Discover how AI platforms perceive your brand. Citable provides AI-powered brand visibility analysis and generative engine optimization (GEO) to improve your digital citability.
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Best
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?
@andreitudor14 Thanks Andrei!! If I had to pick one thing, it’s the “visibility → action” loop. Most tools show you how you appear in AI engines — we also help you actually change it (generate the right content, find the right places to place it, and re-test until the model behavior shifts). It’s less dashboard, more growth engine for AI discovery.
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.
@nick36_wu Great Q. The big difference is we don’t treat AI answers as a single static query result — we model them as a personalized, memory-influenced system. Persona memory + account “pre-warming” helps us simulate how real users will see recommendations (different roles, regions, intents), not just a clean-room API snapshot.
On the feedback loop: we track actions as experiments (what changed + when), then re-run the same prompt suite over time with replication to see if share of voice / citations / sentiment / rank shifts meaningfully vs baseline. So you can actually connect “we posted X / shipped Y” → “models started recommending us more.”
Report
this officially feels like the SEO 2.0 era is here. :) does the platform just show the share-of-voice stats, or does it give actionable steps on how to actually improve those rankings?
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.
@alex_pithly Thank you Alex 🙏 that’s exactly why we built it — everyone’s manually testing today, but it’s impossible to do consistently (and across models/personas/regions). We’re trying to turn it into something measurable + repeatable, and then actually help you improve it
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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?
Maritime
@andreitudor14 Thanks Andrei!! If I had to pick one thing, it’s the “visibility → action” loop. Most tools show you how you appear in AI engines — we also help you actually change it (generate the right content, find the right places to place it, and re-test until the model behavior shifts). It’s less dashboard, more growth engine for AI discovery.
@maria_gorskikh1 Thanks for answering, sounds really helpful!
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.
Maritime
@nick36_wu Great Q. The big difference is we don’t treat AI answers as a single static query result — we model them as a personalized, memory-influenced system. Persona memory + account “pre-warming” helps us simulate how real users will see recommendations (different roles, regions, intents), not just a clean-room API snapshot.
On the feedback loop: we track actions as experiments (what changed + when), then re-run the same prompt suite over time with replication to see if share of voice / citations / sentiment / rank shifts meaningfully vs baseline. So you can actually connect “we posted X / shipped Y” → “models started recommending us more.”
this officially feels like the SEO 2.0 era is here. :) does the platform just show the share-of-voice stats, or does it give actionable steps on how to actually improve those rankings?
RenameClick
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.
Maritime
@alex_pithly Thank you Alex 🙏 that’s exactly why we built it — everyone’s manually testing today, but it’s impossible to do consistently (and across models/personas/regions). We’re trying to turn it into something measurable + repeatable, and then actually help you improve it