solution

WebVeta is an easily embeddable search engine designed to solve these problems and amplify your digital marketing efforts. WebVeta was recognized as the "Most Innovative AI Based Search Engine 2024 - India" by Corporate Vision Magazine, U.K., and are part of the Microsoft for Startup Founders program, demonstrating our commitment to cutting-edge technology.

 

How WebVeta Directly Benefits Your Digital Marketing:

Improved User Experience (UX): A powerful, accurate internal search engine keeps visitors engaged and encourages them to explore your content.

Reduced Bounce Rate: When users find what they need quickly, they’re less likely to leave your site. Lower bounce rates signal to search engines that your website is valuable and relevant.

Increased Time on Site:  A satisfying internal search experience encourages users to spend more time browsing your content, another positive signal for SEO.

Enhanced Content Discoverability: WebVeta’s ability to unify search results across multiple domains and subdomains ensures that all your content is easily discoverable, maximizing its impact.

AI-Powered Intent Understanding (with RAG Tiers): Our RAG (Retrieval Augmented Generation) tiers leverage the power of Large Language Models (LLMs) to understand the *intent* behind user queries. This means more accurate and relevant results, even for complex or nuanced searches.  WebVeta caches these RAG prompts and responses, optimizing performance and LLM costs.

SEO Boost: By improving user engagement and content discoverability, WebVeta indirectly boosts your SEO performance.

 

WebVeta Tiers & Marketing Applications:

Let's look at how different WebVeta tiers can be applied to specific marketing scenarios:

Free Tier: Perfect for smaller websites or blogs looking to upgrade from basic search. It's a great starting point to see the immediate impact on user experience.

Full-Text Paid Tier: Ideal for businesses with multiple websites or subdomains that want to provide a consistent search experience across their online presence.  This tier is incredibly cost-effective compared to competitors, offering exceptional value.

RAG Tiers:  This is where the real marketing power unlocks.  The ability to understand user intent and deliver AI-powered responses transforms your website into a truly intelligent resource.  Imagine users asking complex questions and receiving concise, accurate answers generated by an LLM – a powerful differentiator for your brand.

 

Beyond the Basics: WebVeta & Content Marketing

WebVeta isn's just about improving search; it's about amplifying your content marketing efforts. By making your content more discoverable and providing users with a more satisfying experience, you can:

- Drive more traffic to your most valuable content.

- Increase lead generation through targeted search results.

- Establish your website as a trusted authority in your industry.

 

Ready to Transform Your Website Search?

WebVeta offers a simple, embeddable solution to a common digital marketing challenge.    

 

Visit https://webveta.alightservices.com/ or contact me.

 

#AIsearch #DigitalMarketing #SEO #ContentMarketing #SearchEngine #RAG #LLM #WebVeta


 Follow on social media to stay updated on the latest developments:

ALight Technologies USA Inc | Facebook

https://www.facebook.com/ALightTechnologyAndServicesLimited

Web Veta | Facebook

WebVeta Saas | LinkedIn

https://www.linkedin.com/company/alight-technologies-usa-inc/

https://www.linkedin.com/company/alight-technology-and-services-limited/

https://twitter.com/ALightTech

https://www.youtube.com/@alighttechnologyandservicesltd

https://blog.alightservices.com/

https://medium.com/@ALlightTechnologyAndServices


ALight Technology And Services Limited eager to explore this new partnership and create even greater value for our customers.


Best regards,

Mr. Kanti Arumilli 


I don’t have any fake aliases, nor any virtual aliases like some of the the psycho spy R&AW traitors of India. NOT associated with the “ass”, “es”, “eka”, “ok”, “okay”, “is”, erra / yerra karan, kamalakar, diwakar, kareem, karan, erra / yerra sowmya, erra / yerra, zinnabathuni, bojja srinivas (was a friend and batchmate 1998 – 2002, not anymore – if he joined Mafia), mukesh golla (was a friend and classmate 1998 – 2002, if he joined Mafia), erra, erra, thota veera, uttam’s, bandhavi’s, bhattaru’s, thota’s, bojja’s, bhattaru’s or Arumilli srinivas or Arumilli uttam(may be they are part of a different Arumilli family – not my Arumilli family).




Thursday, April 3, 2025

Level Up Your Website's Internal Search: Why It Matters and How WebVeta Can Help

Website internal search is often an overlooked element. Yet, it's critical tool for visitors who already know what they're looking for. A clunky, inaccurate, or slow internal search can lead to frustration, higher bounce rates, and lost opportunities – even for visitors already on your site! This post explores why robust internal search is essential and how WebVeta, the award-winning AI-powered search engine, can transform your website’s search capabilities.


The Problem with Default Search

Many websites rely on the default search functionality provided by their Content Management System (CMS) or blogging platform. While these solutions are convenient, they often fall short. Common issues include:


Limited Functionality: Basic keyword matching often misses the intent behind a user's query.

