# cloro

> cloro is an API for extracting structured data from AI answer engines and search results -- ChatGPT, Perplexity, Gemini, Copilot, Grok, Google AI Mode, AI Overview, and Google Search -- returned as markdown with sources and citations.

## Overview

- [cloro - the best scraper for SEO and AI SEO](https://cloro.dev/): cloro is an API for scraping SEO and AI SEO models — ChatGPT, Gemini, Perplexity, Copilot, AI Overview, and Google Search. Markdown, sources, and citations.
- [Pricing | cloro](https://cloro.dev/pricing/): cloro API pricing — a free monthly tier, paid plans from $30/mo, and per-credit rates that drop as you scale. See credit costs and estimate your spend.

## APIs

- [Google AI Mode Scraper API — Place Cards & Shopping | cloro](https://cloro.dev/ai-mode/): The Google AI Mode API for scraping the real AI Mode UI — citation pills, place cards, and shopping carousels — with city-level targeting, in one call.
- [Google AI Mode Places API — Local Results & Map Data in JSON](https://cloro.dev/ai-mode/places/): Extract Google AI Mode's local results as structured JSON: place cards with Place ID, rating, reviews, and address, plus map GPS coordinates.
- [Google AI Mode Shopping API — Product Cards & Sponsored Ads in JSON](https://cloro.dev/ai-mode/shopping/): Extract Google AI Mode's commerce surfaces as structured JSON: shopping cards, inline products, and sponsored ads — price, store, and rating.
- [Google AI Mode Citations API — Sources & Link Cards in JSON](https://cloro.dev/ai-mode/sources/): Extract Google AI Mode's citations as structured JSON: the source cards and inline citation pills behind every AI Mode answer, with city-level geo targeting.
- [Google AI Overview API — Track Citations + Sources | cloro](https://cloro.dev/ai-overview/): The Google AI Overview API for tracking citations — cited sources, inline videos, and ads — plus the organic SERP and People Also Ask, in one call.
- [ChatGPT Ads API — Competitive Intelligence + Share of Voice](https://cloro.dev/chatgpt-ads/): Detect which brands advertise on ChatGPT in your category. Track competitor ad share, creative, and per-country placements via one API.
- [ChatGPT Scraper API — Web UI Citations + Sources | cloro](https://cloro.dev/chatgpt/): Scrape ChatGPT's real web UI — citations, sources, shopping cards, brand entities, and query fan-out in markdown via one API.
- [ChatGPT Brand Mentions API — Track Named Brands & Entities in JSON](https://cloro.dev/chatgpt/entities/): Track brand mentions in ChatGPT: extract the brand and product entities named in answers as typed JSON — no NER pipeline needed.
- [ChatGPT Shopping API — Product Recommendations & Carousels in JSON](https://cloro.dev/chatgpt/shopping/): Extract ChatGPT product recommendations as structured JSON: shopping carousels and inline products with price, merchant, rating, and offers.
- [ChatGPT Sources API — Citations & Link Attribution in JSON](https://cloro.dev/chatgpt/sources/): Extract the sources ChatGPT cites as structured JSON: source list, citation pills, publication dates, and the search queries ChatGPT ran.
- [Microsoft Copilot Scraper API — Bing-Grounded Data | cloro](https://cloro.dev/copilot/): Scrape Microsoft Copilot's real UI — Bing-grounded sources, embedded shopping cards, and Bing maps panels. Markdown with structured citations via one API.
- [Copilot Shopping API — Product Cards & Map Entries in JSON](https://cloro.dev/copilot/shopping/): Extract Microsoft Copilot's commerce surfaces as structured JSON: shopping carousels with product specs and offers, plus local map entries.
- [Copilot Sources API — Microsoft Copilot Citations in JSON](https://cloro.dev/copilot/sources/): Extract Microsoft Copilot's citations as structured JSON: the Bing-grounded source list plus inline citation pills behind every Copilot answer.
- [Gemini Scraper API — Grounded Sources + Citations | cloro](https://cloro.dev/gemini/): Scrape Google Gemini's real UI — grounded source URLs, Google-search-integrated citations, and confidence-scored fields. Markdown payload via one API.
- [Gemini Sources API — Citations & Grounding Links in JSON](https://cloro.dev/gemini/sources/): Extract the sources Gemini cites as structured JSON: the source list with labels and descriptions plus inline citation pills mapped back to each claim.
- [News API for Google News: structured article data | cloro](https://cloro.dev/google-news/): A news API for Google News — extract structured articles titles, sources, dates, snippets, thumbnails via REST. Built for media monitoring at scale.
- [Grok Scraper API — Real-Time X Citations + Sources | cloro](https://cloro.dev/grok/): Scrape Grok's real responses with X-grounded source metadata, real-time post citations, and structured fields. Markdown via one API.
- [Grok Sources API — Citations & Web References in JSON](https://cloro.dev/grok/sources/): Extract the sources Grok cites as structured JSON: URLs with site name, creator, preview text, and search queries — including X/Twitter references.
- [Perplexity Scraper API — Citations + Related Q | cloro](https://cloro.dev/perplexity/): Scrape Perplexity's real UI — numbered citations, related questions, query fan-out, plus shopping cards, places, hotels, and videos via one API.
- [Perplexity Videos & Images API — Media Results in JSON](https://cloro.dev/perplexity/media/): Extract the videos and images Perplexity attaches to its answers as structured JSON: title, URL, thumbnail, source platform, and dimensions per media item.
- [Perplexity Shopping API — Product Cards, Hotels & Places in JSON](https://cloro.dev/perplexity/shopping/): Extract Perplexity's commerce surfaces as structured JSON: shopping cards with price, merchant, rating and offers, plus hotel and place listings.
- [Perplexity Citations API — Sources & Citation Pills in JSON](https://cloro.dev/perplexity/sources/): Extract Perplexity citations as structured JSON: the numbered source rail, inline citation pills, related queries, and the internal sub-queries Perplexity ran.
- [SERP API — Google Search Scraper with JSON Results 2026](https://cloro.dev/serp-api/): Pay-per-call SERP API and Google search scraper. Organic results, ads, People Also Ask, related searches, AI Overview with cited sources. City-level geo.
- [Google Ads Scraper API — Sponsored Search Results in JSON](https://cloro.dev/serp-api/ads/): Scrape Google ads and sponsored results as structured JSON: text and shopping ads with position, block position, advertiser domain, and price.
- [Google Knowledge Graph API — Scrape Knowledge Panels in JSON](https://cloro.dev/serp-api/knowledge-graph/): Scrape Google knowledge panels as structured JSON: entity title, type, KGMID, description, attributes, social profiles, and ratings.
- [Google Local Pack API — Scrape the Map 3-Pack in JSON](https://cloro.dev/serp-api/local-pack/): Scrape Google's local pack the map-backed 3-pack as structured JSON: each place with position, rating, reviews, category, address, phone, and hours.
- [Google Organic Results API — Scrape Google Search Results in JSON](https://cloro.dev/serp-api/organic-results/): Scrape Google search results as structured JSON: every organic listing with position, title, link, snippet, and sitelinks. Up to 10 pages per call.
- [People Also Ask API — Scrape Google PAA Questions in JSON](https://cloro.dev/serp-api/people-also-ask/): Scrape Google's People Also Ask box as structured JSON: questions, answer snippets, cited URLs, and per-question AI Overview content. One call.
- [Google People Are Saying API — Discussions & Forums in JSON](https://cloro.dev/serp-api/people-are-saying/): Scrape Google's discussions and forums SERP module as structured JSON: thread titles, destination URLs, and Google's freshness timestamps.
- [Google Related Searches API — SERP Query Suggestions in JSON](https://cloro.dev/serp-api/related-searches/): Scrape Google's related searches block as structured JSON. Real query reformulations for keyword expansion, clustering, and content gap analysis.
- [Google Shopping Scraper API — Scrape Shopping Results in JSON](https://cloro.dev/serp-api/shopping/): Scrape Google Shopping results from the live SERP as structured JSON: title, price, store, rating, and reviews. No Merchant Center account needed.

