Bluerails Discovery - The rails AI agents use to find and pay you
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Most "AI visibility" tools stop at telling you if AI mentions your brand. Bluerails goes further. We make you discoverable to AI agents and ready to get paid by them, on the rails we already run for marketplaces.
What stands out:
• Discovery: a peer-reviewed AI-visibility score from 400 samples, not a one-off guess. Free, no signup.
• Agent-ready checkout + global settlement
• Compliance built in
Try your free Discovery report today; agent payments roll out next.
Replies
As a SaaS founder, I genuinely don't know how discoverable my product is to AI agents today. Interested to try this out.
@syed_shayanur_rahman Awesome, give it a spin and sign up here. Happy to give you a deep-dive personally.
@syed_shayanur_rahman happy to also schedule a deep-dive session
Great launch :) The story behind Passionfroot and marketplace evolution makes the vision feel credible.
@roopreddy Thanks, sir!
@roopreddy thank you for the support
Was at Stripe Sessions recently and agentic commerce was a hot topic! Big potential for people who especially start early and grow with it. Congrats on the launch!
@kylethacker Thanks, @kylethacker ! Stripe is honestly our absolute role model. No other FinTech that is so bold and visionary. Huge eco-system coming up now!
@kylethacker thanks for the support
Looks amazing!
@louislecat Thanks, Louis!
@louislecat thanks for the support
@louislecat Thanks a lot!
Really amazing. How many AI agents do you support today?
@chilarai Thank you! We support the 4 major agents today! 😊 Happy for you to give it a shot!
@chilarai @gurveen_ghai @chilarai today we cover the 4 major agents, but the important part is that the methodology is agent agnostic.
As new agents become relevant, they can be added to the sampling set. The goal is not to chase every bot, but to measure where real user discovery is happening and make that reproducible.
@gurveen_ghai @j_mannanal would love to connect and know more about your product
@chilarai happy to! send us a mail at operations@bluerails.com
How the AI visibility score is calculated? What signals matter most for discoverability today?
Hi @iamanantgupta the main differentiator in our product is that we do re-sample the queries multiple times and create Bootstrap Confidence Intervals. Most GEO products stop at a point-in-time estimate which does not help you move the needle.
Your second question is more nuanced and it varies per-vertical. We've created proprietary weighting for our KPIs per vertical backed by research. It's broken down in our methodology page here: https://discovery.bluerails.com/methodology
@iamanantgupta @ashwin_kumar46 💯 The key is that AI visibility is not one signal.
We look at whether agents mention you, rank you, cite you, understand your offer correctly and can route a user toward the next step. The weighting changes by vertical because “discoverable” means different things for a hotel, a publisher or a SaaS tool.
The real unlock is moving from a one time score to a repeatable measurement system with confidence intervals, so teams know what is actually improving and what is just model variance.
Does Bluerails provide recommendations beyond llms.txt for improving discoverability?
@nuseir_yassin1 llms.txt isn't the primary driver either. Generating a report will give you the files that you can add to enhance visibility along with the code snippets (all for free!).
Depending on your vertical, there is real work that will have to be put in to generate content and backlinks. If you're interested in our Agentic Commerce and Payment offerings, happy to connect and discuss more
@nuseir_yassin1 Yesssss. There is a lot we have in our paid tiers. Happy to give you a spin if you want!
I'd love benchmarking against competitors. Knowing my score alone is useful, but context would help.
@ragsyme the report also tells you how many times your competitors show up for the same queries. We can already use that to tailor your site's visibility.
The paid version of the app gives you a detailed breakdown of this competitor analysis
@ragsyme @ashwin_kumar46 Raghav, agreed. I think only better thing than knowing one is better than the competition is making more money than the competition. That's how also build our product ;)
This reminds me of early SEO tooling. Feels like we're watching a completely new optimization category emerge.
@ranjan_kumar45 its already happening. We didn't have the tools to measure and optimise on it until now
@ranjan_kumar45 Yes, not just SEO, but also Payment tooling!
Congratulations on the launch! 🎉
Quick heads-up: the "Book a Demo" CTA in the footer doesn't seem to be working on my end. Might be worth checking so interested visitors can reach you without friction.
@priyanktyagi thanks for raising this, fixing the CTA now
@priyanktyagi @ashwin_kumar46 Took care of this, thanks @priyanktyagi
@ashwin_kumar46 @j_mannanal Happy to help! 😊