# FetchLayer — Full Content Index > This is the exhaustive machine-readable index of every page on fetchlayer.dev. For a short orientation instead, see /llms.txt. ## Main pages - [Home](https://fetchlayer.dev/): Structured web and social data API — Reddit, Twitter/X, TikTok, Instagram, Weibo, Douyin, Link in Bio, Web Unblocker, Upwork, Email Finder, Airbnb, Booking.com, flight search, App Store, YouTube, Google Maps, Google Play Store, the Facebook, Google, TikTok and LinkedIn ad libraries, Trustpilot, Glassdoor, Tripadvisor, Product Hunt, Printables, MakerWorld, Amazon, DuckDuckGo, Google Search, Bing, ChatGPT AI visibility, and any Shopify or WooCommerce storefront, via REST or MCP. - [Pricing](https://fetchlayer.dev/pricing): Free tier, pay-as-you-go, and subscription plans — one price list for every platform. - [About](https://fetchlayer.dev/about): Who operates FetchLayer. - [Contact](https://fetchlayer.dev/contact): Support, sales, and enterprise contact. - [Enterprise](https://fetchlayer.dev/enterprise): Custom-volume and unlimited plans. - [Reddit Scraper API](https://fetchlayer.dev/reddit-scraper), [Reddit MCP Server](https://fetchlayer.dev/reddit-ai), [Reddit Monitoring](https://fetchlayer.dev/reddit-monitoring) - [Twitter/X Scraper API](https://fetchlayer.dev/twitter-scraper) - [App Store Reviews API](https://fetchlayer.dev/app-store-reviews-api) - [YouTube Comments API](https://fetchlayer.dev/youtube-comments-api) - [Google Maps Reviews API](https://fetchlayer.dev/google-maps-reviews-api) - [Google Play Reviews API](https://fetchlayer.dev/google-play-reviews-api) - [Facebook Ad Library API](https://fetchlayer.dev/facebook-ad-library-api) - [Google Ad Library API](https://fetchlayer.dev/google-ad-library-api) - [TikTok Ad Library API](https://fetchlayer.dev/tiktok-ad-library-api) - [LinkedIn Ad Library API](https://fetchlayer.dev/linkedin-ad-library-api) - [Trustpilot Reviews API](https://fetchlayer.dev/trustpilot-reviews-api) - [Glassdoor API](https://fetchlayer.dev/glassdoor-reviews-api) - [Tripadvisor Reviews API](https://fetchlayer.dev/tripadvisor-reviews-api) - [Product Hunt API](https://fetchlayer.dev/product-hunt-api) - [Printables API](https://fetchlayer.dev/printables-api) - [MakerWorld API](https://fetchlayer.dev/makerworld-api) - [Shopify Store API](https://fetchlayer.dev/shopify-store-api) - [WooCommerce Store API](https://fetchlayer.dev/woocommerce-store-api) - [Amazon Product API](https://fetchlayer.dev/amazon-product-api) - [eBay API](https://fetchlayer.dev/ebay-api) - [AliExpress API](https://fetchlayer.dev/aliexpress-api) - [Temu API](https://fetchlayer.dev/temu-api) - [DuckDuckGo Search API](https://fetchlayer.dev/duckduckgo-search-api) - [Bing Search API](https://fetchlayer.dev/bing-search-api) - [TikTok API](https://fetchlayer.dev/tiktok-scraper-api) - [Instagram API](https://fetchlayer.dev/instagram-scraper-api) - [Weibo API](https://fetchlayer.dev/weibo-api) - [Douyin API](https://fetchlayer.dev/douyin-api) - [Link in Bio API](https://fetchlayer.dev/link-in-bio-api) - [Web Unblocker API](https://fetchlayer.dev/web-unblocker-api) - [Upwork Jobs API](https://fetchlayer.dev/upwork-jobs-api) - [Email Finder API](https://fetchlayer.dev/email-finder-api) - [Airbnb API](https://fetchlayer.dev/airbnb-api) - [Booking.com API](https://fetchlayer.dev/booking-api) - [Flight Search API](https://fetchlayer.dev/flight-search-api) - [AI Visibility API](https://fetchlayer.dev/ai-visibility-api) - [SERP API: Google, Bing and DuckDuckGo](https://fetchlayer.dev/serp-api) - [Social Listening API](https://fetchlayer.dev/social-listening-api) ## Documentation - [Getting started](https://fetchlayer.dev/documentation/getting-started) - [Reddit docs](https://fetchlayer.dev/documentation/reddit) · [OpenAPI spec](https://fetchlayer.dev/documentation/reddit/openapi.json) - [Twitter/X