The only AEO tool that proves it paid back.
Track citations across every AI engine. Tie every citation to pipeline in your CRM.
Ship a monthly ROI report your CFO signs off on. Pillar 1 of a three-product platform — Ads and Sense in early access.
FOR
Monitor every engine, instantly.
Connect your site, add prompts, or paste a URL. Lantern tracks every citation across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok — with 25× daily sampling. Then maps each citation to the prompt that triggered it, so you know which queries win citations on which engines, and which your competitors dominate.
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. Share-of-voice, sentiment analysis, and competitor benchmarking out of the box — plus the CRM-attached attribution engine no monitoring dashboard ships.
PIPELINE ROI REPORT
Turn every citation into a board number.
One-page monthly PDF. Share-of-voice, citation trend lines, and engine breakdowns —
plus the pipeline dollars attributed to AI-referred sessions in your HubSpot. The artifact your CFO signs off on at renewal.
FOR
See every ad working against you.
Sense simulates entire populations to predict how customers, employees, and markets respond to change.
LANTERN ADS · EARLY ACCESS
Every ad. Every engine. One queue.
See every campaign driving your traffic — paid search, social, AI-sponsored placements. See every competitor campaign running and why it's working. Pipe the signal back into your CRM attribution. Approve, kill, or archive from one inbox. Launching Q3.
Work together. Win citations faster.
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
See which queries your competitors dominate in AI answers — and which pipeline dollars they're converting that should be yours. Revenue mapping, not just visibility charts.
Engine Match
Every citation lands in your inbox — with the HubSpot contact, opportunity, and pipeline dollars it touched. Not a weekly digest. Not a dashboard you have to log in to.
Pricing
Pricing that reflects higher-order value.
Above Profound. Because proof is worth more than a dashboard.
CERTIFIED & COMPLIANT
Your pipeline data stays yours.
SOC 2 Type I in progress. Your AI citations, HubSpot pipeline, and CRM data never train third-party models. EU data residency option on request.
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
Loved by teams who build the future.
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.
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 a HubSpot opportunity 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 Pillar 1 of a three-product platform: Ads (competitor + AI-surface ad intelligence) and Sense (pre-launch market simulation) are in early access now.
How fast is Lantern to deploy?
Connect HubSpot + 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.
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