Citable

Get mentioned by AI agents

Analytics

SEO

Artificial Intelligence

Love the concept. I often manually test how my brand appears in AI responses and whether it shows up in real queries. Turning this into a structured metric and workflow is super relevant right now. Tools like this will become essential for founders in the AI-first world.

Love the focus on agentic search. How does Citable’s 'persona memory' and account pre-warming differentiate the data from platforms like Profound or AthenaHQ that mostly rely on standard API scraping?

Also, curious to hear how you measure the feedback loop between taking a 'prescriptive action' (like a Reddit post) and seeing it actually move the needle in live AI answers.

very cool! is this agnostic to language? LLM can discover content in different language right? For a korean brand to reach European customers, can you provide insights?

Congrats on the launch! The shift from pure visibility analytics to visibility + action makes a lot of sense, especially now that AI discovery is more about reasoning than rankings. I like that you’re closing the loop with concrete outputs like content generation and community discovery instead of just dashboards. How you prioritize actions when signals conflict, for example, if different AI engines surface different visibility gaps, how does Citable decide what’s most impactful to tackle first?

Super impressive, can't wait to get the time to test it - congrats on the product and the launch!

If you had to pick one feature/capability that makes Citable stand out against competitors, what would it be?

This is awesome and I've been looking for a tool like this for my project and congrats on the great launch! Before committing to paying monthly is there anyway to see (on your platform or off) how often there are prompts related to your product that would appear if it was ranked higher in the AI agent?

Kind of like a pre-qualifier to begin optimizing your outreach through AI agents?

This is really cool and makes a ton of sense, considering the direction in which commerce and product research are going. I get how you assess share of voice -- that's clever. But having measured that, how do you help users improve their standing?

Interesting take on “AI visibility” as a measurable surface, not just SEO rebranded.

One question though: how do you separate being mentioned from being trusted by agents?
As agents start making operational decisions, not just citing sources, the difference between visibility and reliability feels critical.

Hey there!!

Wow this tool was so much needed ahah

How do you automate interactions with multiple AI providers (e.g., separate accounts with "pre-warming" memory, Playwright/Selenium, or direct APIs where possible)? And also, how do you handle citation parsing and "why" explanations? Prompt engineering per model, or post-processing with another LLM?

Yeah! Love the Notion style but even more how you help brands to face their presence in this AI era, which is actually great! Wish you all the best!

At thousands of prompts per day across models plus persona memory, non-determinism and model drift can make share-of-voice and citation deltas noisy.

Best practice is to run a versioned eval harness: fixed prompt suites, replicated runs, temp 0 where supported, response caching, and calibrated LLM-judge scoring to detect meaningful changes.

How are you normalizing citations (canonical URL dedupe) and isolating persona state from model updates when computing SOV trends?

I like that this goes beyond analytics. Visibility without clear next steps can be frustrating, so the action layer feels like the right evolution.

Big congrats on the launch! 🚀 I love that the tool thinks beyond just SEO. In the current landscape, topical authority across platforms is a must for AI visibility. Having actionable suggestions ready to go is a huge value-add for any content team.

Hey Maria, does your tool also offer options to improvements? E.g. where your brand should be mentioned to improve positioning?

Looks cool! Is the AI content plan generated based on competitive data or LLM trends? Can I customize content?

I still don't quite understand how AI tracking impacts websites. Basically, for example, Chatgpt cites sources, but only 1/10 people click on the link, and many AIs even remove the source entirely -> no real revenue if users don't visit your page. Of course, I don't deny it's bad for SEO, but I'm curious if it's really that important.

Congrats on the launch! Super cool to see AI visibility treated as its own growth channel, not just an SEO side quest.