Resources

The Kojable Resource Library

Research, playbooks, and proof for improving how AI systems find and represent your brand.

All resources

Guide Featured

AEO foundation playbook

Map the questions AI systems need to answer before buyers shortlist you.

AEO Consideration 9 min read
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Research Featured

Reddit Myth in Fintech: A Research Note

A research note challenging the idea that Reddit is a universal AI visibility lever for fintech. The evidence points toward vertical media, analyst content, and review platforms as stronger sources for regulated financial topics.

Fintech AI Search 7 min read
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Case study

Stripe TVR case study

How Target Visibility Rate shows whether a brand appears when its ideal buyers ask AI systems high-intent questions.

TVR Finance Personas 6 min read
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News

Competitive gap analysis update

Kojable now helps teams identify where competitors are winning in AI search, which queries they appear for, and where your brand is missing from the answer.

Gap Analysis Competitive Intelligence 3 min read
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Guide

Competitive gap audit guide

Find the prompts where competitors are cited before your brand.

Competitive Gaps Consideration 8 min read
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Research

AEO in SEO: Positional Bias Data

Data-backed analysis of how positional bias from search carries into AEO, influencing which brands are surfaced, cited, and recommended in AI-generated answers.

AEO SEO 10 min read
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Case study

Colosseum hackathon visibility study

How 80 real user questions revealed that brand visibility changes dramatically across Claude, Gemini, ChatGPT, and Perplexity.

Multi-Model Visibility AI Search 5 min read
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News

Source guidance controls update

Kojable now supports clearer source guidance, helping teams define which sources should shape AI visibility work — and which sources should be avoided.

Sources AEO Strategy 4 min read
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Research Featured

Citation Source Landscape: A Topic-First Map

Explore 250 high-coverage cited URLs across 13 technical topic neighborhoods and three executive citation systems.

AI Citations AEO Strategy 12 min read
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