Answer Engine Optimization · AEO / GEO

Be the answer
AI gives.

Lumio monitors and improves your brand's visibility in AI search. Measure where you stand across ChatGPT, Perplexity, Gemini and Claude — with statistical confidence — then deliver optimized content to AI agents and prove the lift.

Free forever to start · confidence intervals & CSV export included

A real reading (example)ChatGPT · Perplexity · Claude
Visibility
42
/ 100 · grade C
Acme appears in 42% of AI answers, #1 of 4 tracked.
AI Answer Presence 42%Named in ~4 of 10 answers — top-of-mind.
Source Citations 6%Mentioned, but rarely linked — your biggest opportunity.
Citation Share vs Rivals 18%Most cited sources still aren't yours.
Measured acrossChatGPTPerplexityGeminiClaude
4
AI engines monitored
95%
confidence intervals
1-click
content drafted
Auto
lift re-measured
The platform

Monitor. Optimize. Deliver.

Everything you need to win AI search — measurement you can trust, the exact moves to make, and content delivered straight to the agents.

Monitor

Track where your brand shows up across AI answers — Share of Voice, citations, sentiment, and competitive presence — with statistical confidence.

  • Prompt & topic tracking
  • Citation analysis
  • Competitive benchmarking

Optimize

Turn the data into one Visibility Score and a prioritized list of the exact moves to make — then draft the optimized content in one click.

  • Red/Yellow/Green gaps
  • Quantified, ranked actions
  • AI-drafted, source-marked content

Deliver to agents

Publish machine-readable pages served to verified AI retrieval bots at the edge — humans and search engines still get your normal site.

  • Agent Experience (AXP)
  • Cloudflare worker or hosted
  • Auto-verified lift
Diagnose

One Visibility Score, not a wall of metrics.

We roll Share of Voice, citations and competitive rank into a single graded score — with a plain-English headline anyone on your team understands in ten seconds.

  • Graded score with a transparent formula
  • Competitive rank vs named rivals
  • Per-engine breakdown + history over time
A real reading (example)ChatGPT · Perplexity · Claude
Visibility
42
/ 100 · grade C
Acme appears in 42% of AI answers, #1 of 4 tracked.
AI Answer Presence 42%Named in ~4 of 10 answers — top-of-mind.
Source Citations 6%Mentioned, but rarely linked — your biggest opportunity.
Citation Share vs Rivals 18%Most cited sources still aren't yours.
Act

The exact moves to make — quantified.

Every gap becomes a prioritized action with the projected lift and a one-click draft. No guesswork, no fabricated stats.

  • Ranked by impact, with projected points
  • One click drafts the page (BLUF, FAQ schema, sources)
  • Unverified claims auto-flagged for review
Your top moves
1  Win the “workflow automation” conversation
29% → target ~75% · projected +11 pts
2  Ship a comparison page
vs the tools AI currently names · +47 pts on topic
3  Become a citable source
92% of citations go to third parties · +9 pts
Deliver & verify

Optimized pages, served to the agents.

Publish a machine-readable version of your content that verified AI retrieval bots receive at the edge — humans and search engines keep your normal site. Then Lumio re-measures and reports the realized lift automatically.

  • Cloudflare worker or fully-hosted (no infra)
  • Content negotiation, never cloaking
  • Auto-verified on the next scheduled run
Delivered to AI agents
/ai/workflow-automation ● live

Served to verified retrieval bots at the edge.

Re-measured: presence 29% → 41%.
Buyer's guide

What to look for in an AEO platform

The eight things that separate a real AI-search platform from a dashboard of vanity metrics.

Cross-engine coverage
Measure ChatGPT, Perplexity, Gemini and Claude — not just one.
Prompt-level tracking
See exactly which questions you win and which you miss.
Statistical confidence
Every metric ships a 95% CI and a 'did it really change?' verdict.
Citation mapping
Owned vs competitor vs third-party — who AI actually links.
Competitive benchmarking
Your rank vs named rivals on every topic.
Actionable recommendations
Prioritized, quantified moves — not a wall of metrics.
Agent delivery
Serve optimized content to retrieval bots, not just report gaps.
Verified lift
Re-measure automatically and prove the change.
How it works

Measure → Score → Act → Deliver → Verify

A closed loop that actually does the work — and learns what moved the needle.

  1. MeasureAdaptive sampling across AI engines — every metric with a 95% confidence interval.
  2. Score & diagnoseOne Visibility Score + grade, competitive rank, and what each number means in plain English.
  3. ActPrioritized, quantified moves; one click drafts the content (with sources, marked to verify — never fabricated).
  4. DeliverPublish an optimized, structured page served to AI retrieval bots at the edge.
  5. VerifyRe-measure automatically and report the realized lift; the engine learns what worked.
Built on rigor

Trustworthy by construction

Trustworthy by default

Every metric ships with a confidence interval and a real-change verdict — not a decimal that swings on noise.

Never fabricated

AI-drafted content marks any unverified stat or quote for you to confirm. We don't invent facts.

First-party truth

We fuse verified AI-bot crawl logs with synthetic probing — what's actually fetched, not just what might be said.

Pricing

Start free. Scale when it pays off.

Free forever to start — confidence intervals, prioritized actions and CSV export included.

Free
$0 forever
  • 1 brand, 50 prompts
  • Visibility Score + CIs
  • CSV export
Growth
$199 /mo
  • 10 brands, daily refresh
  • Deliver to agents (AXP)
  • Auto-verify lift
Enterprise
Custom
  • SSO + RBAC
  • Multi-brand / region
  • SOC 2, DPA, SLA

See full pricing & features →

FAQ

Answer Engine Optimization, explained

What is Answer Engine Optimization (AEO)?

Answer Engine Optimization (AEO) is the practice of optimizing your brand and content so AI answer engines — ChatGPT, Perplexity, Gemini and Claude — mention, cite and recommend you in their answers. It's the AI-era successor to SEO, also called Generative Engine Optimization (GEO).

How is AEO different from SEO and GEO?

SEO ranks you in a list of blue links. AEO / GEO gets you named inside the AI's answer itself. Lumio measures and improves your presence in generative answers, not just search rankings.

How does Lumio improve my AI search visibility?

It measures your Share of Voice and citations across AI engines with 95% confidence intervals, scores it, tells you the highest-impact moves, generates the optimized content, delivers it to AI retrieval bots at the edge — then re-measures to verify the lift.

How do I get my brand cited by ChatGPT or Perplexity?

Be present and citable on the topics buyers ask about: publish structured, fact-dense, quotable content and earn third-party coverage AI already trusts. Lumio identifies exactly which topics you're missing and drafts the pages to win them.

Which AI engines does Lumio measure?

ChatGPT, Perplexity, Gemini and Claude today, via both API and real consumer-surface probing — with more engines added over time.

Start being chosen by AI.

Free forever to start. No card. See where you stand in minutes.