Roo Wright

@brunokalil - Great question, thanks you! SignalTo AI saves every source each AI answer cites, across ChatGPT, Claude, Perplexity and Gemini. Today we report how often answers that cite sources cite your own site rather than third-party ones. We don't yet show a ranked list of which third-party domains get cited, but the source data behind it is already collected.

For variance, we ask each prompt three times on each platform. We only flag a gap when you're consistently missing across those runs, not on a single answer.

@hermann thanks for the feedback. The landscape is still changing fast so you need to be on top of all the platforms now to keep on top.

@echo123 Great question. 100%, if it's a new site then you're starting at zero. Some platforms will pull answers directly from your site when the question being asked is about your brand, so that gives you some visibility off the bat, especially if you're running any advertising that drives brand searches. But yes, like SEO, it takes time for the platforms to build your visibility. That said, SignalTo.ai helps you work out which questions you want to show up for, and then fill in the visibility gaps.

To answer your question directly, right now the console shows whether you show up or not, so those two states sit together.

@elgrafiscopio Thanks! The question set stays fixed for each business so we're always comparing like with like. Checks run monthly, fortnightly or weekly depending on the plan. On noise, I'd never read much into a single answer. What matters is the trend across runs, and that's what the tracking is built to show.

@siddhant_singh thank you for your comment. Yes, it tracks over time on the same questions people ask.

@andye3 - Right now we run them once a month. New plans so will let you take that down to a week.

@jasond Thanks for adding that. This is the kicker really. Other tools can monitor and compare, and even recommend the fix, but with SignalTo.ai you can push the fix directly from the interface to your site if it's integrated with your CMS.

We’re still early, but incredibly excited to finally have SignalTo live. 🚀

Building this with my son Joel has made the journey pretty special. We think AI Visibility is going to matter to every business, and we’re excited to see where SignalTo goes from here.

Lots more to come. 👀