How to Actually Improve AI Visibility (GEO) — A Practical Research + Action Walkthrough
Hey fam!
Thanks for all the support and interest for Citable! We're super excited to help you out along the GEO journey hands on)
During our launch, a lot of you asked very real, non-hype questions about AI visibility and GEO. Instead of answering them one by one in comments (which we did, but not enough), we’re opening this up as a shared walkthrough on how to research GEO properly and turn it into measurable action.
Here are the exact questions people have been asking us:
How is GEO actually different from SEO? What signals do LLMs care about?
How do you know which prompts are worth optimizing before spending time or money?
How do you separate “being mentioned” from “being trusted or recommended”?
How do you track impact when models are non-deterministic and drift over time?
How do actions like Reddit posts, blogs, or LinkedIn content actually move AI answers?
How do you prioritize when ChatGPT, Perplexity, and Gemini disagree?
Is this just analytics, or can you actually improve outcomes?
We’ll walk through how we approach these questions step by step, using Citable as the working tool among others:
1) Research
Identify real prompt demand (not keyword volume)
Cluster prompts by intent, persona, and buying stage
Establish a clean baseline (replicated runs, frozen personas, citation normalization)
2) Diagnosis
Where you’re invisible vs listed vs trusted
Who’s winning citations and why
Which sources models consistently rely on
3) Action
What to publish (and what not to)
Where to place content (blogs, communities, references, social)
How to prioritize actions with the fastest expected lift
4) Validation
Re-test against the same prompt suite
Measure share-of-voice, citation quality, and recommendation likelihood
Decide what to double down on vs kill
This is a research + execution playbook for founders, marketers, and operators trying to win in AI-first discovery.
If you’re tired of:
guessing whether GEO “matters,”
manually testing prompts,
or staring at dashboards without knowing what to do next—
Join the discussion and bring your hardest questions.
Slack (open): https://join.slack.com/t/citablehq/shared_invite/zt-3i1y4zeyc-7II3r90YV~sKQqUsfq_JjQ
Product: https://getcitable.com
— Citable
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