## Use cases

- [Use Cases: AI Visibility, Rank Tracking, Monitoring & Security](https://cloro.dev/use-cases/): What teams build on the cloro API — AI visibility tracking, rank tracking, SERP monitoring, keyword research, and brand protection.
- [Adverse Media Screening API: news, web & AI-answer risk data](https://cloro.dev/use-cases/adverse-media-screening/): AML screening API for the open-web layer: continuous adverse media monitoring across Google News, Search, and AI answers. Pay-per-call.
- [AI Visibility Tracking Tool: mention rate API | cloro](https://cloro.dev/use-cases/ai-visibility-tracking/): AI visibility tracking tool + API: compute mention rate, share of voice, and AI brand visibility across ChatGPT, Perplexity, Gemini, AI Mode + more.
- [Brand Protection API: SERP + AI-answer abuse detection](https://cloro.dev/use-cases/brand-protection/): Brand protection data via API. Detect counterfeit sellers, typosquats, ad hijacking, and brand impersonation in Google SERPs and AI answers.
- [Competitor Rank Tracking & Monitoring API SERP Data](https://cloro.dev/use-cases/competitor-analysis/): Competitor rank tracking via API — pull any rival's organic positions, ads, and AI Overview citations for any keyword set, as JSON. Pay-per-call.
- [Keyword Research API: live SERP data for keyword discovery](https://cloro.dev/use-cases/keyword-research/): The live-SERP layer of keyword research. Mine People Also Ask, expand related searches, audit SERP features per keyword. Pay-per-call API.
- [Local Rank Tracking API: city-level Google SERPs | cloro](https://cloro.dev/use-cases/local-rank-tracking/): Track Google rankings across ~100,000 locations via API. Same query, different SERP per city — local SEO and franchise rank tracking.
- [News Monitoring API: track coverage in Google News and AI answers](https://cloro.dev/use-cases/news-monitoring/): A news monitoring API for media monitors, brand alerting, and finance signals. Track Google News coverage and AI-answer presence, pay-per-call.
- [Rank Tracking API: Google Positions + SERP Monitoring JSON](https://cloro.dev/use-cases/rank-tracking/): cloro's rank tracking API returns Google SERP positions, AI Overview, and SERP-change data as JSON — one call, every feature. Rank tracker API from $30/mo.
- [Threat Intelligence API: the open-web reconnaissance layer](https://cloro.dev/use-cases/threat-intelligence/): Open-web threat intelligence via API. Automate Google dorking for exposed-asset and phishing detection across Google SERPs and AI answers.
- [Web Search API for AI apps and agents — Google results as JSON](https://cloro.dev/use-cases/web-search-api/): A web search API built on Google's index. Ground RAG pipelines, agent search tools, and LLM apps with ranked results and citations as parsed JSON. Pay-per-call.

## Comparisons

- [Compare cloro vs Scraping Platforms & SERP APIs 2026](https://cloro.dev/comparisons/): Scraping platform or SERP API? The trade-offs on parsing, AI Overview coverage and true cost per call, plus a side-by-side of cloro against each vendor.
- [Apify Alternative: 5 Scraping & SERP APIs Tested 2026](https://cloro.dev/comparisons/apify-alternatives/): We tested 5 Apify alternatives in 2026 — managed SERP APIs vs actor marketplaces, AI Overview, and real pricing. See which fits without maintaining actors.
- [Best Bright Data Alternatives: 5 SERP APIs Tested 2026](https://cloro.dev/comparisons/brightdata-alternatives/): We tested 5 Bright Data alternatives in 2026 on parsed Google SERPs, AI Overview, real per-1,000 pricing, and setup time. See which proxy or SERP API fits.
- [Best DataForSEO Alternatives: 5 SERP APIs Tested 2026](https://cloro.dev/comparisons/dataforseo-alternatives/): We tested 5 DataForSEO alternatives in 2026 on AI Overview support, real per-call pricing, and developer experience. See which SEO data API fits.
- [Oxylabs Alternatives: 5 Proxy & SERP APIs Tested 2026](https://cloro.dev/comparisons/oxylabs-alternatives/): We tested 5 Oxylabs alternatives in 2026 — proxy scale, parsed SERPs with AI Overview, real per-1,000 pricing, and setup time. See which fits your workload.
- [ScrapeDO Alternatives: 5 SERP & Scraping APIs Tested 2026](https://cloro.dev/comparisons/scrapedo-alternatives/): We tested 5 Scrape.do alternatives in 2026 — parsed SERPs with AI Overview vs cheap raw HTML, reliability, and real per-1,000 pricing. See which fits.
- [ScraperAPI Alternatives: 5 Scraping & SERP APIs Tested 2026](https://cloro.dev/comparisons/scraperapi-alternatives/): We tested 5 ScraperAPI alternatives in 2026 — parsed SERPs, AI Overview, real credit-vs-per-call pricing, and success rates. See which scraping API fits.
- [ScrapingBee Alternatives: 5 Scraping & SERP APIs Tested 2026](https://cloro.dev/comparisons/scrapingbee-alternatives/): We tested 5 ScrapingBee alternatives in 2026 — JS rendering vs parsed SERPs, AI Overview, and real credit-vs-per-call pricing. See which scraper fits.
- [SearchApi Alternatives: 5 SERP APIs Tested 2026 | cloro](https://cloro.dev/comparisons/searchapi-alternatives/): We tested 5 SearchApi alternatives in 2026 — Google feature depth, AI Overview parsing, engine breadth, and real per-call pricing. See which SERP API fits.
- [SerpApi Pricing vs 5 SerpApi Alternatives Tested 2026](https://cloro.dev/comparisons/serpapi-alternatives/): SerpApi pricing in 2026: published tiers, the real per-1,000 cost at n=10 and n=100, and 5 SerpApi alternatives tested on price and AI Overview support.
- [Serper Alternative: 5 SERP APIs Tested 2026 | cloro](https://cloro.dev/comparisons/serper-alternatives/): We tested 5 Serper alternatives in 2026 — AI Overview parsing, structured SERP depth, and real per-call pricing beyond fast-and-cheap. See which SERP API fits.