docs](https://fetchlayer.dev/documentation/twitter) · [OpenAPI spec](https://fetchlayer.dev/documentation/twitter/openapi.json) - [App Store docs](https://fetchlayer.dev/documentation/appstore) · [OpenAPI spec](https://fetchlayer.dev/documentation/appstore/openapi.json) - [YouTube docs](https://fetchlayer.dev/documentation/youtube) · [OpenAPI spec](https://fetchlayer.dev/documentation/youtube/openapi.json) - [Google Maps docs](https://fetchlayer.dev/documentation/google-maps) · [OpenAPI spec](https://fetchlayer.dev/documentation/google-maps/openapi.json) - [Google Play Store docs](https://fetchlayer.dev/documentation/playstore) · [OpenAPI spec](https://fetchlayer.dev/documentation/playstore/openapi.json) - [Facebook Ad Library docs](https://fetchlayer.dev/documentation/facebook-ad-library) · [OpenAPI spec](https://fetchlayer.dev/documentation/facebook-ad-library/openapi.json) - [Google Ad Library docs](https://fetchlayer.dev/documentation/google-ad-library) · [OpenAPI spec](https://fetchlayer.dev/documentation/google-ad-library/openapi.json) - [TikTok Ad Library docs](https://fetchlayer.dev/documentation/tiktok-ad-library) · [OpenAPI spec](https://fetchlayer.dev/documentation/tiktok-ad-library/openapi.json) - [LinkedIn Ad Library docs](https://fetchlayer.dev/documentation/linkedin-ad-library) · [OpenAPI spec](https://fetchlayer.dev/documentation/linkedin-ad-library/openapi.json) - [Trustpilot docs](https://fetchlayer.dev/documentation/trustpilot) · [OpenAPI spec](https://fetchlayer.dev/documentation/trustpilot/openapi.json) - [Glassdoor docs](https://fetchlayer.dev/documentation/glassdoor) · [OpenAPI spec](https://fetchlayer.dev/documentation/glassdoor/openapi.json) - [Tripadvisor docs](https://fetchlayer.dev/documentation/tripadvisor) · [OpenAPI spec](https://fetchlayer.dev/documentation/tripadvisor/openapi.json) - [Product Hunt docs](https://fetchlayer.dev/documentation/producthunt) · [OpenAPI spec](https://fetchlayer.dev/documentation/producthunt/openapi.json) - [Printables docs](https://fetchlayer.dev/documentation/printables) · [OpenAPI spec](https://fetchlayer.dev/documentation/printables/openapi.json) - [MakerWorld docs](https://fetchlayer.dev/documentation/makerworld) · [OpenAPI spec](https://fetchlayer.dev/documentation/makerworld/openapi.json) - [Shopify Store docs](https://fetchlayer.dev/documentation/shopify-stores) · [OpenAPI spec](https://fetchlayer.dev/documentation/shopify-stores/openapi.json) - [WooCommerce Store docs](https://fetchlayer.dev/documentation/woocommerce-stores) · [OpenAPI spec](https://fetchlayer.dev/documentation/woocommerce-stores/openapi.json) - [Amazon Product docs](https://fetchlayer.dev/documentation/amazon) · [OpenAPI spec](https://fetchlayer.dev/documentation/amazon/openapi.json) - [eBay docs](https://fetchlayer.dev/documentation/ebay) · [OpenAPI spec](https://fetchlayer.dev/documentation/ebay/openapi.json) - [AliExpress docs](https://fetchlayer.dev/documentation/aliexpress) · [OpenAPI spec](https://fetchlayer.dev/documentation/aliexpress/openapi.json) - [Temu docs](https://fetchlayer.dev/documentation/temu) · [OpenAPI spec](https://fetchlayer.dev/documentation/temu/openapi.json) - [DuckDuckGo docs](https://fetchlayer.dev/documentation/duckduckgo) · [OpenAPI spec](https://fetchlayer.dev/documentation/duckduckgo/openapi.json) - [Bing Search docs](https://fetchlayer.dev/documentation/bing) · [OpenAPI spec](https://fetchlayer.dev/documentation/bing/openapi.json) - [ChatGPT AI visibility docs](https://fetchlayer.dev/documentation/chatgpt) · [OpenAPI spec](https://fetchlayer.dev/documentation/chatgpt/openapi.json) - [TikTok docs](https://fetchlayer.dev/documentation/tiktok) · [OpenAPI spec](https://fetchlayer.dev/documentation/tiktok/openapi.json) - [Instagram docs](https://fetchlayer.dev/documentation/instagram) · [OpenAPI spec](https://fetchlayer.dev/documentation/instagram/openapi.json) - [Weibo