The New AI Search Playbook
Measure and shape LLM perception, from early problem-framing influence through to recommendation visibility.
Measure influence, not just visibility
Just 16% of prompts across complex buyer journeys produce citations. Citations are the tip of the iceberg - track your brand's influence across Dark AI, where influence forms.
Stop chasing prompts one by one
Intent clusters group related buyer queries and evolve as language shifts. Track the "long tail" while keeping reporting simple.
Put content maintenance on auto-pilot
AI agents audit your entire library for quality, consistency and accuracy issues that erode LLM confidence. Take audits from a "spring clean" to an ongoing habit.
Demand-Genius weren’t just able to show me where the gaps and quick wins were in our content – they helped us understand our competitors’ content and strategy, and how we could find an edge! It’s made such a difference to our 2026 planning.
Jonny Day
TryHackMe
We’d build up a huge library of content over the years, and Demand-Genius has given us a really simple way to keep on top of it all and make sure that it’s all on brand and on message. Such a powerful platform!
Martin Wallace
Captify
I feel like I’m just scratching the surface of what Demand-Genius can do. The Free Audit gave us some great insights, but the AI queries let us evaluate everything – SEO, GEO, Brand Voice, CTAs – across our entire library to find opportunities. It’s like Clay but for Marketing / Content teams!
Jamaica Lancee
Sensat
Demand-Genius weren’t just able to show me where the gaps and quick wins were in our content – they helped us understand our competitors’ content and strategy, and how we could find an edge! It’s made such a difference to our 2026 planning.
Jonny Day
TryHackMe
I feel like I’m just scratching the surface of what Demand-Genius can do. The Free Audit gave us some great insights, but the AI queries let us evaluate everything – SEO, GEO, Brand Voice, CTAs – across our entire library to find opportunities. It’s like Clay but for Marketing / Content teams!
Jamaica Lancee
Sensat
We’d build up a huge library of content over the years, and Demand-Genius has given us a really simple way to keep on top of it all and make sure that it’s all on brand and on message. Such a powerful platform!
Martin Wallace
Captify
Visibility Metrics you can Trust
Most tools count mentions and citations; Demand-Genius weights visibility for different prompts so your metrics reflect actual influence on perception.
AI Content Intelligence
AI agents assess your library for information gain, consistency, and accuracy. Spot gaps, inconsistencies and turn qualitative analysis into quantifiable content KPIs.
Intent Cluster Monitoring
Group related buyer intents into clusters instead of tracking prompts individually, to keep reporting straightforward while tracking the "long tail". Enable auto-optimization to update clusters automatically based on real buyer journey data.
Dark AI Narrative Tracking
Track your brand's presence in the conversations where problems are framed, requirements built, and categories are won and lost. Just 16% of AI prompts in B2B journeys produce brand citations - "Dark AI" is where influence happens.
Stakeholder Criteria Alignment
See how AI associates your brand with the specific priorities of each stakeholder in your buying group. AI helps buyers assess fit, not just capability - show you're the right tool for each individual buyer!
FAQ's
How is this different from the AEO tools we already use?
Most AEO tools track citations and mentions against a prompt list you build yourself. That focuses on recommendation-stage queries where the model has already decided. Demand-Genius lets you also measure influence further upstream, where LLMs are forming their understanding of your brand and category.
Does this replace our SEO stack?
No. SEO and AEO are complementary, but fundamentally different disciplines. Your SEO work will help optimize AI visibility at the point of recommendation, but the challenge of influencing AI perception requires a specific strategy. Besides, traditional SEO is far from dead – you still need your SEO stack for, well, SEO!
What is convergence?
It’s how LLMs narrow their option pool as buyer intent gets more specific. Early in a journey, responses vary widely. By the conversion stage, the model returns the same small set of brands consistently. High citation counts often reflect this constrained option pool, not effective AEO. Real influence happens earlier, when the option space is still open.
How do intent clusters actually work?
Buyers don’t ask one prompt and decide. They ask dozens of related questions across a journey. Intent clusters capture that long tail automatically and align tracking with real buyer intent, while keeping reporting simple so your performance picture reflects what actually matters.
We've been told to "do AEO" but have no framework. Where do we start?
Measurement first. Understand where you have influence on LLM perception and what’s driving the gaps. From there, Action Plans prioritize what to work on based on your actual data.