## AI Visibility Leaderboard

- [AI Visibility by Category: Which Brands AI Recommends](https://cloro.dev/ai-visibility/): AI visibility benchmarks by category: which brands ChatGPT, Perplexity, Gemini, and Google AI Mode recommend. Refreshed weekly by cloro — free to cite.
- [Which AI Visibility Platforms AI Engines Recommend | cloro](https://cloro.dev/ai-visibility/ai-visibility-platforms/): Which ai visibility platforms AI engines recommend, week of August 10, 2026. AI Visibility Score and share of voice across 5 engines — free to cite.
- [Which Backlink Analysis Tools AI Engines Recommend | cloro](https://cloro.dev/ai-visibility/backlink-analysis/): Which backlink analysis tools AI engines recommend, week of August 10, 2026. AI Visibility Score and share of voice across 5 engines — free to cite.
- [Best Brand Monitoring Tools, Ranked by AI Visibility | cloro](https://cloro.dev/ai-visibility/brand-monitoring/): Best brand monitoring tools ranked by how often ChatGPT, Perplexity, and Google AI Mode recommend them. Week of August 10, 2026 — free to cite.
- [Best Content Optimization Tools, Ranked by AI Visibility](https://cloro.dev/ai-visibility/content-optimization/): Best content optimization tools ranked by how often ChatGPT, Perplexity, and Google AI Mode recommend them. Week of August 10, 2026 — free to cite.
- [Which Keyword Research Tools AI Engines Recommend | cloro](https://cloro.dev/ai-visibility/keyword-research/): Which keyword research tools AI engines recommend, week of August 10, 2026. AI Visibility Score and share of voice across 5 engines — free to cite.
- [Leaderboard Methodology | cloro](https://cloro.dev/ai-visibility/methodology/): How the cloro AI Visibility Leaderboard is measured: prompt sets, engines, the AI Visibility Score formula, and the weekly refresh cadence.
- [Weekly Movers: AI Visibility Rank Changes | cloro](https://cloro.dev/ai-visibility/movers/): Which brands gained and lost ground in AI recommendations this week — 47 rank changes across twelve software categories, week of August 10, 2026.
- [Best Proxy Providers, Ranked by AI Visibility | cloro](https://cloro.dev/ai-visibility/proxy-providers/): Best proxy providers ranked by how often ChatGPT, Perplexity, and Google AI Mode recommend them. Week of August 10, 2026 — free to cite.
- [Which Rank Trackers AI Engines Recommend | cloro](https://cloro.dev/ai-visibility/rank-tracking/): Which rank trackers AI engines recommend, week of August 10, 2026. AI Visibility Score and share of voice across 5 engines — free to cite.
- [Best SEO Crawlers, Ranked by AI Visibility | cloro](https://cloro.dev/ai-visibility/seo-crawlers/): Best seo crawlers ranked by how often ChatGPT, Perplexity, and Google AI Mode recommend them. Week of August 10, 2026 — free to cite.
- [Which SEO Platforms AI Engines Recommend | cloro](https://cloro.dev/ai-visibility/seo-platforms/): Which seo platforms AI engines recommend, week of August 10, 2026. AI Visibility Score and share of voice across 5 engines — free to cite.
- [Which SERP APIs AI Engines Recommend | cloro](https://cloro.dev/ai-visibility/serp-apis/): Which serp apis AI engines recommend, week of August 10, 2026. AI Visibility Score and share of voice across 5 engines — free to cite.
- [What AI Cites: Most-Cited Domains | cloro](https://cloro.dev/ai-visibility/sources/): The 1182 domains AI engines cited when answering buyer questions across twelve software categories, week of August 10, 2026. Free to cite.
- [Best Web Analytics Tools, Ranked by AI Visibility | cloro](https://cloro.dev/ai-visibility/web-analytics/): Best web analytics tools ranked by how often ChatGPT, Perplexity, and Google AI Mode recommend them. Week of August 10, 2026 — free to cite.
- [Best Web Scraping APIs, Ranked by AI Visibility | cloro](https://cloro.dev/ai-visibility/web-scraping/): Best web scraping apis ranked by how often ChatGPT, Perplexity, and Google AI Mode recommend them. Week of August 10, 2026 — free to cite.

## Research

- [cloro Research: Original Data on AI Search & SERPs | cloro](https://cloro.dev/research/): Named, citable data studies from cloro's live monitoring of ChatGPT, Perplexity, Gemini, Copilot, Google AI Overview, and AI Mode — how AI search behaves.
- [Do Sites That Block GPTBot Get Cited Less by ChatGPT?](https://cloro.dev/research/ai-crawler-blocks/): robots.txt AI-crawler blocks cross-referenced against ChatGPT and Perplexity citation rates across 1,058 prominent domains, normalized for organic prominence.
- [AI Overview Trigger Index: How Query Intent Decides Whether AI Answers](https://cloro.dev/research/ai-overview-trigger-index/): AI Overview trigger rate by query intent — commercial, voice, brand, travel, and local — from cloro's themed prompt corpus.
- [AI Overviews Around the World: Trigger Rates | cloro](https://cloro.dev/research/ai-overviews-around-the-world/): How often Google renders an AI Overview — and how many sources it cites — across 15 countries and six AI engines, from cloro's live monitoring.
- [AI Search Index: How the Major AI Engines Cite | cloro](https://cloro.dev/research/ai-search-index/): cloro's recurring index of how the major AI engines cite — re-measured each cycle on a fixed 735-prompt basket spanning 8 verticals and 6 query types.
- [Machine Search Traffic: The Google Queries That Never Click](https://cloro.dev/research/machine-search-traffic/): Machine-issued queries in Google Search Console: LLM agents, AI-visibility trackers and monitoring tools, measured over six months on one B2B domain.
- [Rank Volatility: How Often the #1 Google Result Actually Changes](https://cloro.dev/research/rank-volatility/): Daily #1-position churn across 200 keywords over 30 days: the top Google result changes on 31.7% of consecutive days — more than most rank trackers assume.
- [SERP Feature Census: What Actually Shows Up on Google in 2026](https://cloro.dev/research/serp-feature-census/): Feature-presence rates across a large SERP sample — AI Overviews, People Also Ask, ads, and local packs.
- [State of AI Search: How the Major AI Engines Cite Their Sources](https://cloro.dev/research/state-of-ai-search/): How six AI answer engines cite — whether they cite at all, how many sources they use, which domains they pull from, and how concentrated those cites are.