docs](https://fetchlayer.dev/documentation/weibo) · [OpenAPI spec](https://fetchlayer.dev/documentation/weibo/openapi.json) - [Douyin docs](https://fetchlayer.dev/documentation/douyin) · [OpenAPI spec](https://fetchlayer.dev/documentation/douyin/openapi.json) - [Link in Bio docs](https://fetchlayer.dev/documentation/link-in-bio) · [OpenAPI spec](https://fetchlayer.dev/documentation/link-in-bio/openapi.json) - [Web Unblocker docs](https://fetchlayer.dev/documentation/web-unblocker) · [OpenAPI spec](https://fetchlayer.dev/documentation/web-unblocker/openapi.json) - [Upwork docs](https://fetchlayer.dev/documentation/upwork) · [OpenAPI spec](https://fetchlayer.dev/documentation/upwork/openapi.json) - [Email Finder docs](https://fetchlayer.dev/documentation/email-finder) · [OpenAPI spec](https://fetchlayer.dev/documentation/email-finder/openapi.json) - [Airbnb docs](https://fetchlayer.dev/documentation/airbnb) · [OpenAPI spec](https://fetchlayer.dev/documentation/airbnb/openapi.json) - [Booking.com docs](https://fetchlayer.dev/documentation/booking) · [OpenAPI spec](https://fetchlayer.dev/documentation/booking/openapi.json) - [Flight Search docs](https://fetchlayer.dev/documentation/flights) · [OpenAPI spec](https://fetchlayer.dev/documentation/flights/openapi.json) - [MCP integration reference](https://fetchlayer.dev/documentation/integrations/mcp) - [MCP server manifest](https://fetchlayer.dev/.well-known/mcp/server-card.json): Machine-readable list of all 221 MCP tools across every platform. ## MCP setup — index pages - [Reddit MCP Server for AI Agents](https://fetchlayer.dev/blog/reddit-mcp): FetchLayer's Reddit MCP server works with Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, and more. Pick your tool and connect in under a minute. - [Twitter/X MCP Server for AI Agents](https://fetchlayer.dev/blog/twitter-mcp): FetchLayer's Twitter/X MCP server works with Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, and more. Pick your tool and connect in under a minute. ## MCP setup — individual client guides - [Search Reddit from Claude Code Using MCP](https://fetchlayer.dev/blog/reddit-mcp-claude-code): Add FetchLayer's Reddit MCP tool to Claude Code (Anthropic's terminal agent) so you can search Reddit and scrape data without leaving the command line. - [How to Connect Reddit MCP to Claude Desktop](https://fetchlayer.dev/blog/reddit-mcp-claude-desktop): Add FetchLayer's Reddit MCP server to Claude Desktop so Claude can search Reddit, scrape posts, and pull subreddit data in your conversations. - [How to Connect Reddit MCP to Cursor](https://fetchlayer.dev/blog/reddit-mcp-cursor): Step-by-step guide to adding FetchLayer's Reddit MCP server to Cursor. Search Reddit, scrape posts, and pull subreddit data directly from your AI coding agent. - [How to Connect Reddit MCP to Hermes Agent](https://fetchlayer.dev/blog/reddit-mcp-hermes): Set up FetchLayer's Reddit MCP server with Hermes Agent to search Reddit, scrape posts, and pull community data in your AI workflows. - [How to Connect Reddit MCP to KiloCode](https://fetchlayer.dev/blog/reddit-mcp-kilocode): Add FetchLayer's Reddit MCP server to KiloCode so your AI assistant can search Reddit, scrape posts, and pull subreddit data from inside VS Code. - [How to Connect Reddit MCP to OpenClaw](https://fetchlayer.dev/blog/reddit-mcp-openclaw): Add FetchLayer's Reddit MCP server to OpenClaw so your AI agent can search Reddit, scrape posts, and pull subreddit data directly. - [Connect Reddit MCP to VS Code](https://fetchlayer.dev/blog/reddit-mcp-vscode): Add FetchLayer's Reddit MCP server to VS Code so GitHub Copilot's agent mode can search Reddit, scrape posts, and pull community data. - [How to Connect Reddit MCP to Windsurf](https://fetchlayer.dev/blog/reddit-mcp-windsurf): Step-by-step guide to adding FetchLayer's Reddit MCP