Showcase UI — This flow is a scripted product preview. For live Workers AI (streaming content, social, Q&A, code), use the Swarm agent demos (e.g. Content Agent, Social Agent).

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GEO Experiments Agent

A/B experiments to improve how often AI engines cite your content. Run structured tests across ChatGPT, Perplexity, Claude, and Gemini to discover which writing patterns drive the most citations.

Demo Usage

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GEO Experiments Agent

A/B experiments to improve how often AI engines cite your content

v2.1.0

Worker Online

Scripted preview — This walkthrough replays a real experiment execution trace. The live worker connects to ChatGPT, Perplexity, Claude, and Gemini via Workers AI + direct APIs; results are stored in D1 and fed back to the content-generator worker via KV.

Experiment Topic

topic: edge-computing

Content Variants

Flowing prose paragraphs; brand voice at the front; internal links woven into sentences.

Numbered facts, inline statistics, explicit source callouts, and structured schema markup.

Both variants are probed — the experiment measures which earns more AI citations.

Target AI Engines

4 engines selected • 120 queries each

geo-experiment-log

idle

Configure the experiment and click "Run experiment" to start…