## Blog

- [Blog | AI Monitoring Insights & Best Practices | cloro](https://cloro.dev/blog/): Learn about AI monitoring, LLM performance tracking, and industry best practices. Stay updated with the latest trends and insights.
- [Ads in ChatGPT: reverse-engineering which ones actually get shown](https://cloro.dev/blog/ads-in-chatgpt/): Ads in ChatGPT are served more often than shown. Across 3M+ responses: the render rate, re-emitted ads, and which served ad wins the slot.
- [Adverse Media Screening: What It Is, How It Works, and How to Build It](https://cloro.dev/blog/adverse-media-screening/): Adverse media screening explained: what it is, why AML/KYC regulators expect it, how the pipeline works, the top tools compared, and how to build your own.
- [The AI Brand Visibility Measurement Framework for 2026](https://cloro.dev/blog/ai-brand-visibility-measurement-framework/): The AI brand visibility measurement framework: four metrics, three engines, and one decision tree that turn AI visibility tracking into real decisions.
- [AI Crawlers Explained: GPTBot, ClaudeBot & robots.txt](https://cloro.dev/blog/ai-crawlers/): Who the major AI crawlers are, their user-agent strings, why they visit, how to detect them in your logs, and how to control them with robots.txt.
- [AI Grounding: Every AI Engine Grounds in Live Search, Except Gemini](https://cloro.dev/blog/ai-grounding-by-engine/): Most AI answers are now grounded in live web sources. We measured grounding across 6 engines: ChatGPT grounds 98% of the time, Gemini just 41%.
- [AI Overview Tracking Tools: 7 Options Compared | cloro](https://cloro.dev/blog/ai-overview-tracking-tools/): We compared 7 AI Overview tracking tools for citations, brand mentions, competitor visibility, pricing, and reporting. Compare the best options.
- [AI Rank Tracking: Build It on an API or Buy a Dashboard](https://cloro.dev/blog/ai-rank-tracking/): Ten AI rank tracking dashboards, measured against running the tracking yourself on an API: engine coverage, pricing, and which way suits your team.
- [AI Search Engines: 10 Tools Compared for 2026 | cloro](https://cloro.dev/blog/ai-search-engines/): Compare the best AI search engines for research and developers: ChatGPT, Perplexity, Gemini, Copilot, Brave, You.com, Exa, Tavily, and more.
- [How AI Answers Change by State: A Data Study | cloro](https://cloro.dev/blog/ai-search-results-by-state/): We ran 8 local-intent prompts across 6 US states on 5 AI engines. The same question returns different businesses and citations depending on where you are.
- [AI Search Tracking 2026: Monitor Every Engine | cloro](https://cloro.dev/blog/ai-search-tracking/): AI search tracking means monitoring your brand across 7+ engines, not just ChatGPT. Get the playbook: what to measure, how often, and which tools work.
- [AI Search Visibility Build vs Buy: Platform, API, and Hybrid Costs](https://cloro.dev/blog/ai-search-visibility-build-vs-buy/): Should you build or buy AI search visibility tracking? Compare platform costs, API spend, engineering hours, maintenance, and break-even points.
- [AI Share of Voice: How to Measure Brand Visibility | cloro](https://cloro.dev/blog/ai-share-of-voice/): AI share of voice measures how often your brand appears in ChatGPT, Perplexity, Gemini, and AI Overviews versus competitors. Learn the formulas.
- [AI Shopping: What ChatGPT Recommends Data Study | cloro](https://cloro.dev/blog/ai-shopping-chatgpt-recommends/): We parsed 3,300 product-intent prompts across six AI engines. ChatGPT showed a product card on 87% of them, sourced from Reddit and RTINGS, not brand sites.
- [AI Visibility Tracking Setup: 30-Minute Workflow | cloro](https://cloro.dev/blog/ai-visibility-tracking-setup/): Set up AI visibility tracking in 30 minutes: choose prompts, query four AI engines, log mention and citation rates, and build a baseline CSV.
- [AI Web Scraping: Extract Structured Data With LLMs | cloro](https://cloro.dev/blog/ai-web-scraping/): AI web scraping uses LLMs to extract structured data from messy pages. Compare selector scraping, AI parsing, costs, tools, and when to use each.
- [Amazon Scraping API: Product, Price, and Review Data | cloro](https://cloro.dev/blog/amazon-scraping-api/): Learn how Amazon scraping APIs extract products, prices, reviews, sellers, and offers as JSON while handling proxies, WAFs, and marketplace routing.
- [Attack Surface Management: The Search-Indexed Layer | cloro](https://cloro.dev/blog/attack-surface-management/): Most attack surface management leans on DNS, certificate, and port scanning. The search-indexed layer what a crawler indexed of your assets is underused.
- [Authors | cloro](https://cloro.dev/blog/author/): The people behind the cloro blog — search, web scraping, and AI-search practitioners covering SERP APIs, rank tracking, and AI visibility.
- [Nadia Mohamed | cloro](https://cloro.dev/blog/author/nadia/): Nadia Mohamed, SEO Engineer, cloro — articles on search scraping, SERP data, and AI-search optimization.
- [Ricardo Batista | cloro](https://cloro.dev/blog/author/ricardo/): Ricardo Batista, Founder, cloro — articles on search scraping, SERP data, and AI-search optimization.
- [B2B Keyword Research: What the SERPs Actually Show | cloro](https://cloro.dev/blog/b2b-saas-keyword-research/): cloro read 60 live SERPs: AI Overviews hit 100% of B2B/SaaS queries vs 10% of B2C. How to do B2B keyword research with SERP signals, not unreliable volume.
- [A Practical Guide to BeautifulSoup Web Scraping in 2026](https://cloro.dev/blog/beautifulsoup-web-scraping/): Master BeautifulSoup web scraping with this practical guide. Learn to install, parse HTML, handle dynamic pages, and scale your data extraction projects.
- [Best ChatGPT Scraper 2026: 8 Tools Tested Web UI | cloro](https://cloro.dev/blog/best_chatgpt_scraper/): We tested 8 ChatGPT scrapers against Cloudflare TLS fingerprinting, SSE streaming, and weekly-changing class names to find the best ChatGPT scraper for 2026.
- [Best Google Scraper 2026: 10 Tested Across 5 Verticals](https://cloro.dev/blog/best_google_scraper/): Benchmark of 10 Google scrapers across SERP, Maps, Jobs, Images, Business Profile. Real cost per call, AI Overview depth, vs SerpApi + Bright Data.
- [Best SERP APIs 2026: 12 Tested on Cost, AI and Tracking](https://cloro.dev/blog/best_serp_apis/): 12 SERP APIs tested head to head on AI Overview parsing, engine breadth, rank-tracking depth, and true cost per 1,000 calls. Full benchmark table inside.
- [Best AEO Tools 2026: 12 Answer Engine Optimization Platforms Compared](https://cloro.dev/blog/best-aeo-tools/): We compared 11 AEO tools on engine coverage, citation intelligence, API access, and price. See which answer engine optimization tool fits your team.
- [Best AI SEO Tools 2026: 11 Dashboards Compared | cloro](https://cloro.dev/blog/best-ai-seo-tools/): We tested 11 AI SEO tools across citation tracking, content optimization, and full suites. Compare pricing, engine coverage, and the real trade-offs.
- [12 Best Competitive Intelligence Tools 2026 Review | cloro](https://cloro.dev/blog/best-competitive-intelligence-tools/): We tested 12 competitive intelligence tools across SEO, social, sales enablement, and AI search. See pricing, who each is for, and the honest weak spots.
- [Best Gemini Scraper 2026: 7 Tools Tested Grounded Sources](https://cloro.dev/blog/best-gemini-scrapers/): We tested 7 Gemini scrapers against Google's anti-bot layer, grounded-sources parsing, and citation extraction to find the best Gemini scraper for 2026.
- [Best GEO Agencies in 2026: 8 AI Search Firms Compared](https://cloro.dev/blog/best-geo-agencies/): The best GEO agencies for AI search visibility in 2026, compared. What each generative engine optimization agency does, who it fits, and how to choose one.
- [Best Search API for AI Apps: 4 Web Search APIs vs Google](https://cloro.dev/blog/best-search-api/): The best search API for AI apps isn't Google. We ran 500 queries through Brave, Tavily, Exa and Perplexity against Google's live SERP. Here is the spectrum.
- [Best SEO Competitor Analysis Tools, Tested Against Live SERPs 2026](https://cloro.dev/blog/best-seo-competitor-analysis-tools/): We tested the top SEO competitor analysis tools against live SERPs — comparing ranking freshness, keyword coverage, and price per insight. Here's what to buy.