Inaccurate Results:  Relevance is often poor, leading users to sift through irrelevant pages.

Lack of Semantic Understanding:  The search engine does not understand the meaning of words, leading to inaccurate results.

No AI-Powered Assistance:  No ability to leverage Large Language Models (LLMs) to understand complex questions and provide direct answers.

Performance Bottlenecks: Slow search speeds can frustrate users and impact site performance.


These limitations can significantly hinder a website's ability to effectively serve its audience.  Think about it: visitors who use internal search are *already* interested in your content. Failing to deliver relevant results is a missed opportunity to engage them further.


Why Invest in a Dedicated Internal Search Solution?

A well-implemented internal search solution offers numerous benefits:


Improved User Experience:  Faster, more accurate results lead to happier visitors.

Reduced Bounce Rate:  Users find what they need quickly, reducing the likelihood of them leaving your site.

Increased Engagement:  Relevant search results encourage users to explore more of your content.

SEO: While often overlooked, a strong internal search can indirectly improve SEO by keeping users engaged and reducing bounce rates.

Data Insights:  Search query data provides valuable insights into user behavior and content gaps.


Introducing WebVeta: AI-Powered Search for Your Website

WebVeta is an easily embeddable search engine designed to address the shortcomings of default search solutions.  We’re proud to be recognized as the "Most Innovative AI Based Search Engine 2024 - India" by Corporate Vision Magazine, U.K., and are part of the prestigious Microsoft for Startup Founders program.  Here's how WebVeta elevates your website's internal search:


AI-Powered RAG (Retrieval Augmented Generation):  WebVeta’s RAG capabilities allow it to understand the *intent* behind user queries and generate direct answers, rather than just providing a list of links.

Cached RAG Responses:  WebVeta intelligently caches RAG prompts and responses, minimizing latency and reducing LLM costs.

Easy Integration:  WebVeta is designed for simple integration into any website using just a few lines of HTML.

Comprehensive Crawling: WebVeta can integrate content from your domain, sub-domains, and more, providing a unified search experience.



WebVeta: A Perfect Fit for Specific Website Types

WebVeta is particularly well-suited for websites with:

Content-Rich Sites: Blogs, documentation sites, online magazines, and knowledge bases.

Frequently Updated Content:  WebVeta’s efficient crawling and indexing minimize processing overhead.

Complex Information Architecture:  WebVeta helps users navigate large and complex websites.


Potential Pitfalls & Considerations

RAG Tier Processing Costs:  While WebVeta optimizes for efficiency, RAG processing does incur LLM costs.  Careful tier selection is important.

Indexing Time:  Initial indexing can take time, especially for large websites.


Conclusion:  Transform Your Website's Search Experience with WebVeta

Don't let a subpar internal search hold your website back.  WebVeta offers a powerful, AI-driven solution to transform your search experience, improve user engagement, and unlock the full potential of your content.  Explore our competitive pricing tiers and easy integration process today – and see the difference WebVeta can make! 


https://webveta.alightservices.com/Home/Pricing


Or

Contact me for free trial!




 Follow on social media to stay updated on the latest developments:

ALight Technologies USA Inc | Facebook

https://www.facebook.com/ALightTechnologyAndServicesLimited

Web Veta | Facebook

WebVeta Saas | LinkedIn

https://www.linkedin.com/company/alight-technologies-usa-inc/

https://www.linkedin.com/company/alight-technology-and-services-limited/

https://twitter.com/ALightTech

https://www.youtube.com/@alighttechnologyandservicesltd

https://blog.alightservices.com/

https://medium.com/@ALlightTechnologyAndServices


ALight Technology And Services Limited eager to explore this new partnership and create even greater value for our customers.


Best regards,

Mr. Kanti Arumilli 


I don’t have any fake aliases, nor any virtual aliases like some of the the psycho spy R&AW traitors of India. NOT associated with the “ass”, “es”, “eka”, “ok”, “okay”, “is”, erra / yerra karan, kamalakar, diwakar, kareem, karan, erra / yerra sowmya, erra / yerra, zinnabathuni, bojja srinivas (was a friend and batchmate 1998 – 2002, not anymore – if he joined Mafia), mukesh golla (was a friend and classmate 1998 – 2002, if he joined Mafia), erra, erra, thota veera, uttam’s, bandhavi’s, bhattaru’s, thota’s, bojja’s, bhattaru’s or Arumilli srinivas or Arumilli uttam(may be they are part of a different Arumilli family – not my Arumilli family).




Semantic Search: Beyond Keywords –User Intent based Results (and SEO!)

  For years, internal site search revolved around keywords. Match the terms a user typed with the words on a page, and *voila* – a result. B...