AI Search Console

You guys did a great job! Does it support popular Chinese AI models?

Congratulations on the launch guys! Are you guys doing demos?

Good luck, @iluhich !

the same prompt to the same model can return different citations run to run, that's the part i'd worry about. do you sample each prompt multiple times before logging a rank/share-of-voice number, or is it one call per prompt per check?

same prompt can get a different citation set run to run on the same model. how do you separate real ranking signal from just LLM response variance, averaging multiple runs per prompt?

Looks super exciting, congrats on the launch! Citation mapping for AI search is such a smart angle.

Congrats team! Citation mapping is going to matter a lot more this year. Which AI engines are you covering at launch?

Presence and correctness are two different problems and only one of them is in these metrics. Being cited says you were in the answer. It does not say the answer described you correctly.The version that costs money is a confident wrong attribute. The answer says you integrate with something you do not, or that there is a free tier when there is not. The reader never opens the source, so they arrive already believing it, and share of voice scores that as a good day.Do you capture what the answers claim about a brand, or only whether it appeared?

This lands at a good moment, it feels like every marketing team out there is suddenly asking how their brand shows up inside ChatGPT answers. The client-ready reports sound especially handy for agencies. Which of the four engines gives you the most stable results week to week, or do the rankings jump around a lot?

Congrats with the launch! Can we exclude irrelevant brand mentions?

Congrats on the launch! Finally someone's bringing analytics sanity to the wild world of AI search citations. Here's to fewer mystery prompts and more clarity!

cited sources is the field i actually care about. i publish technical posts and i can see reactions and views, which tells me almost nothing, because a reader who got the answer from an assistant never shows up in any of my numbers at all.the one i would gently push back on is ranking and share of voice. those come from a world with ten positions on a page. in an answer there is no position, you are in it or you are not, so cited or not cited is the real metric and a rank number risks being the comfort version of it...

Really exciting launch—making AI-search visibility measurable is a great idea. Congrats to the AI Search Console team! 🚀

How do you calculate AI visibility scores?

Hi team, congrats! Can prompts be tracked by buyer persona?

Congrats! Can we duplicate project settings across clients?

this is such a good specific pain point target! Will definitely check it out. Congratulations on the launch

Can the system detect outdated prompts?

@iluhich Congratulations. And happy product launch.

Hey Product Hunt! 👋I’m Ilia, founder of AI Search Console.We built it after repeatedly hearing the same question from SEO agencies and their clients:“Are we actually showing up in ChatGPT?”The usual way to answer was surprisingly manual: run a few prompts, take screenshots, copy the results into a spreadsheet, and try to guess whether visibility was improving.That approach breaks down quickly. AI answers vary by prompt, model, market, and time. A handful of manual checks cannot reliably show your share of voice, explain why a competitor appears more often, or identify which sources influence the answers.AI Search Console turns that process into repeatable analytics. It monitors how your brand and competitors appear across ChatGPT, Claude, Gemini, and Perplexity, down to the individual prompt and cited source.What you can analyze:– Prompt-level brand mentions and rankings– Multi-model share of voice– Competitor visibility and content gaps– The domains and pages cited in AI answers– The prompts where your brand appears and where it is missing– Trends over time and client-ready reportsThis matters because AI visibility is not determined only by your website or Google rankings. AI platforms may rely on review sites, editorial articles, communities, comparison pages, and other third-party sources. You can rank well in traditional search and still be mostly absent from AI-generated recommendations.AI Search Console helps teams move from:“Let’s manually check a few prompts”to:“Here is our visibility, here is the gap, and here are the sources and prompts behind it.”It’s built primarily for SEO/GEO agencies and brands that need a measurable way to understand and improve their presence in AI search.I’ll be here all day and would genuinely love your feedback. Ask me anything 🙏💜 You can also try our demo: https://app.search-console.ai/demo