See where your brand appears when buyers ask AI what to buy, uncover the sources and competitors shaping their shortlist, and know what to change to earn more visibility and demand.
FOR
See where buyers discover you in AI search.
Connect your site or add prompts. Lantern tracks every citation across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok — 25× daily.
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.
Built for action, not another visibility score.
See the prompts, citations, sentiment, and competitor gaps behind your visibility—then turn the strongest opportunities into prioritized work.
PIPELINE ROI REPORT
One-page monthly PDF. Share-of-voice, citation trend lines, and engine breakdowns — plus the pipeline dollars it drove, mapped in your CRM. The one-pager your CFO signs at renewal.
FOR
Track competitor campaigns, creative, offers, and landing-page changes alongside the AI-search topics shaping your category.
LANTERN ADS · EARLY ACCESS
Monitor paid search, social, and AI-sponsored campaigns in one threaded market-intelligence layer, then connect those changes to your CRM attribution. Launching Q3.
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
Find the buyer questions where competitors appear and you do not. Trace the cited sources and content gaps shaping the answer so your team knows what to test next.
Engine Match
Every citation lands in your inbox — with the CRM contact, opportunity, and pipeline dollars it touched. Not a weekly digest. Not a dashboard you have to log in to.
Pricing
Monitor where buyers discover you, prioritize what to change, and measure what follows.
CERTIFIED & COMPLIANT
SOC 2 Type I in progress. Your AI citations, pipeline, and CRM data never train third-party models. EU data residency option on request.

Transparent data handling
We minimize the data sent to connected systems and provide current subprocessor details during security review.
TESTIMONIALS
The design-partner questions that shaped Lantern's attribution workflow.
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?
Profound, Scrunch, and the other AEO tools show citations. Lantern ties every citation to an opportunity in your CRM and ships a monthly pipeline ROI report your CFO signs off on. They answer "are we visible?" — we answer "did this pay back?" Lantern is V1 of the growth engine for modern GTM teams: Ads (competitor + AI-surface ad intelligence) and Sense (pre-launch market simulation) are in early access now.
How fast is Lantern to deploy?
Connect your CRM + GA4 in 10 minutes. First citation data within 24 hours. First monthly pipeline ROI report within 7 days.
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. Yes, but agencies are a secondary ICP for V1. Multi-workspace and white-label reporting are on the roadmap for Growth tier. Drop us a line for agency-specific terms.
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
Practical research on AI-search attribution, measurement, and revenue.