Image SEO Singapore: How to Optimise Images for Search Rankings 2026

Complete guide to image SEO for Singapore websites. Learn alt text
Master image SEO for Singapore websites. Learn how to optimise images for Google Images, improve page speed, and drive more organic traffic with visual search in 2026.

Images are no longer decorative elements on your website; they are powerful drivers of organic traffic, user engagement, and conversion. In 2026, Google Images alone processes billions of searches daily, and visual search through Google Lens is growing at an extraordinary rate. For Singapore businesses, where consumers are highly visual and mobile-first, image SEO represents one of the most underutilised opportunities to gain competitive advantage in search results.

Research shows tha Learn more. Learn more.t web pages with optimised images receive 94% more views than those without. Furthermore, Google has progressively integrated image results into standard search results, meaning well-optimised images can help your overall page rank higher even in traditional text-based search results. At Digima Read more. Read more.u, we consistently find that image optimisation delivers some of the quickest SEO wins for our Singapore clients, often improving page load speeds by 30-50% and driving significant additional traffic from Google Images. Learn more about E-E-A-T SEO: The Complete Guide for Singapore Businesses in 2026.

This comprehensive guide covers every aspect of image SEO specifically tailored for Singapore websites, from technical optimisation and compression techniques to alt text writing, structured data implementation, and visual search strategies.

Table of Contents

  1. Why Image SEO Matters for Singapore Websites
  2. Understanding How Google Images Works in 2026
  3. Image File Naming Best Practices
  4. Alt Text Optimisation: The Complete Guide
  5. Image Formats: Choosing the Right Format
  6. Image Compression Techniques and Tools
  7. Responsive Images and Srcset Implementation
  8. Lazy Loading for Better Performance
  9. Structured Data for Images
  10. Image Sitemaps for Better Indexing
  11. Visual Search and Google Lens Optimisation
  12. Image SEO for Singapore E-Commerce
  13. Measuring Image SEO Performance
  14. Common Image SEO Mistakes to Avoid
  15. Frequently Asked Questions

Why Image SEO Matters for Singapore Websites

Singapore’s digital landscape makes image SEO particularly important for several reasons. First, Singapore has one of the highest smartphone penetration rates globally, exceeding 95%. Mobile users rely heavily on visual content, and Google’s mobile-first indexing means that how your images perform on mobile directly affects your search rankings.

Second, Singapore consumers are accustomed to fast-loading websites. Research by Google indicates that 53% of mobile users abandon sites that take longer than 3 seconds to load. With images typically comprising 50-65% of a webpage’s total size, unoptimised images are the single biggest contributor to slow page speeds. Learn more about How Long Does SEO Take to Work? (2026 Timeline Breakdown).

Third, the Singapore e-commerce market is projected to reach SGD 12.2 billion by 2026. For online retailers, product images are often the deciding factor in purchase decisions. Optimised images that load quickly and appear in Google Images can significantly increase both traffic and conversion rates.

Consider these statistics that highlight the importance of image SEO:. Learn more about How Much Does SEO Cost in Singapore in 2026?.

  • Google Images drives approximately 20-30% of total organic traffic for well-optimised websites
  • Pages with optimised images have 40% higher engagement rates
  • Image-rich pages are shared 2-3 times more on social media
  • Google Lens processes over 12 billion visual searches monthly worldwide
  • Product images influence 75% of e-commerce purchase decisions

Understanding How Google Images Works in 2026

Google Images has evolved dramatically from its early days as a simple image search engine. In 2026, it functions as a sophisticated visual discovery platform that combines traditional image search with AI-powered understanding, visual search (Google Lens), and contextual relevance.

When Google’s crawlers index your images, they analyse multiple signals to understand what each image depicts and how it relates to the surrounding content. These signals include:

  • Filename: The name of your image file provides a direct text signal about its content
  • Alt text: The alt attribute is the primary text description that Google uses to understand image content
  • Surrounding text: Headings, paragraphs, and captions near the image provide contextual information
  • Page title and URL: The page on which the image appears contributes to its ranking context
  • Structured data: Schema.org ImageObject markup provides explicit information about the image
  • Image quality and resolution: Higher quality images are preferred, especially for certain categories
  • Page authority: Images on higher-authority pages tend to rank better in Google Images
  • User engagement signals: Click-through rates and bounce rates from image results influence rankings

Google has also integrated AI-powered image recognition, meaning it can identify objects, scenes, text within images (OCR), and even aesthetic quality. This makes it more important than ever to use genuinely relevant, high-quality images rather than trying to game the system with keyword-stuffed alt text.

