Tag: search

  • What Should Sellers Know About Their Ecommerce Site’s Search Algorithms?

    As an E-commerce store owner, you may be tempted to believe that product selection, order fulfillment, and a well-built site are only essential for running a successful online store.

    While these common factors are important, there is one more crucial element that often gets neglected by most – the site’s search feature. Visitors who use the store’s search feature have a higher buying intent; hence, the search feature generally contributes considerably to the total revenue.

    But since online shoppers are becoming pickier, you cannot afford to lose them by offering a basic search feature in your online store. If you want visitors to make purchases, you must provide them with a seamless navigation experience paired with relevant results and clear product information. It can be achieved by incorporating modern E-commerce search functionality in the store.

    Intelligence autocompletes suggestions, proactive assistance, personalization, NLP, and custom stemming algorithms are a few ways to optimize the site’s search feature for the best results. Want to know how you can make the most from the site’s search feature? Read till the end.

    Use of NLP to Render Relevant Product Results
    Data Processing
    Zero Results Page
    Autosuggest/Autocomplete
    Enable Search Solution
    Allow Users to Search by Product Image
    Optimize Search Solution

    Use of NLP to Render Relevant Product Results

    Farfetch
    Farfetch

    For the uninitiated, Natural Language Processing (NLP) can be best defined as a computer program’s ability to understand human speech as it is spoken. The best example of NLP can be Amazon’s Alexa and Siri. They understand human command and interpret it to perform or deliver the required action. Something similar can be applied to an E-commerce store.

    Integrating NLP into your site’s search algorithm can extract more relevant product results based on consumer searches. Accuracy is the keyword here. Since searches can be complex, E-commerce site search solutions must be smart enough to differentiate and understand various queries.

    One example of it can be item plus attribute searches. Farfetch, a well-known, premium E-commerce store, has used NLP to render relevant search results to visitors.

    When you search for women’s shoes in this store, the site displays a range of shoes as the results. Sandals, sneakers, and slides are some types of shoes shown in the result. What is worth noticing is none of the product titles lists ‘shoes’ as a keyword.

    Yet the search engine was smart enough to understand what the user is trying to search. It is one of the best examples of NLP you can come across in the whole of E-commerce segment.


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    Data Processing

    Best Buy
    Best Buy

    Data Processing is essential for an advanced E-commerce Search Solution. An online store with hundreds of products across categories will also have plenty of searchable data to organize and process. Product reviews, internal rankings, descriptions, titles, categories, and attributes are some data points that need processing. Mere indexing is not enough for a modern search solution.

    To process data more meaningfully, you should start by converting poorly-structured data into organized structures by identifying specific patterns. The data should be cleaned, tagged, extracted, and optimized, so search engines can better understand long-tail complex queries.

    The entire process should be well-automated to end human touch. Your aim as a seller should be to enable advanced data processing, so it works automatically with all the products 24*7. Every E-commerce store owner can learn data processing from BestBuy.

    When you type in any long or complex query, like HP 16 GB RAM laptop, in its search bar, it processes its stacks of data and renders laptop suggestions that belong to the specific brand and possess the required feature, i.e., 16 GB RAM, in this example. It shows the search algorithm’s ability to juggle multiple specifications in a single search.

    If you don’t process the data the correct way, your visitors can start seeing irrelevant product recommendations. It would help lower sales eventually.

    Zero Results Page

    Zero Results Page
    Zero Results Page

    Display Relevant Products on the Zero Results Page. Zero results page is a common sight on most E-commerce platforms. It often appears when a visitor types something in the search bar that cannot be found. If it’s a complex query that most find difficult to comprehend, it’s normal. But it’s a problem if the zero result pages appear because the online store’s search solution is poorly-designed.

    As an online seller, you should ensure that the zero results page leads to relevant products related to the searched query, not blank screens. The store’s search engine solution has to be advanced enough to detect and suggest relevant products instead of stating the particular item wasn’t found.

    It is an area where most E-commerce stores are lagging behind. Take Metro Shoes, for example. When you search for Adidas winter shows in the search bar, it leads you to a page with no results.

    Had they displayed other Adidas shoes, the chances of the visitor making a sale would have gone much higher. If you want to go further, you can personalize the zero result page search recommendations based on the user’s browsing history.

    Autosuggest/Autocomplete

    Anticipate and Complete the User’s Search with Autosuggest/Autocomplete. Online stores offering hundreds of products should incorporate this feature in their search option. It makes shoppers’ buying process easier and faster. When the autosuggest/autocomplete feature recommends the relevant product, it saves visitors from slogging through different items to find what they want.