server to Windsurf. Give your AI coding agent access to Reddit search, posts, and comments. - [Search Twitter/X from Claude Code Using MCP](https://fetchlayer.dev/blog/twitter-mcp-claude-code): Add FetchLayer's Twitter/X MCP tool to Claude Code (Anthropic's terminal agent) so you can search tweets and scrape data without leaving the command line. - [How to Connect Twitter MCP to Claude Desktop](https://fetchlayer.dev/blog/twitter-mcp-claude-desktop): Add FetchLayer's Twitter/X MCP server to Claude Desktop so Claude can search tweets, get profiles, and pull follower data in your conversations. - [How to Connect Twitter MCP to Cursor](https://fetchlayer.dev/blog/twitter-mcp-cursor): Step-by-step guide to adding FetchLayer's Twitter/X MCP server to Cursor. Search tweets, get profiles, and pull follower data from your AI coding agent. - [How to Connect Twitter MCP to Hermes Agent](https://fetchlayer.dev/blog/twitter-mcp-hermes): Set up FetchLayer's Twitter/X MCP server with Nous Research's Hermes Agent to search tweets, get profiles, and pull follower data — in YAML, not JSON. - [How to Connect Twitter MCP to KiloCode](https://fetchlayer.dev/blog/twitter-mcp-kilocode): Add FetchLayer's Twitter/X MCP server to KiloCode so your AI assistant can search tweets, get profiles, and pull follower data — via Kilo's own settings. - [How to Connect Twitter MCP to OpenClaw](https://fetchlayer.dev/blog/twitter-mcp-openclaw): Add FetchLayer's Twitter/X MCP server to OpenClaw's self-hosted Gateway so every agent session can search tweets, get profiles, and pull follower data. - [Connect Twitter MCP to VS Code](https://fetchlayer.dev/blog/twitter-mcp-vscode): Add FetchLayer's Twitter/X MCP server to VS Code so GitHub Copilot's agent mode can search tweets, get profiles, and pull follower data. - [How to Connect Twitter MCP to Windsurf](https://fetchlayer.dev/blog/twitter-mcp-windsurf): Step-by-step guide to adding FetchLayer's Twitter/X MCP server to Windsurf's Cascade agent. Give it tweet search, profiles, and follower data. ## Language SDK guides - [Reddit Scraping API with Bun: Complete Guide](https://fetchlayer.dev/blog/reddit-api-bun): How to scrape Reddit using Bun and the FetchLayer API. Fast, lightweight examples for searching posts, scraping comments, and monitoring subreddits. - [Reddit Scraping API with Go: Complete Guide](https://fetchlayer.dev/blog/reddit-api-go): How to search Reddit and scrape posts using Go and the FetchLayer API. Clean, idiomatic Go examples with proper error handling and struct decoding. - [Reddit Scraping API with Node.js](https://fetchlayer.dev/blog/reddit-api-nodejs): How to search Reddit, scrape posts, and pull subreddit data using Node.js and the FetchLayer API. Working code examples for every endpoint. - [Reddit API npm Package for JS/TS](https://fetchlayer.dev/blog/reddit-api-npm-package-javascript-typescript): Use the official @fetchlayer/reddit npm package to search Reddit, scrape posts and comments, and work with typed responses in JavaScript or TypeScript. - [Reddit Scraping API with Python: Complete Guide](https://fetchlayer.dev/blog/reddit-api-python): How to scrape Reddit with Python using the FetchLayer API. Search posts, scrape comments, and monitor subreddits — no PRAW or Reddit credentials needed. - [Reddit Scraping API with TypeScript](https://fetchlayer.dev/blog/reddit-api-typescript): How to search Reddit and scrape posts using TypeScript with full type safety. Working examples with typed responses for every FetchLayer endpoint. - [Twitter/X API with Bun: Complete Guide](https://fetchlayer.dev/blog/twitter-api-bun): How to scrape Twitter/X using Bun and the FetchLayer API. Fast, lightweight examples for searching tweets, fetching profiles, and pulling follower data. - [Twitter/X API with Go: Complete Guide](https://fetchlayer.dev/blog/twitter-api-go): How to search