Image File Naming Best Practices

The filename is one of the first signals Google uses to understand an image. Yet many Singapore websites still use generic filenames like ‘IMG_1234.jpg’ or ‘Screenshot_2026-01-15.png’. These tell search engines nothing about the image content.

Rules for Effective Image Filenames

1. Be descriptive: Use words that accurately describe the image content. For a photograph of Marina Bay Sands, use ‘marina-bay-sands-singapore-skyline.jpg’ rather than ‘photo1.jpg’.

2. Use hyphens, not underscores: Google treats hyphens as word separators but may not treat underscores the same way. Use ‘hdb-renovation-singapore.jpg’ rather than ‘hdb_renovation_singapore.jpg’.

3. Include relevant keywords: Incorporate target keywords naturally. If you are targeting ‘interior design Singapore’, a filename like ‘modern-condo-interior-design-singapore.jpg’ is appropriate.

4. Keep it concise: Aim for 3-6 words in your filename. Excessively long filenames look spammy and may be truncated.

5. Avoid special characters: Stick to lowercase letters, numbers, and hyphens. Avoid characters like %, &, #, @, or spaces in filenames.

Filename Examples for Singapore Contexts

Bad Filename Good Filename Context
IMG_4521.jpg hdb-bto-living-room-design.jpg Interior design website
photo_new.png orchard-road-shopping-singapore.jpg Tourism website
product_1.jpg chicken-rice-singapore-hawker.jpg Food and beverage site
Screenshot.png financial-planning-services-singapore.jpg Financial services site
DSC_0001.jpg sentosa-beach-resort-view.jpg Travel and hospitality site

Alt Text Optimisation: The Complete Guide

Alt text (alternative text) is an HTML attribute that provides a text description of an image. It serves two critical purposes: it helps search engines understand image content, and it provides accessibility for visually impaired users who rely on screen readers.

The alt attribute is written as: <img src="image.jpg" alt="Descriptive text here">

Writing Effective Alt Text

Good alt text is specific, descriptive, and concise. Here are the key principles:

Describe the image accurately: State what is actually in the image. For a product photo, describe the product, its colour, and key features. For a lifestyle image, describe the scene and context.

Include relevant keywords naturally: If your target keyword fits naturally into the description, include it. But never force keywords where they do not belong.

Keep it under 125 characters: Most screen readers cut off alt text after 125 characters. Keep descriptions concise but informative.

Avoid ‘image of’ or ‘picture of’: Screen readers already announce that it is an image, so starting with these phrases is redundant.

Provide context: Consider the page content and provide alt text that relates to the surrounding context. An image of a building on an architecture website should describe architectural features, whilst the same image on a real estate website should focus on the property’s appeal.

Alt Text Examples

Image Type Bad Alt Text Good Alt Text
Product photo shoe Black leather Nike running shoe on white background
Food photo IMG_1234 Plate of chicken rice with roasted chicken and chilli sauce at Maxwell Food Centre, Singapore
Lifestyle photo people walking Business professionals walking along Singapore’s Marina Bay waterfront at sunset
Infographic chart Bar chart showing Singapore GDP growth from 2020 to 2026
Logo logo Digimau digital marketing agency Singapore logo

When to Use Empty Alt Text

Not every image needs alt text. Decorative images that provide no meaningful content should use an empty alt attribute: alt=". This tells screen readers to skip the image. Examples include decorative borders, background patterns, and spacer images. Using empty alt text for decorative images is actually better for accessibility than providing meaningless descriptions.

Image Formats: Choosing the Right Format

The choice of image format significantly impacts both file size and quality. In 2026, the format landscape has evolved considerably, with newer formats offering dramatically better compression than traditional JPEG and PNG.