- [Best Web Scraping Tools 2026: 10 Tested Options | cloro](https://cloro.dev/blog/best-web-scraping-tools/): Compare the best web scraping tools for 2026: Scrapy, Playwright, Firecrawl, Crawl4AI, no-code tools, managed APIs, and AI scrapers for teams.
- [Bing Rank Tracking in 2026: Ranking Beyond Google Bing, YouTube, AI](https://cloro.dev/blog/bing-rank-tracking/): Google and Bing page-one share only ~40% of domains in our pilot data. How to track Bing rankings, YouTube video positions, and the AI surfaces Bing powers.
- [Bing Search API Key in 2026: It's Retired. Use These Instead](https://cloro.dev/blog/bing-search-api-key/): 5 ranked drop-in replacements for the retired Bing Search API v7, with API-key setup, cost comparison, and migration steps for your legacy code.
- [Brand Monitoring in 2026: News, Search, Social, and AI Answers](https://cloro.dev/blog/brand-monitoring/): Brand monitoring in 2026 spans news, search, social, and reviews, plus AI answers no legacy tool tracks. The full surface map, the tools, and a DIY setup.
- [Brand Protection in 2026: Search and the AI Layer | cloro](https://cloro.dev/blog/brand-protection/): Brand protection now spans a new surface: AI answers. In cloro's 40-brand audit, roughly half of AI responses about a brand cite no official source at all.
- [Brave Search API vs SERP API: The Engine Behind Claude's Search](https://cloro.dev/blog/brave-search-api-vs-serp-api/): Brave Search API vs SERP API: Claude's web search runs on Brave, not Google. We ran 500 queries through both to find how close they are and where the gap is.
- [ChatGPT Grounding Frequency Study: Web Search Runs in 80%+ of Prompts](https://cloro.dev/blog/chatgpt_grounding_frequency_study/): Our ChatGPT grounding frequency study of 5,200 queries in 52 countries found ChatGPT uses web search in 80.5% of responses—far above the assumed 20-40%.
- [ChatGPT Ads Penetration Study: 51% in the US | cloro](https://cloro.dev/blog/chatgpt-ads-penetration-study/): ChatGPT ad penetration holds at 51% of US responses, with Canada at 54% and Australia at 50%. Japan just lit up at 19%. Full breakdown and advertiser mix.
- [Does ChatGPT Have Ads? ChatGPT Ads Rollout Status in 2026](https://cloro.dev/blog/chatgpt-ads-rollout/): Yes, ChatGPT has ads: paid placements launched in February 2026 at $60 CPM, spiked, throttled, then re-plateaued at 51% of US responses by July.
- [How to Make ChatGPT Recommend Website Pages Like Yours](https://cloro.dev/blog/chatgpt-recommend-website/): Learn how to get ChatGPT to recommend your website: content structure, authority signals, and technical fixes that lift your link inclusion rate.
- [ChatGPT Shopping: How Product Discovery Works | cloro](https://cloro.dev/blog/chatgpt-shopping/): ChatGPT Shopping turns product research into a conversation. See how product cards, reviews, schema, and feeds affect AI product discovery in 2026.
- [ChatGPT Visibility Tracker: Track Your Brand Mentions](https://cloro.dev/blog/chatgpt-visibility-tracker/): Learn how a ChatGPT visibility tracker works, run a free manual baseline, and compare the best tools to monitor your brand mentions in AI search.
- [Cheapest SERP API 2026: True Cost-per-Call Compared | cloro](https://cloro.dev/blog/cheapest-serp-api/): The cheapest SERP API in 2026, ranked by true cost-per-call. Compare cloro, DataForSEO, Serper, and SerpApi, plus the hidden fees that flip rankings.
- [Your AI SEO Competitive Analysis Template for 2026 | cloro](https://cloro.dev/blog/competitive-analysis-template/): Build a modern competitive analysis template that tracks SEO, AI Overviews, and brand signals to outperform your competition in 2026.
- [Competitive Intelligence Examples: 10 Workflows to Copy](https://cloro.dev/blog/competitive-intelligence-examples/): Explore 10 competitive intelligence examples: pricing, hiring, reviews, SERP features, AI visibility, content gaps, and market expansion signals.
- [Competitor SEO Tracking: Monitor Rivals in Real Time | cloro](https://cloro.dev/blog/competitor-seo-tracking/): Build a SERP share-of-voice monitor that tracks which domains own the top 10 for your keyword set. Code, a 30-day data study, and entry/exit alerting.
- [Content Theft: How to Find Who's Copying Your Work | cloro](https://cloro.dev/blog/content-theft/): Content theft starts with detection: turn distinctive sentences into exact-match Google searches to find who's republishing your work — then file a DMCA.
- [Enhanced Due Diligence & Perpetual KYC Explained | cloro](https://cloro.dev/blog/enhanced-due-diligence-perpetual-kyc/): Enhanced due diligence and perpetual KYC explained: what triggers EDD, what an EDD file contains, and where continuous monitoring's open-web triggers come from.
- [Enterprise Rank Tracking: Build-vs-Buy Economics | cloro](https://cloro.dev/blog/enterprise-rank-tracking/): Enterprise rank tracking, costed honestly: real per-SERP-call math at 10K, 100K and 1M keywords a day, white-label margins, and the architecture to run it.
- [Exa Search vs Google: Neural Search vs the Real SERP | cloro](https://cloro.dev/blog/exa-vs-google-search/): Exa search is neural: it retrieves by meaning, not keywords. We ran 500 queries through Exa and Google's live SERP: only 32% of results overlap. Here's why.
- [Featured Snippet Optimization: How to Win Position Zero](https://cloro.dev/blog/featured_snippet_optimization/): Learn featured snippet optimization: match query format, write 40-60 word answers, use lists and tables, and win position zero in Google search.
- [Find All URLs on a Domain: 5 Methods to Map Every Page](https://cloro.dev/blog/find-all-urls-on-domain/): From sitemaps to Python crawlers. Learn every method to discover every single page on a website, including hidden endpoints and orphan pages.
- [What Is Generative Engine Optimization GEO? | cloro](https://cloro.dev/blog/generative-engine-optimization/): Generative engine optimization helps AI engines cite your brand. Learn GEO ranking factors, content structure, schema, measurement, and tools.
- [GEO Checklist: 12 On-Page Changes for AI Citations | cloro](https://cloro.dev/blog/geo-checklist/): Use this GEO checklist to improve AI citations: crawler access, schema, answer-first content, internal links, authority signals, and tracking.
- [GEO Services in 2026: 7 Platforms and Agencies Compared](https://cloro.dev/blog/geo-services/): We tested 7 GEO services on real generative engine optimization workflows. Compare measurement platforms, specialist tools, and agency engagements.
- [Google Ads Transparency vs SERP Ads: Which to Use When](https://cloro.dev/blog/google-ads-transparency-vs-serp-ads/): The Google Ads Transparency Center archives past ads; live SERP ads are real-time sponsored results. Two different products, and when to use each.
- [Google Alerts API: It Doesn't Exist, So Build This Instead](https://cloro.dev/blog/google-alerts-api/): There is no Google Alerts API and never has been. Here's why free alerting lags breaking news, plus a full build-your-own alerts pipeline in Python.
- [Google Dorking for Defenders: Find Your Exposures | cloro](https://cloro.dev/blog/google-dorking-for-defenders/): Google dorking, explained for defenders: use search operators to find your own exposed files, panels, and secrets before attackers do — automated and own-scope.
- [Google News API: What Exists in 2026 and What to Use Instead](https://cloro.dev/blog/google-news-api/): There's no official Google News API — Google retired it in 2011. Here's what you can pull in 2026: RSS, unofficial libraries, Custom Search, and a scraping API.
- [Google News RSS Feed: How It Works and Its Limits | cloro](https://cloro.dev/blog/google-news-rss/): The definitive reference for Google News RSS feeds: search and topic URL anatomy, geo/language params, the documented limits, and measured reliability data.
- [Google Rank Tracking API: Python + Node Walkthrough | cloro](https://cloro.dev/blog/google-rank-tracking-api/): Build a rank-tracking API with Python and Node code, a storage schema, rate-limit patterns, and a GitHub Actions cron. Complete technical walkthrough.
- [Google Search API: Official vs SERP API | cloro](https://cloro.dev/blog/google-search-api/): Google Search API options explained: Custom Search JSON API, DIY scraping, and modern SERP APIs. Compare limits, pricing, and real SERP coverage.