X/Twitter and scrape tweets using Go and the FetchLayer API. Clean, idiomatic Go examples with proper error handling and struct decoding. - [Twitter/X API with Node.js: Complete Guide](https://fetchlayer.dev/blog/twitter-api-nodejs): Search X/Twitter, get tweet details, fetch user profiles, and pull follower lists with Node.js and the FetchLayer API. Working code for every endpoint. - [Twitter/X API with Python: Complete Guide](https://fetchlayer.dev/blog/twitter-api-python): How to scrape Twitter/X data with Python using the FetchLayer API. Search tweets, get profiles, fetch replies, and pull follower lists — no Tweepy needed. - [Twitter/X API with TypeScript: Complete Guide](https://fetchlayer.dev/blog/twitter-api-typescript): How to search X/Twitter and scrape tweets using TypeScript with full type safety. Working examples with typed responses for every FetchLayer endpoint. ## Comparisons & alternatives - [Best Reddit Scraper APIs in 2026](https://fetchlayer.dev/blog/best-reddit-scraper-apis-compared): Honest comparison of the best Reddit scraping APIs in 2026. FetchLayer, ScrapeCreators, Apify, ScraperAPI, Bright Data, and PRAW compared. - [Best Twitter/X Scraper APIs in 2026](https://fetchlayer.dev/blog/best-twitter-scraper-apis-compared): Honest comparison of the best Twitter/X scraping APIs in 2026. FetchLayer, ScrapeCreators, Apify, ScraperAPI, and Tweepy compared side by side. - [Google Maps Reviews API Alternatives](https://fetchlayer.dev/blog/google-maps-reviews-api-alternatives): Google's Places API caps reviews at five per place. Here are the alternatives that return full review history, and how they compare on cost and coverage. - [Google Play Reviews API Alternatives](https://fetchlayer.dev/blog/google-play-reviews-api-alternatives): Google has no public API for reading Play Store reviews of apps you don't own. Here are the alternatives, and how they compare on filtering and cost. - [PRAW Alternative for JavaScript](https://fetchlayer.dev/blog/praw-alternative-javascript): PRAW needs approved Reddit OAuth credentials that new developers cannot reliably obtain. Here are practical JavaScript, TypeScript, and Node.js alternatives. - [Pushshift Alternative in 2026](https://fetchlayer.dev/blog/pushshift-alternative): Pushshift is dead for most practical purposes. Here are the best alternatives for getting Reddit data in 2026 — from API services to historical archives. - [Reddit API Alternatives in 2026: Best Options](https://fetchlayer.dev/blog/reddit-api-alternatives): Reddit's API requires OAuth approval and bans commercial use. Here are the best alternatives for developers who need Reddit data in 2026. - [Reddit API Shut Down in 2026: What Still Works](https://fetchlayer.dev/blog/reddit-api-closed-2026): Reddit killed unauthenticated .json requests in May 2026 — the last free workaround. Here's the full timeline and what actually works now. - [Twitter/X API Alternatives in 2026](https://fetchlayer.dev/blog/twitter-api-alternatives): X's official API moved to pay-per-use pricing in 2026 and still rate-limits hard. The best alternatives for developers who need Twitter data in 2026. ## Reddit guides - [How to Scrape Reddit in 2026](https://fetchlayer.dev/blog/how-to-scrape-reddit): A practical guide to Reddit data in 2026, including the May 30 JSON endpoint shutdown, OAuth, PRAW, scraping APIs, and MCP for AI agents. - [How to Monitor a Subreddit for Posts](https://fetchlayer.dev/blog/monitor-subreddit-posts): Build an automated pipeline to monitor any subreddit for new posts. Get notified via cron jobs, webhooks, and Slack or Discord alerts. - [Reddit Agent Skill for AI Agents](https://fetchlayer.dev/blog/reddit-agent-skill): Build a Reddit agent skill that lets Claude, Cursor, or your AI agent search Reddit, fetch posts, and read comments without API rate limits. - [Reddit API Rate Limits