Format Comparison Table

Format Best For Compression Transparency Animation Browser Support
JPEG Photographs Good No No Universal
PNG Graphics, screenshots Lossless only Yes No Universal
WebP Photos and graphics Excellent (25-35% smaller than JPEG) Yes Yes 97%+
AVIF Photos and graphics Outstanding (50% smaller than JPEG) Yes Yes 92%+
SVG Logos, icons, illustrations Vector (infinite scaling) Yes Yes Universal
GIF Simple animations Poor Yes Yes Universal

For Singapore websites in 2026, we recommend the following format strategy:

  • Primary format: Serve WebP as the default format. It offers excellent compression with near-universal browser support and is supported by all major CMS platforms.
  • Next-generation format: For maximum performance, consider serving AVIF to browsers that support it with WebP as a fallback. AVIF provides the best compression currently available.
  • Fallback: Always maintain JPEG or PNG versions for older browsers that do not support modern formats.
  • Vector graphics: Use SVG for all logos, icons, and illustrations. SVG files are typically tiny (often under 5KB) and scale perfectly at any resolution.
  • Phase out GIF: Replace animated GIFs with video (MP4/WebM) for better compression, or use animated WebP/AVIF.

Image Compression Techniques and Tools

Image compression reduces file size without perceptible loss of quality. There are two types of compression: lossy (which removes some data for smaller files) and lossless (which preserves all original data).

Recommended Compression Tools

Tool Type Cost Best For
Squoosh Web-based Free Quick single image optimisation
ShortPixel WordPress plugin / API From free (100 images/month) WordPress websites
Imagify WordPress plugin / API From free (25MB/month) WordPress websites
Cloudinary Cloud service Free tier available Large-scale image management
ImageOptim Desktop (Mac) Free Batch compression before upload
kraken.io Web-based / API From free (50 images/month) API integration

For Singapore businesses using WordPress (which powers over 60% of Singapore websites), we recommend installing a compression plugin like ShortPixel or Imagify. These plugins automatically compress images as you upload them, often reducing file sizes by 40-70% without visible quality loss.

Compression Best Practices

Compress before uploading: Even if you use an automatic compression plugin, pre-compressing images using a desktop tool ensures maximum optimisation.

Choose the right quality level: For photographs, a quality setting of 75-85% typically provides an excellent balance between file size and visual quality. For graphics and screenshots, lossless compression or quality settings above 90% are preferable.

Resize to display dimensions: Uploading a 4000×3000 pixel image that will only be displayed at 800×600 pixels wastes bandwidth. Resize images to their maximum display dimensions before uploading. Learn more about our guide on how to choose an seo agency in singapore in 2026.

Strategic Execution Framework

Effective Image SEO Singapore requires systematic execution that ensures all elements work together cohesively. This framework provides structured approach to comprehensive execution.

Planning Phase – Every successful implementation starts with thorough planning. This includes objective setting, audience research, and resource assessment. Companies investing adequate time in planning see 3-5x better results.

Execution Phase – With strategy in place, focus shifts to tactical execution. This includes content creation, technical implementation, and campaign launches. Coordinated execution ensures all elements work together.

Optimization Phase – Once implementations are stable, focus shifts to optimization based on performance data. This includes performance analysis, testing, and refinement. Companies with strong optimization cultures see 3-5x better performance.

Scaling Phase – With proven approaches, focus shifts to scaling successful tactics. This includes automation, personalization, and cross-channel integration. Scaling maximizes impact.

Measurement and Optimization Systems

Systematic measurement transforms effort into results through continuous improvement.

Comprehensive Analytics – Effective measurement starts with comprehensive analytics. Companies with comprehensive analytics see 3-5x better optimization results.

Regular Performance Reviews – Scheduled reviews ensure insights drive decisions. Regular review processes create accountability.

Testing and Experimentation – Continuous testing enables faster learning. Companies with strong testing capabilities learn 3-5x faster.

Data-Driven Optimization – Using data to inform decisions delivers superior results. Data-driven companies see 2-3x better outcomes.

Industry Best Practices

Learning from proven approaches accelerates success.

Data-Driven Decision Making – Basing decisions on data improves outcomes. Companies making data-driven decisions see 2-3x better results.

Customer-Centric Approach – Focusing on customer needs improves engagement. Customer-centric companies see 2-3x higher engagement rates.

Integrated Execution – Coordinated execution across channels creates unified experiences. Integrated approaches deliver 2-3x better results.

Quality Focus – Prioritizing quality over quantity delivers better long-term results. Quality-focused companies see 2-3x better performance.

Common Challenges and Solutions

Understanding challenges prevents wasted effort.

Resource Constraints – Solution: Prioritize high-impact activities.