    If you can give your visitors an autocomplete/autosuggest facility the way Amazon does, you can add a lot of money to the bottom line. It will contribute to an increased conversion rate. Another great way to boost user experience using a search solution is by recommending relevant products immediately after the keyword search has been autocompleted.

    For best results, carry out specific customization work concerning certain features or your own line of products. Being stuck with the default search parameters will serve no purpose in the long run.

    If you’re running out of inspiration and want to deliver a high-converting experience, divide the entire autosuggest/autocomplete section into four main parts: keyword suggestions, articles related to the keywords, main keywords in different categories, and product suggestions.

    Enable Search Solution

    Flipkart
    Flipkart

    Enable the Search Solution to Distinguish Between Synonyms. Last on the list is being able to distinguish between synonyms. Let’s understand this with an example from Flipkart. When you search for dark bombers on Flipkart, its search algorithm understands the query and runs through the vast database, including studying the pictures.

    As a result, it displays products of dark colors, like navy blue, black, grey, etc. You can achieve something similar by integrating your search solution with advanced AI image recognition algorithms. This algorithm is excellent for online retailers to help them improve their internal search. It can become even better if it starts to detect synonyms automatically.

    Allow Users to Search by Product Image

    When one talks about using the search bar of an E-commerce store, people generally think of typing the product or keyword. But often, people try to shop using the image at hand.

    For example, if you randomly came across a dress via social media platforms but are unsure what to type to find it on E-commerce stores, an image search can help. You are not the only one who comes across such situations where the only thing you can think of while online shopping is a visual image.

    E-commerce stores like eBay and Meesho are some online websites that let shoppers search using product images. If you can integrate something similar in your online store, you’ll witness a massive spike in overall revenue.

    Optimize Search Solution

    Whenever an online shopper visits an E-commerce store, the first thing he does is type the product name in the store’s search bar. It makes it easier for the shopper to find the relevant product within seconds.

    However, since the modern buyer demands more, E-commerce store owners can no longer rely on basic E-commerce search. Modern AI-based search engines with NLP, intelligent assistants, automated merchandising, etc., are the need of the hour.

    Online stores that take the time and effort to make their shoppers’ buying journey easy are often rewarded in terms of increased sales, more brand loyalty, and higher customer retention. Search optimization can be a complex topic for many E-commerce store owners, but it isn’t that difficult to understand.

    Whether you have a relatively new online store or an already established one, the search optimization features discussed above in this guide are all you need to get the ball rolling. Implement all the tips, and you’ll be surprised to see the results.


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    Conclusion

    Almost every visitor who wants to make a purchase from your e-commerce site has a certain idea about what they want to buy. So, it is extremely important for sellers to give great attention to their site’s search algorithm in order to understand customers’ preferences. For this, all a seller has to do is make the site’s search process as smooth and efficient as possible, and the above article includes all the essentials that will help in doing so.

    FAQs

    What is E-commerce?

    Any electronically buying or selling activity over the internet is called E-commerce.

    What are the types of E-commerce?

    There are 6 types of E-commerce: B2C, B2B, B2G, C2B, C2C & C2G.

    What are some famous E-commerce websites?

    Amazon, Flipkart, Meesho, Jabong, Snapdeal, and Myntra are some famous E-commerce websites.

  • Why Google & Facebook want to stop service in Australia

    Google and Facebook play huge important role in every users life. Google started as a search company, but now provides more than 50 services, from e-mail and online document production to mobile phone and tablet apps. Strong financial results from Google reflected the rapid growth in general and in Google’s popularity. Some of this success was due to a shift in publicity spending to the Internet and away from conventional media such as journals, magazines and the television industry. Facebook is the most widely used social media platform in the world, with more than 700 million worldwide users. A small group of individuals were first and foremost associated with the same interests behind the construction of the site. It was not long before the website opened to people all over the country and then around the world, resulting in the expanded user base today.

    Google and Facebook has threatened to stop its service in the Australian market if a new law governing its relationship with news publishers go ahead.

    Reason why Google and Facebook are deciding to pull out of Australia
    If the services come to an end could it really affect people?
    Could this set a global precedent?
    Alternatives of Google
    What does Australia want Google and Facebook to pay?
    Conclusion

    Reason why Google and Facebook are deciding to pull out of Australia

    Google & Facebook faced a backlash from Australian business community

    A new law is being passed down where major tech giants are to pay news that appears in search or shared on their platforms.

    The proposed law would require Google and Facebook to have commercial agreements with every news organization or to enter a forced arbitration.

