
Keyword Research API: Automate Discovery with Query Fan-Out
Turn one seed into thousands of keywords with a keyword research API: autocomplete, PAA and related-search fan-out, plus an AI clustering pipeline.
Notes on SEO monitoring, AI SEO performance, and how to keep tabs on your brand.

Turn one seed into thousands of keywords with a keyword research API: autocomplete, PAA and related-search fan-out, plus an AI clustering pipeline.

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.
Ten AI rank tracking dashboards, measured against running the tracking yourself on an API: engine coverage, pricing, and which way suits your team.

Travelers now plan trips inside ChatGPT, and when an AI answer recommends a hotel it cites Tripadvisor, Expedia, and Condé Nast Traveler far more than the property's own website. Direct hotel sites appear in about 6% of citations, and only for the largest chains. Hotel and travel SEO in 2026 is about being present in the sources AI reads.

The 2018 voice-SEO playbook optimized for a pipeline that no longer exists. In 2026 the assistants people talk to are large language models, and we tested it: six AI engines answered 100% of ~1,900 spoken-style questions. Optimizing for voice search is now the same work as optimizing for AI answers.

ChatGPT returned a product card on 87% of shopping-intent prompts and Google AI Mode on 91%, while Perplexity and Gemini showed almost none. The retailers named are dominated by Best Buy and Walmart, and the picks are sourced overwhelmingly from YouTube, Reddit, and RTINGS, not from brand sites.

ChatGPT ads render as a `response.result.ads[]` array on the response, served from `bzrcdn.openai.com` and tagged `utm_source=chatgpt.com&utm_medium=src`. Here's how to detect them with cloro's API and build a real monitoring pipeline.

OpenAI's self-serve Ads Manager opened ChatGPT ads to any eligible business from a $25 daily budget, after a direct-sales pilot with a $200K minimum. Here's how to set up a campaign, what CPCs run, and what the pilot taught advertisers.

Learn featured snippet optimization: match query format, write 40-60 word answers, use lists and tables, and win position zero in Google search.