Lantern vs Limy: The Best AI Search Platform for Marketing Teams

AI search is no longer a future trend. Over one billion people search with AI every week, and the brands being cited in those answers are converting at 14.2% five times higher than standard Google traffic. The brands not being cited are invisible.

Lantern and Limy both track your brand across AI engines. Both talk have analytics citations, visibility, and revenue attribution. But they are built on fundamentally different.

What Each Platform Is Built to Do

Lantern is a marketing agent platform. It monitors your brand across ChatGPT, Gemini, and Claude, identifies every citation gap, and deploys autonomous agents that research, write, optimize, and publish content to close those gaps automatically. Teams connect their existing stack in one click, HubSpot, WordPress, Shopify, Contentful, Notion, Slack, and more, and use a visual drag-and-drop workflow builder to configure custom content pipelines built around their specific marketing goals.

Limy is an AI visibility infrastructure platform. It operates at the CDN layer, detecting AI bots crawling your domain. Its optimisation module then gives your team step-by-step recommendations. The acting on those recommendations, however, sits entirely with you.

That distinction, one platform that acts versus one that advises , is what this entire comparison comes down to.

Head-to-Head: Where It Matters Most

Autonomous Execution

This is the most important category and the clearest differentiator.

Lantern's workflow agents run continuously. When a gap is found, an agent generates the content, optimizes it for AI citation, and publishes it to your CMS. The loop from insight to action is closed inside the platform, no brief, no sprint, no task assigned to a writer.

Limy provides what it calls step-by-step actions that tell you exactly what to do next. That guidance lands as a recommendation. Someone on your team still has to write the content, update the pages, and publish the fix. For a lean marketing team managing multiple channels, that is not a minor distinction, it is the difference between a tool that saves you time and one that creates more work.

Workflow Builder

Lantern's drag-and-drop workflow builder lets marketing teams assemble custom, end-to-end pipelines from their existing tools without writing a line of code. You connect the data sources and platforms your team already uses, define the goal, and the agents run the pipeline continuously.

The possibilities are genuinely open-ended. A team focused on topical authority builds a pipeline around Search Console keywords and AI citation gaps. An e-commerce brand routes product page updates through Shopify. An agency managing multiple clients builds separate workflows per account, each with its own data sources, publishing destinations, and notification rules.

Limy has no equivalent. It delivers recommendations. Lantern delivers a builder that turns those recommendations — and everything beyond them — into automated execution.

AI Engine Coverage

Limy monitors seven-plus engines, including DeepSeek, Microsoft Copilot, and Google AI Overviews, alongside the four that Lantern covers.

Broader coverage sounds like an advantage, and for global enterprise brands where engine distribution varies significantly by market, it is. For the majority of marketing teams, however, ChatGPT, Perplexity, Gemini, and Claude represent the overwhelming share of AI search traffic. Coverage of additional engines has limited impact if the team cannot act on what any single engine reveals.

Traffic Attribution

Lantern installs a lightweight script on your site that tracks every AI-referred session and surfaces that data directly inside Google Analytics. Your team does not need to learn a new reporting interface, AI search attribution appears where you already measure traffic, alongside your existing channel data, in a format your team understands immediately.

Limy's analytics pixel connects specific prompts to CDN-detected agent visits to downstream purchases. The attribution chain is technically deeper, it operates at the infrastructure layer rather than the session layer, and for enterprise organizations with reporting requirements that demand prompt-level granularity, that depth has genuine value.

Traditional SEO Coverage

Lantern combines AI search monitoring with a full site audit, Google Search Console integration, and Google Analytics in one dashboard. Teams managing both organic search and AI visibility do not need a second platform, a second subscription, or a second login.

Limy is focused exclusively on the agentic web. It does not offer traditional SEO tooling. Teams using Limy for AI visibility still need a separate solution for organic search.

Integrations

Lantern connects to your existing stack in one click. HubSpot, WordPress, Shopify, Contentful, Sanity, Notion, Slack, Google Search Console, Gong, and more, 20-plus integrations that activate immediately without API configuration or developer involvement. Your agents publish content directly to your CMS, route tasks through your project management tools, and surface insights inside the platforms your team already uses.

Limy integrates at the CDN layer, Cloudflare and similar infrastructure tools which requires technical setup and is better suited to engineering teams than marketing teams.

Pricing and Access

Lantern offers a seven-day free trial with no credit card required and no sales call necessary. You can connect your stack, see your AI search visibility, and watch agents begin closing gaps before spending anything.Plans start at $59/month

Limy starts at $449 per month.

Who Should Use Limy

Limy is a legitimate platform for a specific type of organization. If you are enterprise with a technical team capable of interpreting CDN-layer bot data, a content operation large enough to act on a continuous backlog of recommendations, and reporting requirements that demand prompt-level attribution, Limy is worth the investment.

Who Should Use Lantern

Lantern is built for the way most marketing teams actually operate, lean, fast-moving, and accountable to pipeline without the luxury of a dedicated data engineering function.

It monitors your AI search presence across the engines that drive the majority of AI traffic. It identifies every citation gap. And then , critically , its agents fix those gaps without your team having to execute anything manually. Traditional SEO lives in the same dashboard. The free trial means you can verify all of that before committing.

FOR the vast majority of marketing teams, the ones that need AI search visibility solved, not just diagnosed, Lantern is the stronger choice. It covers more of what a modern marketing team needs, costs less to access, and does the work rather than describing it.