Win more customers from AI discovery.

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.

Paste a prompt to start tracking...

FOR

B2B SAAS MARKETERS
REVOPS TEAMS
AI COMPANIES
MARKETING AGENCIES
B2B SAAS MARKETERS

See. Improve. Grow.

From the first buyer question to the sources shaping the answer, Lantern shows where you are missing—and what to do next.

Hey Sarah! What prompt should I track?
Track citations for "best CRM for startups" across all six engines — and flag anywhere competitors are cited but we aren't.
Add a prompt or just start typing...

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.

Matching…

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

Turn AI visibility into customer discovery.

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

ENTERPRISE TEAMS
MARKETING TEAMS
AGENCIES
ENTERPRISE TEAMS

See every ad working against you.

Track competitor campaigns, creative, offers, and landing-page changes alongside the AI-search topics shaping your category.

LANTERN ADS · EARLY ACCESS

Every ad. Every engine. One queue.

Monitor paid search, social, and AI-sponsored campaigns in one threaded market-intelligence layer, then connect those changes to your CRM attribution. Launching Q3.

Work together. Win citations faster.

Unified dashboard for the way marketing teams and agencies actually work.

Monday, April 13

Good afternoon, Sarah

You have new citation alerts11
Tracking
Cited
Winning
PromptCategoryEngineLast CheckedSamplingRegionStatus
"best CRM for startups"
SaaS
ChatGPTActive
2026-03-1125×/dayGlobalCited
"sales automation tools"
SaaS
PerplexityActive
2026-03-1125×/dayGlobalUn-cited
"project management software"
SaaS
GeminiActive
2026-03-1125×/dayGlobalTesting

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.

Sarah
James
Alex
Taylor

Collaborate Together

Bring your team, with or without an agency, to one workspace. Comment, review, and ship fixes together.

Competitor Analysis workflow

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.

AI Visibility Ranking

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

One plan to turn AI discovery into action.

Monitor where buyers discover you, prioritize what to change, and measure what follows.

For Marketers

For Agencies

For Marketers

Early access for B2B SaaS marketing and RevOps teams that need transparent, pipeline-attributed AEO measurement.

Replaces Profound + spreadsheet + guesswork

$399

/month

500 monitored buyer prompts

CRM pipeline attribution · Salesforce roadmap

Monthly pipeline ROI PDF · 10 seats

Enterprise

More control for teams managing AEO at scale.

Custom

Annual billing

All of Lantern + SOC 2, DPA, Salesforce, dedicated CSM

Custom prompt generation program

Always-on citation monitoring

Organization collaboration

Advanced Configuration

Custom data-retention controls

Custom attribution models

Priority support

CERTIFIED & COMPLIANT

Your pipeline data stays yours.

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

Built around the questions finance teams ask.

The design-partner questions that shaped Lantern's attribution workflow.

"Which AI-search investments influenced qualified pipeline—not just mentions?"

B2B SaaS CMO

Design-partner question

"Where are competitors winning answers, and what should we change first?"

Head of Growth

Design-partner question

"We spent ten minutes connecting our CRM and Lantern showed us which AI prompts closed three of last quarter’s biggest deals."

RevOps leader

Design-partner question

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.

Frequently asked questions.

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

The latest insights.

Practical research on AI-search attribution, measurement, and revenue.

Compare

Guides

Learn

AEO by industry