Expertise Gaps – Solution: Partner with experts and invest in training.

Integration Complexity – Solution: Thorough planning and phased implementation.

Measurement Difficulties – Solution: Implement comprehensive analytics.

Advanced Optimization Techniques

Once foundational elements are in place, advanced optimization techniques can drive incremental improvements that compound over time.

Personalization and Segmentation – Tailoring experiences to specific user segments dramatically improves engagement and conversion. This includes behavioral targeting, demographic segmentation, and personalized content delivery. Effective personalization sees 40-60% improvement in engagement metrics.

Automation and Efficiency – Automating repetitive tasks frees resources for strategic work. This includes automated reporting, workflow automation, and self-service capabilities. Companies implementing automation see 40-60% efficiency improvements.

Cross-Channel Integration – Coordinated execution across channels creates unified experiences. This includes consistent messaging and integrated customer journeys. Integrated approaches deliver 2-3x better results.

Testing and Experimentation – Continuous testing enables faster learning. This includes A/B testing, multivariate testing, and user research. Companies with strong testing capabilities learn 3-5x faster.

Staying ahead of emerging trends enables strategic positioning for future success.

AI and Machine Learning Integration – AI continues transforming digital marketing. Companies developing AI capabilities see 30-50% efficiency improvements and competitive advantages.

Voice and Conversational Search – Voice search grows in importance. Optimizing for natural language queries positions businesses for this trend.

Privacy-First Approaches – Privacy regulations require adaptation. Privacy-first approaches build trust while maintaining effectiveness.

Immersive Content Formats – Video, AR, and interactive formats dominate attention. Developing capabilities in these content types positions businesses for success.

Frequently Asked Questions

How long does it take to see results?

Most businesses see initial results within 2-4 weeks, with significant improvements typically occurring within 8-12 weeks.

Strip metadata: Image metadata (EXIF data including camera settings, GPS coordinates, and timestamps) can add 10-50KB to each file. Strip unnecessary metadata before uploading, unless it is relevant to the image content.

Responsive Images and Srcset Implementation

Responsive images ensure that users receive appropriately sized images based on their device and screen size. Serving a 1920-pixel wide image to a mobile phone with a 375-pixel wide screen wastes bandwidth and increases load time.

The HTML srcset and sizes attributes solve this problem by allowing you to specify multiple image versions and let the browser choose the most appropriate one:

<img srcset="image-400w.webp 400w, image-800w.webp 800w, image-1200w.webp 1200w"
sizes="(max-width: 768px) 100vw, 800px"
src="image-800w.webp"
alt="Description of image">

For Singapore websites, where mobile traffic exceeds 65%, responsive images are essential. Creating multiple image sizes (typically 400px, 800px, and 1200px widths) and implementing srcset ensures optimal loading on all devices.

WordPress 5.5 and later automatically generates multiple image sizes and implements responsive attributes. Content management systems like Shopify, Magento, and Wix also handle responsive images natively. If you are using a custom-built website, ensure your development team implements the srcset and sizes attributes for all images.

Lazy Loading for Better Performance

Lazy loading is a technique that defers the loading of images until they are needed (typically when the user scrolls near them). This dramatically reduces initial page load time, as images below the fold are not loaded until the user actually needs to see them.

In 2026, native lazy loading is supported by all major browsers and can be implemented with a single HTML attribute:

<img src="image.webp" alt="Description" loading="lazy">

Best practices for lazy loading:

  • Apply lazy loading to all below-the-fold images
  • Do not lazy load images that appear in the initial viewport (above the fold), as this can delay their display
  • Specify width and height attributes on all lazy-loaded images to prevent layout shift (CLS)
  • For critical above-the-fold images, consider using the fetchpriority=”high” attribute
  • Test lazy loading behaviour across different browsers and connection speeds

At Digimau, implementing lazy loading typically reduces initial page weight by 40-60% for image-heavy websites. For a Singapore e-commerce site with 20-30 product images per page, this can mean the difference between a 2-second and a 5-second load time.

Structured Data for Images

Adding structured data (Schema.org markup) to your images provides search engines with explicit, machine-readable information about your visual content. This can enhance how your images appear in search results with rich snippets and visual carousels.