Explained](https://fetchlayer.dev/blog/reddit-api-rate-limits): Reddit API rate limits vary by endpoint and are poorly documented. Here's a clear breakdown of limits, error codes, and how to avoid them. - [How to Get All Comments from Reddit](https://fetchlayer.dev/blog/reddit-get-all-comments): Reddit's API truncates comment trees. Here's how to get the full thread from any post — with code examples and method comparison. ## Twitter/X guides - [How to Find Twitter/X Influencers](https://fetchlayer.dev/blog/find-twitter-influencers-niche): Discover relevant Twitter/X accounts in any niche using keyword search, follower analysis, and profile filtering. Find influencers, journalists, partners. - [How to Export Twitter/X Followers to CSV](https://fetchlayer.dev/blog/get-twitter-followers-csv): Export any public Twitter/X account's followers (including verified followers) to CSV. Step-by-step code for Node.js with the FetchLayer API. - [How to Scrape Twitter/X in 2026](https://fetchlayer.dev/blog/how-to-scrape-twitter-2026): A practical guide to getting data out of X/Twitter in 2026. Covers the official API, Tweepy, DIY scraping, scraping APIs like FetchLayer, and MCP for AI agents. - [How to Monitor Twitter/X Keywords](https://fetchlayer.dev/blog/monitor-twitter-keywords): Build an automated pipeline to monitor X/Twitter for keywords. Get notified via cron jobs, webhooks, and Slack or Discord alerts when tweets match. - [How to Monitor Replies to a Tweet (Automated)](https://fetchlayer.dev/blog/monitor-twitter-replies): Build an automated pipeline to track replies on any X/Twitter thread. Get notified via webhooks, Slack, or Discord when new replies appear. - [How to Track Competitor Tweets Automatically](https://fetchlayer.dev/blog/track-competitor-tweets): Build an automated system to monitor your competitors on X/Twitter. Track their tweets, engagement, and new followers without manual checking. - [Twitter/X Agent Skill for AI Agents](https://fetchlayer.dev/blog/twitter-agent-skill): Build a Twitter/X agent skill that lets Claude, Cursor, or your AI agent search tweets, fetch profiles, and read replies without API rate limits. ## App Store, YouTube, Google Maps, Play Store, ad library, review, community & storefront guides - [App Store & Play Store MCP Server](https://fetchlayer.dev/blog/app-store-play-store-mcp): Connect FetchLayer's App Store and Google Play MCP tools to Claude Desktop, Cursor, or Claude Code to pull app reviews from any AI agent. Setup and pricing. - [App Store Review Sentiment Analysis](https://fetchlayer.dev/blog/app-store-review-sentiment-analysis): Use App Store review sentiment analysis to identify product issues, feature requests, release regressions, and customer pain points from public reviews. - [4 Best App Store Review APIs in 2026, Compared](https://fetchlayer.dev/blog/best-app-store-review-apis): Compare the best App Store review APIs and scrapers for public feedback, competitor research, monitoring, AI analysis, and CSV export. - [How to Find the Best Day to Launch on Product Hunt (With Real Data)](https://fetchlayer.dev/blog/best-day-to-launch-on-product-hunt): 'Does your Product Hunt launch day actually matter?' gets asked constantly, and answered with opinions. Here's how to pull the actual leaderboard history and check for yourself — plus how to watch a competitor's launch in real time. - [4 Best YouTube Comments APIs in 2026](https://fetchlayer.dev/blog/best-youtube-comments-apis): Compare YouTube comments APIs and scrapers for public comment collection, replies, AI analysis, CSV export, monitoring, and scale. - [How to Build Your Own Rank Tracker (Google, Bing, and DuckDuckGo)](https://fetchlayer.dev/blog/build-a-rank-tracker-google-bing-duckduckgo): Rank trackers disagree with each other, and with what you see in your own browser. Here's why — country, region, and