SERP Title N-grams Extension

Google Entity Scraper by Akarsh

Extract Google SERP filter-chip entities for SEO and keyword research. Google Entity Scraper by Akarsh is a lightweight Chrome extension designed for SEO professionals, content marketers, and keyword researchers who want to quickly extract Google SERP filter-chip entities shown under the search bar. When you search on Google, you often see refinement chips such as brands, categories, colors, sizes, and product types (for example: Nike, Running Shoes, Cordless Blinds, Blackout Blinds). These are valuable semantic entities used by Google to refine search intent — and this extension helps you capture them instantly. ✅ What does Google Entity Scraper do? → Extracts only Google’s horizontal filter chips → Ignores ads, prices, ratings, stores, and shopping data → Excludes navigation items like All, Images, Videos, Shopping, News, Maps, AI Mode → Outputs a clean, comma-separated list of entities ready to copy and use ✅ Key Features ✔ Scrapes Google SERP refinement chips ✔ Works on product, eCommerce, and informational searches ✔ No ads, no trackers, no data collection ✔ Clean, simple, and fast UI ✔ One-click extraction ✔ Lightweight and privacy-friendly ✅ Who is this extension for? → SEO professionals → Content strategists → AEO & GEO specialists ✅ How this helps your SEO workflow ✔ Discover semantic keywords Google associates with a query ✔ Build better content clusters ✔ Improve on-page SEO and topical coverage ✔ Understand search intent refinement ✔ Support keyword research for blogs, category pages, and product pages ✅ Privacy & Safety → This extension does not collect, store, or transmit any user data → All processing happens locally in your browser → No external servers or analytics are used ✅ How to use ✔ Open Google Search ✔ Search for any keyword ✔ Click the Google Entity Scraper icon ✔ Click “Scrape SERP Entities” ✔ Copy and use the extracted entities

TF-IDF SERP Analyzer

This is an SEO Chrome Extension that runs on SERP & scores the SERP Titles against the Search Query in terms of TF-IDF Cosine Similarity which helps you understand the relevancy of title to the search query 1️⃣ See relevancy of Titles Against Search Query & Optimize if needed 2️⃣ For a Long Tail Query Identify Outliers who have published content catering closely to such niched queries. The similarity scores can build the confidence to pursue user focused topics 3️⃣ See Scores for Sitelink Extension to measure if there is any correlation between search queries & more similar sitelink extension receiving more CTR 4️⃣ See scores for PAA Ranking Titles to see if there is any correlation between long tail search queries & PAA SERP Titles Cosine Similarity Scores 5️⃣ SERP Similarity Summary with insights & Overlap Scores 6️⃣ Sort the SERP by highest similarity titles

N-gram by Go Fish

N-gram by Go Fish allows SEOs to see the different N-grams used on any website to help with keyword research. Unlock Deeper SEO Insights with Go Fish’s N-gram Analyzer Extension N-gram by Go Fish is a powerful Chrome extension designed for SEO analysts who want to analyze and optimize on-page content. This tool scans any webpage and identifies common two, three, and four-word Ngrams, highlighting them directly on the page for quick analysis. With version 1.1, you can: • Instantly highlight Ngrams on any webpage (including competitors) • Identify the top 5 most frequently used Ngrams • Generate a detailed report of all Ngrams found • Export results as a CSV for further analysis Built for efficiency, the extension seamlessly integrates into your workflow, helping you uncover content patterns, keyword overuse, and optimization opportunities in seconds. Go Fish Digital is leading ecommerce marketing agency specializing in SEO, PPC, and Social marketing services. This extension leverages Compromise.js and compromise plugin Stat for natural language processing. Compromise.js is an open-source library developed by Spencer Kelly and contributors, licensed under the MIT License. The full license can be viewed at: We acknowledge and comply with the license terms by referencing it here. Boost your SEO content analysis with N-gram by Go Fish: your on-page keyword pattern recognition tool.

Sitemap Clusterizer - Simplify XML Sitemap Analysis

Streamline your SEO workflow with intelligent XML sitemap analysis After all, XML sitemaps are designed for search bots, not humans. But that's where Sitemap Clusterizer steps in. The extension transforms unwieldy XML data into a digestible pivot table. In seconds, you can transform your sitemap into actionable insights by grouping your website's pages by path segments based on the URL structure. So, making sense of large XML sitemaps is effortless. Pivot Table Conversion: Automatically extract URLs and their last modified dates from any XML sitemap and view them in an organized pivot table format. Dive deeper into your website's structure by grouping URLs based on their path segments, making it easier to analyze and manage your site's content. Customizable Segment Filtering: Tailor the pivot table to match your site’s URL structure by filtering path segments using forward slashes, hyphens, or underscores. This flexibility allows you to customize how the segments are broken down, optimizing the pivot table generation for deeper, more meaningful analysis. Comprehensive URL Count: Get a clear overview with a total count of all URLs contained in the sitemap. This feature helps you track the size and scale of your website's content at a glance. CSV Download: Need to share or further analyze your data? With just one click, download the entire list of sitemap URLs as a CSV file. This makes it easy to share insights with your team or import data into other SEO tools. Common tasks that Sitemap Clusterizer can assist with your own site: Identify gaps: By reviewing your own XML sitemap, you can identify if there are any important pages that are not being indexed. Content hierarchy: Understand how your content is structured and whether it aligns with your SEO goals, ensuring that priority pages are prominent. Content audit: The sitemap can help in auditing your content to check for outdated or underperforming pages that might need updating or improvement. URL optimization: Ensure that your URLs are optimized for SEO, including proper keyword usage. Track content updates: The sitemap can help track how frequently your content is updated, an important factor in SEO. Product category analysis: In ecommerce verticals, analyzing sitemaps can be especially useful to understand category and product taxonomies. For Competitor Sites: Site architecture insights: Analyzing a competitor's sitemap gives you a clearer picture of their site architecture, including how they prioritize their pages in terms of navigation and SEO. Content themes and focus: By reviewing the URLs and their organization in the sitemap, you can identify what types of content themes and product categories are most important to your competitors. Keyword opportunities: Spot potential keyword gaps in your strategy by analyzing the keywords that competitors seem to be targeting in their URL structures and metadata. Content freshness: See how often competitors update or add new content, which might give insights into their content strategy and how they manage SEO freshness signals. Marketing strategies: By examining how new products or categories are added to a sitemap, you can infer competitors’ market focus areas or seasonal strategies.