    The regional director stated that if this version of the code became law, they would not have any real choice but to end Google Search in Australia. While Facebook sated it would block links to new articles in its popular news feed. Both companies have suggested optional alternatives rather than mandatory codes that the Federal Government has not approved.

    The tech giants must have felt strong when they were backed up by the US authorities and called on Australia to cancel the legislation proposed.

    But to this Australian Prime Minister Scott Morrison said that they would not respond to threats.

    In Australia, both businesses make immense profits, but condemn their limited amount of tax. Facebook Australia reported receiving nearly $674 million in 2019 from Australian advertisers, but paying less than $17 million. Google did well, $4.3 billion in 2019 and less than $100 million is paid.

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    If the services come to an end could it really affect people?

    Experts and industry representor’s suggest that if tech giants would fulfill their threats the millions of consumers would face impact from irritation, to even more inaccurate details and to possible health risks.

    Small companies depending on Google ad words promotions to locate people will also become unsure.

    In 2018 a writer for wired magazine spent three months just using Bing exclusively and concluded it worked fine almost every time. But when it came to finding specific articles he struggled because the techniques he had learned for search using Google didn’t deliver.

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    Google began as an online search firm, but it now offers more than 50 internetservices and products from e-mail and online documentation for mobile phones andtablets computers. In addition, 2012 acquisition of Motorola Dynamics has put itin a position to sell hardware as a mobile phone. Google’s …

    Google also powers services like Gmail, google maps and YouTube among others. It wouldn’t just affect the ability for people to search but also other apps linked to Google as google is seen as an essential to many consumers.

    Could this set a global precedent?

    Australian Senator Rex Patrick asked Google that it’s going to worldwide and are they going to pull out from every market? But, including Facebook, Google and other impacted companies are headquartered in the United States. And the US government, at least its previous administration, urged Australia not to ‘stretch’ the new rule, warns that it has long lasting negative consequences.

    Google has left the country before due to the local laws but in different scenario.

    Since a 2010 row on suspected Chinese hacking in which it stopped censored search results for Chinese users, Google has been largely not available in mainland China.

    In Europe, a controversial new EU rule on copyright says that search engines and news aggregators should pay news sites for links.

    Google and France stuck an agreement

    Editors in France agreed with Google this week on how it could work. But only a handful of such agreements with exceptional French newspapers have been signed – making them somewhat different from the much more rigorous Australian ventures.

    Google & Facebook were asked to pay more tax by Australian Government

    Alternatives of Google

    • Bing – The default Microsoft Edge search engine is the second biggest after Google, but in spite of being around 11 years old, it only has 3,74 percent of the web traffic in Australia.
    • DuckDuckGo – This search engine is known to be ‘anti google’ and does not collect personal data and claims to use 400 sources to return search results
    • Swisscows -Family friendly, 2014 launched search engine that filters pornographic and abusive search outcomes. Also, personal information is not kept
    • Ecosia – It notes that ‘every search with Ecosia literally removes 1 kg of CO2 from the air.’ Launched in2009, it provides 80 percent of income to NGOs.
    • Yelp – Australian search engine that deals with local companies including restaurants, doctors, beauty salons and bars

    What does Australia want Google and Facebook to pay?

    It is undecided just how much money is at stake. The proposed legislation includes consultation and arbitration, leaving the issue unresolved–if Google cannot negotiate with a news agency, a judge would determine what ‘fair’ means. Yet the government has said it needs “fair” fees to news organizations, which in the last 15 years saw a three-quarter decrease in print advertisement revenues. In comparison, digital advertising has increased significantly on major platforms including Google and Facebook.

    Conclusion

    The media titan Rupert Murdoch, who owns News Corp, was born there. Australia is an involved media industry. His networks, including public broadcasters like ABC News in Australia, will benefit from this new law. After 2014 the budget of ABC has been decreased by hundreds of millions of dollars and reduced programs. Local Newspapers have been hurt in the demise of advertising, there are more than 125 regional news outlets online earlier this year, leading to hundreds of job losses. And local newspapers have also lost coverage.

    FAQs

    1.What are the issues between Google and Facebook with Australia?

    Google will disable its functions if Australia forces its new laws on Google and Facebook which requires them to pay local companies for sharing content.

    2.What are the changes in laws did Australia make?

    Australia is on its course to strike a deal with Google and Facebook where its required for them to pay local publishers and broadcasters for sharing content.

    3.How many Google users does Australia have?

    Australia has 83.6% traffic originating from Google. Around 20.23 million users use Google.

    4.How many Facebook users does Australia have?

    Australia have 11.23 million users from Facebook.