Author
Ricardo is one of the founders and engineers behind its SERP and AI-search scraping infrastructure. Before cloro he scaled a financial comparison site to $7M ARR and ran the full-country operations of a unicorn to $65M ARR, then went back to building. He writes about search engine scraping, generative-engine optimization, and turning live search and AI-answer data into something teams can act on.
LinkedIn is widely described as the second most cited domain in AI search. On a fixed set of 116 prompts run monthly across four AI engines, its share of answers fell from 13.8% in February 2026 to 4.8% in July. Articles carry almost all of what remains, and company pages almost none of it.
Wire a Google Search MCP server into Claude or Cursor and your agent can pull live, structured SERP data (organic results, AI Overviews, and People Also Ask) in one tool call.
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.
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.
Ask an AI assistant the same local question from California and from New York and you can get two completely different sets of recommended businesses. We measured how much AI answers change by US state across ChatGPT, Copilot, Gemini, Perplexity, and Google AI Mode.
Ads in ChatGPT are served in `result.ads[]`, but the interface shows at most one. We worked out which served ad renders across 3M+ responses: the exposure rate, re-emitted ads, and the later-slot selection rule.
Enhanced due diligence is the deeper file you build on higher-risk customers, and perpetual KYC is the promise to keep that file current. But continuous monitoring only works if something trips the trigger. Much of that signal lives on the open web, not in a registry feed. This guide maps the components and shows where cloro fits.
Attackers use Google dorking to find your exposed config files, forgotten subdomains, and indexed admin panels. This guide flips it: run the same operators against your own domains, automate the sweep with an API, and alert the day a new exposure gets indexed — all own-scope, all defensive.
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.