device parameters — and how to build a tracker across three engines that gets it right. - [How to Check if ChatGPT Mentions Your Brand](https://fetchlayer.dev/blog/chatgpt-brand-mentions): There's no Search Console for ChatGPT. Here's how to actually check whether it mentions your brand, cites your site, and where you rank against competitors — without mistaking one lucky answer for a trend. - [How to Check Resale Margin Across eBay, AliExpress, and Temu](https://fetchlayer.dev/blog/compare-ebay-aliexpress-temu-prices): ChatGPT's answer to 'can I resell this AliExpress item on eBay' is: search eBay's UI by hand and count sold listings. Here's the automatable version — batch price-check all three marketplaces and get a margin table back. - [How to Detect Suspicious Glassdoor Review Activity](https://fetchlayer.dev/blog/detect-fake-glassdoor-reviews): 'Mandatory Glassdoor review with mandatory screenshots' gets 106 upvotes on r/DarkCorporate for a reason — coordinated review campaigns are common and visible in the data. Here's how to spot a burst, plus catching reviews that quietly vanish. - [How to Export App Store Reviews to CSV](https://fetchlayer.dev/blog/export-app-store-reviews-to-csv): Download public App Store reviews to CSV for product research, competitor analysis, monitoring, and AI analysis—with or without code. - [Export Google Play Reviews to CSV](https://fetchlayer.dev/blog/export-google-play-reviews-to-csv): Get Google Play reviews into a spreadsheet with correct escaping, Excel-safe encoding, and filters that keep the export to the reviews you need. - [How to Export YouTube Comments to CSV](https://fetchlayer.dev/blog/export-youtube-comments-to-csv): Download public YouTube comments and replies to CSV for audience research, sentiment analysis, content planning, and AI workflows. - [How to Fetch Any Web Page Reliably From Code](https://fetchlayer.dev/blog/fetch-web-pages-reliably): 'Blocked from a website, what are my options?' gets 50 upvotes because a plain fetch() failing silently is a common, frustrating problem. Here's how to build a fetch pipeline that either gives you the real page or tells you clearly why not. - [How to Find a Business Email Without a Paid Lead Database](https://fetchlayer.dev/blog/find-business-email-without-a-database): 'How do you find email addresses from LinkedIn profiles these days?' is a live thread with 49 comments and no good answer. Here's an automatable version that only ever returns addresses a target actually published. - [Google Maps MCP Server for AI Agents](https://fetchlayer.dev/blog/google-maps-mcp): Connect FetchLayer's Google Maps MCP server to Claude Desktop, Cursor, or Claude Code to pull public place reviews from any AI agent. Setup, tools, and pricing. - [How to Get YouTube Comments Through an API](https://fetchlayer.dev/blog/how-to-get-youtube-comments-api): Extract public YouTube comments as structured JSON for audience research, monitoring, and AI analysis. Use the replies endpoint for comment threads. - [How to Scrape App Store Reviews in 2026](https://fetchlayer.dev/blog/how-to-scrape-app-store-reviews): Fetch public Apple App Store reviews as structured JSON with a practical API workflow for monitoring, research, and AI analysis. - [How to Scrape Google Maps Reviews](https://fetchlayer.dev/blog/how-to-scrape-google-maps-reviews): Fetch public Google Maps reviews for any business as structured JSON. Place IDs, pagination, sort orders, and a working monitoring pipeline. - [How to Scrape Google Play Reviews](https://fetchlayer.dev/blog/how-to-scrape-google-play-reviews): Fetch and filter public Google Play reviews as structured JSON. Package names, rating filters, version tracking, and release regression detection. - [Instagram's Business Discovery API: What It Actually Returns](https://fetchlayer.dev/blog/instagram-business-discovery-api-limits): Meta