Know exactly how AI answers describe your brand

The problem we're solving

For a decade, understanding how people found your brand meant looking at Google: Search Console, rankings, organic traffic. The signals were clear and the playbook was established.

That era is ending. People now ask AI engines — ChatGPT, Claude, Gemini, Perplexity, Google AI Mode and AI Overviews — instead of running a search. These engines don't return ten links; they return one opinionated answer. They recommend brands, compare products, and tell buyers what to choose and why, citing a handful of sources to back it up.

The problem: AI answers are a black box. There's no ranking to check and no impressions report to pull. You can't tell whether an engine is citing you, ignoring you, or quietly recommending a competitor — unless you measure it, model by model, on a schedule.

Generative Engine Optimization — GEO — is the discipline of earning and defending that visibility. llemmy makes it measurable: it asks the questions your buyers ask, at scale, across every major engine, so you always know exactly how AI describes and cites your brand — and where you're losing ground.

Our approach

Credible GEO intelligence takes three things: breadth — track every major engine, not just one; consistency — run the same prompts on a schedule so you can see change over time; and actionability — turn raw responses into citation patterns, share of voice, sentiment, and content opportunities you can ship against.

llemmy delivers all three. We track the major AI engines side by side, with platform-managed models included in every plan — no API keys to wrangle, no per-engine setup, no surprise token bills. We run your prompts on whatever schedule you need, with no hard prompt quotas. And the GEO audit engine turns the gap between how AI describes you and how you want to be described into concrete, prioritized fixes.

What sets us apart

Most GEO tools track one or two engines and stop at a dashboard. Here's where llemmy goes further than tools like Peec.ai.

Data ownership is the ethos

GEO data is competitive intelligence, and it should belong to the team that gathers it. llemmy is built so your insights stay yours: bulk export is standard, the API is open, and there are no artificial walls around your own data.

For teams with strict data-residency or compliance requirements, Enterprise can self-host the entire platform and bring its own model keys. Most teams never need to — platform-managed models are included on every plan — but the option exists because ownership is a principle we won't compromise.

The team

llemmy is built by THF Agency — SEO and GEO experts with 25+ years building SaaS platforms, running brand marketing, and managing digital presence for some of the world's largest companies, including multiple $500M+ brands.

We've worked through every major shift in search — from early SEO, through the content marketing era, through Google's AI integrations, and now into generative AI search. We built llemmy because we needed it ourselves, and because no other tool had the GEO and competitive depth that serious agencies and brand teams require.

We're backed by a team of strategic advisors and executives from across technology, marketing, media, and brand strategy. We ship fast, we listen closely, and we believe the best software is built by the people who use it every day.