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Practical thinking on AI visibility, brand monitoring, and how people discover companies through answer engines.

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8 June 2026AEO / GEOBy Anton Pletnov

How to accurately measure your brand's share of voice in AI search

You measure share of voice in AI answers accurately by asking the real AI engines the questions your buyers ask, many times over, keeping the evidence behind every result, and then checking it against what AI is actually doing on your own website. A single screenshot of ChatGPT naming your brand is not a measurement. It's a coincidence. Ask the same question an hour later, on a different engine, for a different person, and the answer moves.

5 June 2026AEO / GEOBy Anton Pletnov

Is LLM optimisation actually working? Here's what the data says

Spoiler allert: The fix is not to stare harder at your existing dashboards. It's to add a layer that watches the AI answers themselves, the same way you once watched search rankings.

5 June 2026ChangelogBy Andy Bright

Changelog #0003

Content Studio tools now available via the Cleotic MCP server, increased UI consistency across modules, and new visualisations for AI Citations and AI Traffic.

29 May 2026ChangelogBy Andy Bright

Changelog #0002

Starter tier for single-brand business, the Cleotic AI Traffic plugin for WordPress, and improvements to the citation gathering backend.

27 May 2026Answer-engine optimisation (AEO)By Anton Pletnov

A mention doesn't tell you if you're winning AI search. Share of voice does.

Most generative engine optimisation (GEO) tools stop at the mention count. They confirm that you were named, and little else. Cleotic was built to measure the next step. Cleotic is an AI brand visibility tracker that reports your share of voice across ChatGPT, Perplexity, Gemini, Claude, and Grok, so you can see your position against named competitors rather than your own activity in isolation.

24 May 2026Company UpdateBy Andy Bright

Give your AI agents access to Cleotic with MCP and the Cleotic CLI

Cleotic now offers customers two ways to connect their AI agents and automation workflows to project evidence. A MCP server and a macOS and Linux command line application.

24 May 2026AEO / GEOBy Anton Pletnov

Yes, there's software that tracks whether AI recommends your brand

The more important question isn't whether the software exists. It's whether you know where you stand right now, and what you're doing about it. Cleotic was built to answer that first question quickly, and help you act on what you find.

22 May 2026ChangelogBy Andy Bright

Changelog #0001

Connected Agents (MCP), AI traffic UI redesign, increased flexibility for project managers and multi-organisation customers.

21 May 2026AEO / GEOBy Anton Pletnov

What GEO is and why it's replaced SEO as the brand battleground

What does AI say abut your brand and why it matters? If you have not asked this question yet its worth paying attention now.

19 May 2026Company UpdateBy Anton Pletnov

Today we shipped Cleotic.AI

Cleotic.AI is now live in soft launch, giving brands a clearer view of how they appear inside ChatGPT, Claude, Gemini, Grok, and Perplexity. Built by General Dataworks, it helps teams track AI visibility, citations, and competitor share of voice. Join the initial cohort of 50 brands and lock in Founder-tier pricing for 12 months.

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