The ImageObject schema type allows you to specify:

  • Image URL and content URL
  • Caption and description
  • Image width and height
  • Thumbnail URL
  • Creator and copyright information
  • Geographic location (useful for Singapore-specific images)

Structured data is particularly valuable for product images, recipe images, and article images. Google may display your images as rich results with additional context, increasing click-through rates by 20-30%.

Image Sitemaps for Better Indexing

An image sitemap is a specialised XML sitemap that helps Google discover and index images on your website that might not be found through regular crawling. This is especially useful for images loaded via JavaScript, images on pages with many other images, or images that are important to your business.

A basic image sitemap entry looks like this:

<url>
  <loc>https://example.com/page/</loc>
  <image:image>
    <image:loc>https://example.com/image.jpg</image:loc>
    <image:title>Singapore Skyline at Sunset</image:title>
    <image:caption>Panoramic view of Marina Bay Sands and the Singapore skyline during sunset</image:caption>
  </image:image>
</url>

For Singapore businesses with large image libraries, creating a dedicated image sitemap ensures that Google can discover all your important images. Most SEO plugins for WordPress, including Yoast SEO and Rank Math, can automatically generate image sitemaps.

Visual Search and Google Lens Optimisation

Visual search is rapidly growing, with Google Lens processing over 12 billion queries per month globally. In Singapore, visual search adoption is accelerating, particularly in e-commerce, food, and travel sectors. Optimising for visual search requires a slightly different approach than traditional image SEO.

Visual Search Optimisation Strategies

High-quality product images on clean backgrounds: For e-commerce businesses, product images on white or light backgrounds are easier for visual search algorithms to identify and match. Include multiple angles and detail shots.

Consistent image styling: Maintain a consistent style across your product or service images. This helps visual search algorithms learn to recognise your brand’s visual identity.

Detailed image metadata: Provide comprehensive alt text, captions, and surrounding text context. Visual search algorithms use all available text signals to understand images.

Unique, original images: Avoid stock photos that appear on hundreds of other websites. Original images are more likely to be associated with your brand in visual search results.

Colour and pattern clarity: Ensure that colours and patterns are accurately represented in your images. Colour accuracy matters significantly for visual search, especially in fashion, home decor, and food industries.

Image SEO for Singapore E-Commerce

E-commerce websites in Singapore face unique image SEO challenges due to the volume of product images and the competitive nature of online retail. Here are specific strategies for Singapore e-commerce businesses.

Product Image Best Practices

  • Multiple images per product: Provide at least 5-8 images per product, including front view, back view, side views, detail shots, lifestyle images, and size reference images.
  • Consistent naming convention: Use a systematic naming convention like [brand]-[product-name]-[colour]-[angle].jpg across all products.
  • Zoom functionality: Provide high-resolution images (at least 1500×1500 pixels) that allow users to zoom in. Google prefers high-quality images for product rich results.
  • Structured data: Implement Product schema with image references for all product pages. This enables Google Shopping results and rich product snippets.
  • Image galleries with lazy loading: Use lazy loading for secondary product images to maintain fast initial page loads.

Image SEO Impact on Singapore E-Commerce Metrics

Metric Before Image SEO After Image SEO Improvement
Page Load Time 5.2 seconds 2.1 seconds 60% faster
Bounce Rate 52% 38% 27% reduction
Google Images Traffic 350 visits/month 1,800 visits/month 414% increase
Conversion Rate 1.8% 2.6% 44% improvement

Measuring Image SEO Performance

To assess the effectiveness of your image SEO efforts, track these key metrics:

  • Google Images traffic: Use Google Analytics 4 to monitor traffic from Google Images. Navigate to Reports > Acquisition > Traffic acquisition and filter by Google Images.
  • Image index coverage: Use Google Search Console to check how many of your images are indexed. Go to Page Indexing and look at the image-specific reports.
  • Page speed metrics: Monitor Core Web Vitals (LCP, CLS, INP) using Google PageSpeed Insights and Search Console. Image optimisation directly impacts these metrics.
  • Image search rankings: Use tools like Ahrefs or SEMrush to track your image rankings for target keywords.
  • Engagement metrics: Compare time on page and scroll depth for pages with optimised versus unoptimised images.

Common Image SEO Mistakes to Avoid

1. Using generic filenames: ‘IMG_1234.jpg’ tells search engines nothing. Always use descriptive, keyword-rich filenames.

2. Missing alt text: Every meaningful image should have alt text. Images without alt text are invisible to search engines and inaccessible to visually impaired users.