- [Google Search MCP: Give Your AI Agent Live SERP Data | cloro](https://cloro.dev/blog/google-search-mcp/): Connect a Google Search MCP server to Claude, Claude Code, or Cursor and give your AI agent live SERP data: organic results, AI Overviews, and PAA as JSON.
- [Google Search Operators: Complete List and Examples | cloro](https://cloro.dev/blog/google-search-operators/): Use Google search operators to find exact phrases, PDFs, indexed pages, mentions, and competitor content. Includes examples and power-search workflows.
- [Google Search Parameters: 2026 URL Guide for Scrapers](https://cloro.dev/blog/google-search-parameters/): The complete guide to Google search parameters — gl, hl, uule, udm, tbs — to control location, language, time filters, and AI Overviews when you scrape.
- [Google "Verifying Your Request": What It Means and How to Fix It](https://cloro.dev/blog/google-verifying-your-request/): Google's 'Verifying your request' page returns HTTP 200 with no search results, so scrapers log it as a success. What sets it off and how to get through it.
- [GPT 5 API Cost Analysis: What 10,000 Queries Really Cost](https://cloro.dev/blog/gpt-5-api-cost-analysis/): GPT-5 API pricing benchmarked on 10,000 structured queries. See real token counts, true per-thousand costs, and the system-prompt tax most teams miss.
- [Hotel Travel SEO in the AI Era: Which Hotels ChatGPT Recommends](https://cloro.dev/blog/hotel-travel-seo/): When AI recommends a hotel, whose page does it cite? We parsed 1,548 travel prompts — OTAs and editorial dominate, a hotel's own site just ~6% of the time.
- [How to scrape Google AI Mode: citation pills + place cards](https://cloro.dev/blog/how_to_scrape_google_ai_mode/): Scrape Google AI Mode in 2026: extract citation pills, parse place cards and shopping carousels, and intercept the conversational SERP network calls.
- [How to Scrape Google AI Overview 2026 Guide | cloro](https://cloro.dev/blog/how_to_scrape_google_ai_overview/): Scrape the Google AI Overview block in 2026: parse dynamic source citations, handle desktop/mobile layout shifts, and extract embedded sponsored ads.
- [How to Advertise on ChatGPT in 2026: The Honest Guide](https://cloro.dev/blog/how-to-advertise-on-chatgpt/): No self-serve ChatGPT Ads Manager yet. How to buy placements today: the $200K minimum, $3-18 CPC ranges, who qualifies, and what to prepare.
- [International Keyword Research: One Seed, 10 SERPs | cloro](https://cloro.dev/blog/international-keyword-research/): International keyword research, tested: we scraped one seed across 10 country SERPs and found ~17% overlap. Why translation fails and how to localize instead.
- [Keyword Research API: Automate Keyword Discovery with Query Fan-Out](https://cloro.dev/blog/keyword-research-api/): Turn one seed into thousands of keywords with a keyword research API: autocomplete, PAA and related-search fan-out, plus an AI clustering pipeline.
- [Large Scale Web Scraping for AI and SEO | cloro](https://cloro.dev/blog/large-scale-web-scraping/): Master large scale web scraping with this guide. Learn to build resilient architecture, structure data for AI, and optimize costs for enterprise-level SEO.
- [LinkedIn Articles vs Posts: AI Citations Fell 65% in Six Months](https://cloro.dev/blog/linkedin-articles-vs-posts/): LinkedIn articles vs posts, measured across 1.5M AI answers: articles take 59% of LinkedIn's citations, posts 33%, and the total fell 65% in six months.
- [Best LLM Visibility Tools 2026: 15 AI Visibility Trackers Tested](https://cloro.dev/blog/llm_visibility_tracking_tools/): We tested 15 LLM visibility tools trackers, checkers, and analysis software on real brand monitoring across ChatGPT, Perplexity, Gemini, and AI Overviews.
- [LLM Citations: How Each AI Engine Actually Cites Sources Data Study](https://cloro.dev/blog/llm-citations/): We parsed ~13,000 AI answers across six engines: AI Mode cites ~20 sources per answer, Perplexity often zero. The full anatomy of how LLMs cite sources.
- [llms.txt Explained: What the llms txt File Does and How to Create One](https://cloro.dev/blog/llms-txt/): llms.txt is a Markdown file that gives AI agents a clean map of your site. Learn how the format works and how to create one in under an hour.
- [Local Rank Tracking: How Rankings Change by City | cloro](https://cloro.dev/blog/local-rank-tracking-by-city/): Google rankings are not one number. See how the same keyword ranks by city and ZIP, why the local map pack churns, and how to build a Maps rank checker.
- [Best Local SEO Tools 2026: Tested Against Live Geo-SERPs](https://cloro.dev/blog/local-seo-tools/): Compare the 10 best local SEO tools for 2026: geo-grid trackers, GBP and citation suites, and agency software, scored on the geo-precision that wins local.
- [Best Media Monitoring Tools 2026 | cloro](https://cloro.dev/blog/media-monitoring-tools/): We compared the best media monitoring tools for 2026 — Meltwater, Cision, Brandwatch, Brand24 and more — on pricing, fit, and the AI blind spot they share.
- [Microsoft Copilot API: What the Official APIs Return vs Scraping](https://cloro.dev/blog/microsoft-copilot-api/): There's no single 'ask Copilot' API. Here's what the official Microsoft 365 Copilot APIs actually return, who can use them, and when you have to scrape instead.
- [How to Monitor ChatGPT Ads Technical Guide, 2026 | cloro](https://cloro.dev/blog/monitor-chatgpt-ads/): Detect ChatGPT sponsored placements programmatically — the ads array, brand and cards subfields, and a Python script that flags ad-bearing responses.
- [The n100 Google update: why rank tracking just got expensive](https://cloro.dev/blog/n100_google_update/): The n100 Google update killed the &num=100 parameter in September 2025. Why your rank tracker broke, why SERP data costs 10x more, and how to adapt.
- [The Top 13 News API Free Options for Developers in 2026](https://cloro.dev/blog/news-api-free/): 13 news APIs with free tiers compared: request limits, keyword filters, source coverage, and paid-tier prices when you outgrow free.
- [Online Reputation Monitoring in 2026: Search & AI | cloro](https://cloro.dev/blog/online-reputation-monitoring/): Online reputation monitoring in 2026 spans reviews, search, social, and AI answers: where brand perception forms, the tools that track it, and the gap.
- [cloro OpenClaw Integration: Monitor AI Search from Your Agent](https://cloro.dev/blog/openclaw-integration/): The cloro OpenClaw plugin adds seven AI search monitoring tools to your agent — check how ChatGPT, Perplexity, and Gemini answer any prompt. Also on MCP.
- [OSINT Tools in 2026: The Reconnaissance Layer | cloro](https://cloro.dev/blog/osint-tools/): A defensive map of the OSINT tools that matter in 2026 — Maltego, SpiderFoot, Shodan, theHarvester — plus the search-engine and AI-answer recon layer.
- [Parasite SEO: What It Is and How It Works in 2026 | cloro](https://cloro.dev/blog/parasite-seo/): Learn how parasite SEO on Claude, Facebook, Instagram, and Perplexity helps websites rank on Google in hours, plus the risks and ethical considerations.
- [People Also Ask SEO: How to Optimize for PAA Boxes | cloro](https://cloro.dev/blog/people_also_ask_seo/): Learn People Also Ask SEO: find PAA questions, use exact H2s, write 40-60 word answers, add FAQ schema, and track PAA citation changes over time.
- [People Also Search For: How to Mine PASF for SEO in 2026](https://cloro.dev/blog/people_also_search_for/): What People Also Search For really is, why it's not PAA, and how to extract real intent signals from PASF for keyword research and competitor mapping.
- [Perplexity Search API vs Google: A Three-Way Study | cloro](https://cloro.dev/blog/perplexity-search-api-vs-google/): The Perplexity Search API isn't the Perplexity you know, and it isn't Google. We ran 500 queries through it and Google's live SERP to measure the gap.
- [Profound Alternatives: 6 AI Brand Monitors Compared 2026](https://cloro.dev/blog/profound-alternatives-ai-brand-monitoring/): Profound alternatives compared — Peec AI, AthenaHQ, Scrunch AI, OtterlyAI, Brandlight and FirstAnswer.ai. Pricing, engine coverage, and when each fits.
- [How to Track AI Search Visibility Programmatically | cloro](https://cloro.dev/blog/programmatic-ai-visibility-tracking/): AI engines ship no dashboards, so you query them yourself. A developer's guide to tracking AI search visibility: brand mentions, citations, and share of voice.
