Optifeed Radar
Know if AI recommends your products. Open source, your keys.
Optifeed Radar launched on August 6, 2026 with 10 votes, #1,032 of 23,274 launches that month and more than 90% of that year's launches.
What it does
Nobody asks an AI for the best brand. They ask for the best laptop, and the answer is a shelf of products. Optifeed Radar is an open-source CLI + MCP server that checks whether AI actually recommends YOUR products. Name them, and it asks real shopper questions that never mention them across ChatGPT, Gemini, Perplexity and Claude with your own API keys, then shows which products were never recommended and which rivals took the slot. Every score opens into the raw answer. Runs locally, MIT.
Measure how ChatGPT, Gemini, Claude and Perplexity recommend your brand and products. Optifeed Radar is open source and ties every result to evidence.
Optifeed Radar runs buyer questions across AI engines and measures which brands and products get recommended. Watch the Apple.com analysis resolve into brand, product and evidence results. The saved answer recommended Apple's MacBook Air or MacBook Pro for students in creative fields. Every result traces back to the question and captured answer. Install once for Codex, Claude Code, Cursor and compatible agents. Radar starts with the free audit and asks before paid engine calls. Your machine calls the configured providers directly. Radar stores the prompts, captured answers and report locally. Ask your own AI agent to check visibility, compare competitors and open the evidence behind a…from radar.optifeed.com
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