Content LLMs quote. 
Revenue teams feel.

Technology, data and storytelling.
Generative Engine Optimization (GEO) that moves the needle.

Generative Engine

Our differentiated approach to prompt visibility.

Generative Engine Optimization (GEO) turns Siege Media’s data DNA, engineering chops, and creative PR muscle into the kind of content experiences large‑language models (LLMs) and humans can’t stop citing.

By fusing data journalism, digital PR and freshness-driving technology, our GEO services let your brand own search results—even the AI ones—while earning durable links and product‑qualified traffic at scale.

DATA JOURNALISM

Data drives differentiation.

Similarly, Google and LLMs both prefer unique data. A Siege study of 120 posts found an 83% lift in traffic value when content includes it.

Additionally, LLMs reference research and news almost 30% of the time.

Through data journalism or digital PR, we help you create the assets that get you cited on LLMs that users love.

GAIN THE EDGE

Data-backed content updates at scale.

Large Language Models (think ChatGPT) and Google both reward up-to-date information.

Our proprietary DataFlywheel technology ensures your content is never static or stale. We refresh your existing pages every quarter (or more) to keep them best-in-class fresh.

Instead of letting old posts decay, you’ll continuously outpace competitors with content that’s always current. Fresh beats flat – and your brand reaps the rewards in relevance and reach.

TRANSACTIONAL INTENT

Tastes like BOFU.

We’ve spent years creating differentiated bottom-funnel assets for our clients.

Today, that strategy is being fully embraced by LLMs. We can help you run a brand-friendly approach to conversion content without enraging competitors or cannibalizing your conversions.

GENERATIVE INTENT

Calculators that convert.

There’s a new user intent in town – generative.

This intent is driving the need for complex interactives, and that’s something Siege has been doing for more than a decade.

Meet the new user demand and drive clicks on Google on SERPs without AI Overviews.

That’s a win-win.

TECHNOLOGY-DRIVEN RELEVANCY

Think smarter with BlueprintIQ.

Analyze your entire addressable market using relevancy-adjusted keyword difficulty, at-scale topic discovery, content gap analysis, a comprehensive website freshness scorecard and more using our proprietary BlueprintIQ content strategy.

In-the-moment technology to drive in-the-moment results.

GEO services that move the needle

We fuse data journalism, proprietary technology, and AI-driven storytelling into scalable content ecosystems that rank #1 in LLMs and Google—then convert.

Frequently Asked Questions

What LLM monitoring tool do you use?

We continue to evolve our recommendation here depending on the client and budget range. There are a range of quality options available with different levels of use depending on the impact of LLMs to your business and the specific strategy performed. We are happy to make a recommendation based on your specific use case.

What if we don’t have proprietary data?

No problem. We can help you create data from scratch. Whether it’s running a survey, tapping into anonymized platform usage stats, or compiling third-party research in a new way, there’s always a way to generate interesting data.

Every company has knowledge we can turn into shareable insights — and if not, we’ll gather new data to power the Flywheel.