does have an official way to read another account's Instagram data — Business Discovery. Here's exactly where it stops: professional accounts only, your own app review, and no path to a highlight, ever. - [How to Monitor a Competitor's Shopify or WooCommerce Store](https://fetchlayer.dev/blog/monitor-competitor-shopify-woocommerce-prices): Catch a competitor's price changes and new product launches automatically, whether they run Shopify or WooCommerce — including the one field each platform actually publishes for a clean diff. - [How to Monitor Google Maps Reviews](https://fetchlayer.dev/blog/monitor-google-maps-reviews): Build an automated alert for new Google Maps reviews across one location or hundreds. Polling strategy, deduplication, and multi-location patterns. - [How to Monitor a Hotel or Restaurant's Tripadvisor Reviews](https://fetchlayer.dev/blog/monitor-tripadvisor-reviews): 'Tripadvisor reviews — why are they disappearing?' has 19 comments and no real answer. Here's how to track new reviews, catch the ones that vanish, and watch the rating trend for a specific property. - [How to Monitor Trustpilot Reviews (New and Deleted)](https://fetchlayer.dev/blog/monitor-trustpilot-reviews): Build an alert for new Trustpilot reviews — and for the ones that quietly disappear. Fingerprinting, the 200-review ceiling, and telling a real removal from a review that just scrolled off page one. - [How to Search Printables and MakerWorld for the Same Model](https://fetchlayer.dev/blog/search-printables-makerworld-3d-models): Printables and MakerWorld each have loyal users complaining about the other's search. Here's how to query both in one script and merge results that use completely different field names for the same stats. - [Searching What TikTok Creators Say, Not What They Type](https://fetchlayer.dev/blog/tiktok-video-transcript-content-search): TikTok's Research API exists, but it's closed to almost everyone who isn't an academic. Here's what's left for reading what's actually said in a video — not the caption — at scale. - [How to Track Amazon Competitor Prices](https://fetchlayer.dev/blog/track-amazon-competitor-prices): Build a price-tracking pipeline for Amazon competitor products: batch price checks, marketplace and location pitfalls, MAP-violation alerts, and handling partial failures without breaking the run. - [How to Track Competitor Ads Across Facebook, Google, TikTok, and LinkedIn](https://fetchlayer.dev/blog/track-competitor-ads-ad-libraries): The four official ad libraries don't cover the same ground. Here's how to pull all of them with one pattern, and the coverage gaps that make relying on just one a mistake. - [How to Get Upwork Job Alerts That Actually Work](https://fetchlayer.dev/blog/upwork-job-alerts): Upwork's built-in job alerts have a reputation for arriving late or missing matches entirely. Here's how to build your own — searching by keyword or a saved search URL, deduplicated and on a schedule. - [Vetting an Influencer's Brand Deals From Their Link-in-Bio Page](https://fetchlayer.dev/blog/vet-influencer-link-in-bio-affiliate-networks): A Linktree is a list of shortened and wrapped links. Follow every one of them to its real destination and you can see the actual brands, retailers, and affiliate networks a creator is promoting — not the checklist advice everyone else gives. - [YouTube Comment Sentiment Analysis](https://fetchlayer.dev/blog/youtube-comment-sentiment-analysis): Analyze YouTube comments and replies for sentiment, recurring questions, product objections, audience pain points, and future content ideas. - [YouTube MCP Server for AI Agents](https://fetchlayer.dev/blog/youtube-mcp): Connect FetchLayer's YouTube MCP server to Claude Desktop, Cursor, or Claude Code to pull comments and transcripts from any AI agent. Setup, tools, and pricing.