Lloyd — The Recommendation OS

Cut audit time from days to minutes.

Lloyd turns your website, search landscape, and AI-visible footprint into stack-ranked, evidence-backed recommendations across SEO, GEO, topics, platforms, and trust — not another static PDF.

Live demo dashboard · see Lloyd with sample data

Trusted by SEO + GEO teams that need to ship, not present

NorthwindHelioVellumAtlas LabsCrestwoodQuanta

Product

One surface for signals and recommendations

Scores, findings, and prioritized actions in a consistent experience — built for teams who own SEO and AI visibility together.

app.lloyd.so / acme / dashboard
Lloyd dashboard overview with prioritized findings and layer scores
app.lloyd.so / acme / modules
Lloyd module run and findings panel

Modules

app.lloyd.so / acme / geo
Lloyd GEO and AI visibility tracking

GEO

The shift

Discovery split across Google, AI assistants, and communities — each with different trust rules.

Most teams still optimize one surface (often classic SEO) while citations, entities, and off-site trust decide whether AI and humans actually recommend you.

Lloyd connects website quality, GEO visibility, topics, platforms, reputation, and competitive gaps — so your roadmap reflects how decisions are really made.

Capabilities

Eight intelligence layers, one operating system

Each layer answers a different question about how you are found, cited, and trusted — across search, AI, and the wider web.

Website intelligence

Audit indexation, Core Web Vitals, structured data, and internal links across every page.

Crawlers and models only use what they can reach, parse, and trust — fast.

Content intelligence

Score editorial depth, positioning, fact consistency, and content decay per URL.

Thin or inconsistent content quietly loses rankings and AI citations.

Agent & AI-readiness

Validate llms.txt, crawler access, semantic HTML, and reasoning-ready structure.

Agents reason over structure and verifiability — not keywords.

GEO intelligence

Track citations across ChatGPT, Perplexity, Gemini, and AI Overviews — daily.

You can rank in SERPs and still be absent from the answer users see.

Topic intelligence

Mine real demand with intent-aware clusters, cannibalization checks, and opportunity scores.

Strategy should follow real demand — not internal opinions.

Platform intelligence

See your presence on YouTube, Reddit, reviews, and podcasts — where buyers actually look.

Trust and discovery happen off your domain every day.

Reputation & entity

Strengthen brand consistency, entity signals, and Knowledge Panel coverage.

Strong entities get summarized correctly; weak ones get generic treatment.

Competitive intelligence

Compare SERP overlays, link gaps, and AI citation battles against named competitors.

Roadmaps need relative gaps — not isolated scores.

We cut audit time from days to minutes — and finally have one roadmap that ranks SEO, AI citations, and competitive gaps on the same scale.
MB
Mara Bauer
Head of Organic Growth · B2B SaaS

How it works

How recommendations are produced

Lloyd combines APIs, crawlers, and pipelines with structured analysis — then surfaces what to fix next.

  1. 01

    Connect your context

    Bring your domain, brand, competitors, and optional data sources — depth scales with your stack.

  2. 02

    Run the modules you need

    Automated checks plus structured analysis where nuance matters — website, GEO, topics, platforms, and more.

  3. 03

    Ship prioritized actions

    Scores, findings, and stack-ranked recommendations in one dashboard — built for leadership and execution teams.

Integrations

Depth scales with your stack

Optional providers expand SERP, backlinks, AI Overviews, LLM mentions, and more — without changing the core story: one place for what to do next.

AnthropicDataForSEOYouTube Data APIGoogle PageSpeedReal-time monitoringSearch & social signals

Ready to own recommendations — not just rankings?

Sign in to Lloyd or book a 20-minute walkthrough. We'll bring sample findings from your domain.