- [Proxies for SERP Scraping in 2026: Don't DIY | cloro](https://cloro.dev/blog/proxies-for-serp-scraping/): Managing proxies for SERP scraping in 2026 is a full-time job. Here's why a SERP API beats DIY for almost everyone — and the few cases where it doesn't.
- [Best Python Scraping Libraries in 2026: 6 Compared | cloro](https://cloro.dev/blog/python-scraping-libraries/): Compare the 6 best Python scraping libraries for 2026: requests with BS4, Scrapy, Playwright, httpx, and Selenium, plus when to skip them entirely.
- [Query Fan Out: How AI Search Expands One Prompt Into Many](https://cloro.dev/blog/query-fan-out/): Query fan-out turns one AI search prompt into many sub-queries. Learn how ChatGPT and AI Mode retrieve sources and how to optimize for it in 2026.
- [Best Rank Tracking Software 2026: 12 Tools Tested on Live SERPs](https://cloro.dev/blog/rank-tracking-software/): Compare the 12 best rank tracking software tools for 2026 by daily cadence, accuracy, and enterprise scale, scored against live SERP data.
- [Reddit AI Citations Are Declining: What Brands Should Do](https://cloro.dev/blog/reddit-ai-citations/): Reddit AI citations dropped sharply and the stock followed. See what changed, why LLMs cite Reddit less, and where to rebuild AI visibility.
- [Restaurant SEO in the AI Era: Where AI Gets Its Picks](https://cloro.dev/blog/restaurant-seo/): Restaurant SEO in the AI era: across 200 dining prompts on six AI engines, the picks come from Reddit and local best-of lists, almost never restaurants.
- [Schema Markup AI: Structured Data That Gets Cited | cloro](https://cloro.dev/blog/schema-markup-ai/): Learn how schema markup for AI works: JSON-LD, entity links, Article, FAQ, Product, and Organization schema that help AI cite your pages clearly.
- [How to Scrape ChatGPT: SSE Streams and Citations | cloro](https://cloro.dev/blog/scrape-chatgpt/): Learn how to scrape ChatGPT: capture SSE streams, expand citations, handle Cloudflare, and decide when a managed API is safer than DIY scraping.
- [How to Scrape Copilot: WebSocket Events and Citations](https://cloro.dev/blog/scrape-copilot/): Learn how to scrape Microsoft Copilot: capture WebSocket events, parse Bing-grounded citations, and compare DIY automation with managed APIs.
- [How to Scrape Gemini: API, URL Context, and Web UI | cloro](https://cloro.dev/blog/scrape-gemini/): Learn how to scrape Gemini with the API, URL context, or web UI automation. Compare structured outputs, citations, and anti-bot trade-offs clearly.
- [How to Scrape Google Search Results With Python 2026](https://cloro.dev/blog/scrape-google-search/): Learn how to scrape Google search results with Python, Playwright, or a SERP API. Compare HTML parsing, browser automation, and anti-bot risk.
- [How to Scrape Grok: API, Web UI, and What Each Returns](https://cloro.dev/blog/scrape-grok/): Scrape Grok three ways: xAI's official API, DIY web-UI automation, or a managed endpoint. Compare X-grounded sources, anti-bot risk, and cost clearly.
- [How to Scrape Perplexity: API vs Web Interface | cloro](https://cloro.dev/blog/scrape-perplexity/): Learn how to scrape Perplexity with the official API, structured outputs, or web UI automation. Compare sources, citations, and trade-offs clearly.
- [Scraping Google Trends | cloro](https://cloro.dev/blog/scraping-google-trends/): How to scrape Google Trends at scale: four extraction methods in Python, the blocking patterns you will hit, and how to normalize the data afterwards.
- [SEO Competitor Keywords: Reverse-Engineer Any Rival | cloro](https://cloro.dev/blog/seo-competitor-keywords/): Find your SEO competitor keywords without a paid tool. A repeatable SERP-scraping method — query fan-out, PAA mining, autocomplete — with a real worked example.
- [How to Track SERP Features in 2026 Free + API Methods](https://cloro.dev/blog/serp_features_tracking/): How to track SERP features in 2026 — AI Overviews, featured snippets, People Also Ask, PASF, and knowledge panels. Free methods, plus the API way at scale.
- [SERP API Reliability at Scale: Uptime, Latency, Concurrency](https://cloro.dev/blog/serp-api-reliability-at-scale/): SERP API reliability at 10k+ daily requests — uptime SLAs, latency under load, and concurrency across cloro, SerpAPI, DataForSEO, and Bright Data.
- [How to Solve CAPTCHAs for Web Scraping | cloro](https://cloro.dev/blog/solve-captchas/): Learn how to solve CAPTCHAs for scraping: prevent challenges with fingerprints and proxies, use solver APIs, and handle reCAPTCHA or Turnstile.
- [Tavily vs Google Search: How Much SERP Do You See? | cloro](https://cloro.dev/blog/tavily-vs-google-search/): Tavily is the default search tool in LangChain and LangGraph agents, not Google. We ran 500 queries through both: it's the most Google-like API we tested.
- [Third Party Risk Monitoring: The News Layer Your TPRM Stack Is Missing](https://cloro.dev/blog/third-party-risk-monitoring/): Your TPRM stack reviews vendors once a year, but vendor risk moves daily. Here is how to build third party risk monitoring from live news and search signals.
- [Open-Web Threat Hunting: Hunting Beyond Your Logs | cloro](https://cloro.dev/blog/threat-hunting/): Threat hunting is the proactive, hypothesis-driven search for threats that evaded detection. This guide covers the discipline and the open-web layer.
- [How to Track SERP Rankings Beyond Blue Links | cloro](https://cloro.dev/blog/track-serp-rankings/): Learn how to track SERP rankings across organic results, maps, AI Overviews, PAA, snippets, ads, and zero-click features without false confidence.
- [Typosquatting: How to Detect Lookalike Domains | cloro](https://cloro.dev/blog/typosquatting/): Typosquatting is usually counted at registration. cloro's study of 400 lookalike-domain permutations measures reach: 66% resolve, 53% are indexed.
- [Voice Search SEO in 2026: Voice Answers Are Now AI Answers](https://cloro.dev/blog/voice-search-seo/): Voice search SEO in 2026 is AI-answer optimization: every assistant runs on an LLM. We tested six AI engines on ~1,900 spoken questions. Here's the playbook.
- [Web Scraping with Python: The Complete 2026 Guide | cloro](https://cloro.dev/blog/web_scraping_with_python/): Web scraping with Python in 2026: pick the right tool requests, BeautifulSoup, Scrapy, Playwright with working code examples and a decision framework.
- [Web Scraping eBay for SEO | cloro](https://cloro.dev/blog/web-scraping-ebay/): Learn how to master web scraping eBay with this guide. Get actionable strategies for bypassing bot detection, parsing data, and scaling your operations.
- [Web Scraping vs API: Which Should You Use? | cloro](https://cloro.dev/blog/web-scraping-vs-api/): Web scraping extracts public page data; APIs return structured official data. Compare reliability, cost, legal risk, and when each approach wins.
- [Is Web Scraping Legal? 7-Country 2026 Compliance Guide](https://cloro.dev/blog/website-scraping-legal/): 2026 compliance guide with 7-country jurisdictional matrix, four landmark cases hiQ, Meta, Clearview, Van Buren, plus GDPR and CFAA edge cases.
- [What is AEO? Answer Engine Optimization Explained 2026](https://cloro.dev/blog/what_is_aeo/): Discover what AEO is and how Answer Engine Optimization helps AI-powered answers. Learn how AEO differs from SEO, key tactics, and measurement for marketers.
- [What is AI SEO? 2026 Definition + Platforms | cloro](https://cloro.dev/blog/what_is_ai_seo/): AI SEO is how you get your content cited inside ChatGPT, AI Overviews, and Perplexity. Learn the 8 retrieval factors and the 8-step implementation playbook.
- [What Gets Cited in AI Answers? Query Type Beats Topic](https://cloro.dev/blog/what-gets-cited-in-ai-answers/): New cloro data: 'best X' queries get an AI citation 91% of the time, definitions just 81%. The GEO playbook for earning citations by query intent.
- [What Is a HTTP Proxy? A 2026 Developer Guide | cloro](https://cloro.dev/blog/what-is-a-http-proxy/): Learn what an HTTP proxy is, how it routes web traffic, and how SEO and scraping teams use it for IP rotation, geo-targeting, and large-scale data workflows.
- [What Is a SERP? Search Engine Results Pages in 2026 | cloro](https://cloro.dev/blog/what-is-a-serp/): Beyond the '10 blue links.' Learn the anatomy of a Search Engine Results Page, from organic rankings to AI Overviews, and how to dominate it.

