Monitor every engine. Diagnose why you're not cited. Ship the fix.
Track citations across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok — in minutes, not weeks.
FOR
Monitor every engine, instantly.
Connect your site, add prompts, or paste a URL. Lantern tracks citations across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok — with 25× daily sampling.
ChatGPT
Cited on "CRM for startups"

Perplexity
Cited on "best CRM tools"
Gemini
Cited on "sales software"
Match queries to engines.
See which prompts win citations on which engines — and which ones competitors dominate. Lantern maps every citation to the query that triggered it.
Purpose-built for AEO.
Custom models trained on engine behavior across millions of citations. Hallucination detection, sentiment analysis, and share-of-voice scoring out of the box.
CITATION REPORTS
Turn your tracking data into board-ready reports.
Our reporting engine generates presentation-ready charts directly from your citation data. Share-of-voice, trend lines, competitor comparisons, and engine-by-engine breakdowns.
FOR
Total control over every recommendation Lantern ships.
ACTION QUEUE
Built for marketing teams who want granular control. Review every FAQ, schema change, or content rewrite before it ships. Approve in bulk or edit each one.
Unified dashboard for the way marketing teams and agencies actually work.
Manage every prompt via Dashboard.
Track every prompt from un-cited to winning. See citation alerts, sentiment shifts, and engine coverage at a glance. Marketing teams and agencies stay synced automatically.
Bring your team, with or without an agency, to one workspace. Comment, review, and ship fixes together.
Competitor Analysis
Scan millions of citations to see which queries your competitors dominate. Find the gaps you can own.
Engine Match
Qualified citations land in your inbox, not in weekly digests. Every match comes with a ready-to-publish fix.
Pricing
Transparent pricing, no matter your team size.
CERTIFIED & COMPLIANT
Zero outside training data means zero headaches over data leakage or privacy risks.

No Third Parties
Single-party point of trust. Your data never touches an outside AI model. No last-minute changes to privacy policies or terms of service.
TESTIMONIALS
Hear what our customers have to say about Lantern.
Lantern exists to close the gap between what AI engines say about your brand and what you want them to say.
By pairing deep engine monitoring with copy-ready fixes, we’re rebuilding how marketing teams win the age of answer engines.
Everything you need to evaluate Lantern for your team.
How is Lantern different from other AEO tools?
Most AEO tools surface citations. Lantern goes one step further and attributes them to pipeline. We track which AI conversations bring qualified accounts to your site and tell you exactly which content or schema fix will lift your rank.
How fast is Lantern to deploy?
Drop in our snippet, connect your domain, and you'll start collecting citation data within minutes. The first ranked fix typically ships in under 24 hours.
Do I still need an SEO agency?
SEO and AEO are different muscles. If your agency wins on Google, keep them. Lantern adds the layer they don't cover yet — what AI engines say about you and how to influence it.
I run an agency. Can I use Lantern for my clients?
Yes. Our Marketers tier supports multi-workspace setups out of the box. Agencies on annual plans get white-label reporting and a shared inbox per client.
What kind of support do you provide?
Live Slack support during business hours for paid plans. Enterprise customers get a dedicated AEO strategist and a 24-hour SLA.
NEWSLETTER
Stay updated on the future of intellectual property.