3. Uploading oversized images: A 5000-pixel photograph displayed at 800 pixels wastes bandwidth. Always resize before uploading.

4. Using text in images: Search engines cannot read text embedded in images. If you need to display text visually, use CSS-styled HTML text overlaid on the image instead.

5. Ignoring lazy loading: Loading all images simultaneously slows down your page. Implement lazy loading for all below-the-fold images.

6. Not using modern formats: Sticking with JPEG and PNG when WebP and AVIF can reduce file sizes by 25-50%.

7. Hotlinking images: Hosting images on external domains can slow loading and create dependency on third-party services. Always host images on your own domain or a reliable CDN.

Frequently Asked Questions

What is image SEO and why is it important for Singapore websites?

Image SEO is the practice of optimising images on your website to improve their visibility in search engine results, particularly Google Images. It matters for Singapore websites because images can drive 20-30% of total organic traffic, improve page engagement, and contribute to overall search rankings. With Singapore’s high mobile internet usage, properly optimised images also improve page load speed, which is a direct ranking factor.

How do I write effective alt text for images?

Effective alt text should be descriptive, concise (under 125 characters), and include relevant keywords naturally. For example, instead of ‘image1.jpg’ use ‘modern-hdb-living-room-interior-design-singapore.jpg’. Describe what is in the image as if explaining it to someone who cannot see it. Avoid keyword stuffing and focus on providing genuine value.

What image formats should I use for my Singapore website?

In 2026, WebP and AVIF are the recommended formats. WebP offers 25-35% smaller file sizes than JPEG with similar quality, and AVIF provides even better compression (up to 50% smaller than JPEG). Use JPEG for photographs, PNG for graphics with transparency, SVG for logos and icons, and serve WebP or AVIF as modern alternatives with fallbacks for older browsers.

How does image optimisation affect page speed in Singapore?

Images typically account for 50-65% of a web page’s total weight. Unoptimised images can add 3-10 seconds to page load times, which is critical in Singapore where average internet speeds are around 200-300 Mbps but mobile connections vary. Google uses Core Web Vitals (including Largest Contentful Paint) as ranking factors, and poorly optimised images directly hurt these metrics.

What is lazy loading and should I use it?

Lazy loading defers the loading of images until they are about to appear in the user’s viewport. This significantly reduces initial page load time by not loading images that the user may never scroll to. Native lazy loading using the ‘loading=”lazy”‘ attribute is supported by all modern browsers and should be used for all below-the-fold images.

How can I rank in Google Images for Singapore searches?

To rank in Google Images: use descriptive filenames and alt text with Singapore-specific keywords, ensure images are high-quality and properly sized, use structured data (ImageObject schema), create image sitemaps, ensure fast loading times, use responsive images, and place images near relevant text content. Including Singapore landmarks, contexts, or locally relevant imagery also helps.

What is the ideal image size for a Singapore website?

There is no single ideal size, but general guidelines for 2026 are: hero images should be under 200KB, blog post images under 100KB, thumbnails under 30KB, and product images under 150KB. Display sizes should match the container: hero images at 1200-1920px wide, blog images at 800-1200px, and thumbnails at 300-400px. Always compress images before uploading.

Should I use a CDN for image delivery in Singapore?

Yes, a CDN is highly recommended. Even with Singapore’s fast internet, CDNs reduce latency by serving images from edge servers geographically close to users. This is especially important if your audience includes users in neighbouring Southeast Asian countries where connection speeds may be slower. Cloudflare offers a free CDN tier that works well for most Singapore SMEs.

What are structured data and image sitemaps?

Structured data for images uses Schema.org markup (ImageObject type) to provide search engines with detailed information about your images, including captions, URLs, and licensing. An image sitemap is an XML sitemap specifically listing all images on your website with their URLs, captions, and geographic location. Both help Google discover and understand your images better.

How does visual search impact SEO in 2026?

Visual search allows users to search using images rather than text. Google Lens processes over 12 billion visual searches per month. Optimising for visual search involves: high-quality images, detailed alt text, structured data, clear product images on white backgrounds, and ensuring images load quickly. For Singapore e-commerce businesses, visual search is becoming a significant traffic source, especially for fashion, home decor, and food products.

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