## Integrations

- [Integrations: n8n, Zapier, LangChain & MCP | cloro](https://cloro.dev/integrations/): How to plug cloro into your stack — n8n and Zapier automations, LangChain tools for your agents, and the MCP server for Claude, Cursor, and any MCP client.
- [SERP & AI API for JavaScript & Node | cloro](https://cloro.dev/integrations/javascript/): Call the Google Search API — plus ChatGPT, Perplexity, Gemini, Grok, and Copilot — from Node.js and TypeScript with the cloro SDK. Structured, fully typed JSON.
- [SERP & AI API for Python | cloro](https://cloro.dev/integrations/python/): Call the Google Search API — plus ChatGPT, Perplexity, Gemini, Grok, and Copilot — from Python with the cloro SDK. Structured JSON, no proxies or selectors.

## Careers

- [Careers at cloro | cloro](https://cloro.dev/careers/): Join the cloro team and help build the future of AI monitoring. View our open positions and apply today.
- [Founder's Associate | cloro](https://cloro.dev/careers/founder-associate/): Founder's Associate at cloro: fully remote, $50k-80k base plus bonus. An all-rounder role building marketing, finance, operations, and product with AI.
- [Founding Engineer | cloro](https://cloro.dev/careers/founding-engineer/): Join cloro as the founding engineer. Fully remote, competitive salary, bonus. Build AI monitoring tools with backend development and web scraping.
- [Founding Marketer | cloro](https://cloro.dev/careers/founding-marketer/): Join cloro as a Founding Marketer. Fully remote, competitive salary. Drive SEO, content, and AI search visibility for a fast-growing platform.
- [Founding Sales | cloro](https://cloro.dev/careers/founding-sales/): Join cloro as a Business Development Representative. Fully remote, competitive salary, uncapped commission. Drive pipeline growth for AI monitoring tools.

## Legal

- [Privacy Policy: how we protect & handle your data | cloro](https://cloro.dev/privacy/): Learn how cloro protects your data, ensures compliance, and maintains your privacy. Detailed information about our data collection and usage policies.
- [Terms of Service: legal agreement for using cloro's platform](https://cloro.dev/terms/): Read cloro's terms of service covering customer obligations, service provisions, intellectual property, payment terms, and dispute resolution.