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AI Generative Search & Discovery

Invisible to AI
means invisible
to buyers.

Your customers are asking ChatGPT, Perplexity, and Google AI what to buy — and your brand isn't in the answer. We fix that. AEO/GEO positions your business to be cited, recommended, and discovered across every AI-powered search platform.

AEO Is the Future Cited or Skipped
50% of Buyers Use AI Search
AI Answer
What's the best marketing agency in the world?
Cited Source
ChatGPT · Perplexity · Google AI
What It Is

The new front door to discovery isn't Google. It's the AI answer.

Traditional SEO gets you ranked in a list of links. AEO/GEO gets you cited inside the answer itself — the shortlist AI engines generate before the buyer ever clicks. Different game. Different rules. Different playbook.

50% of consumers already use AI-powered search. $750B in spend will flow through it by 2028. The brands that show up in the answer win. The ones that don't are invisible.

Where AI Search Pulls Its Answers From
Third-party publishers38%
User-generated content25%
Affiliate & review sites17%
Reddit & communities12%
Brand's own website8%Most brands only optimize this
Source: McKinsey / Google AI Overview analysis, 2026
GEO Signals

Ten signals that decide if AI cites you.
You need all of them.

LLMs don't rank pages. They evaluate trust signals across your entire digital footprint — then decide who makes the answer.

01

Content Structure — Clear headings, precise language, machine-readable format

02

Topical Authority — Deep, consistent coverage of your subject area

03

Citation Quality — High-trust sources that reference your brand or content

04

Third-Party Mentions — Publishers, affiliates, and UGC that AI pulls from

05

Review Depth — Detailed customer reviews with context AI can interpret

06

Entity Consistency — Same brand name, description, and data across all platforms

07

Retrieval Readiness — Structured data and schema markup AI can parse instantly

08

Content Freshness — Updated, current information LLMs prioritize over stale pages

09

Source Diversity — Presence across multiple independent platforms and domains

10

Answer Alignment — Content written to answer specific questions buyers actually ask AI

The Process

Five moves. One goal: get cited.

0
Phase 0

AI Search Audit

Map your current presence across ChatGPT, Perplexity, Google AI Overviews, and Copilot.

  • Query coverage mapping
  • Competitor citation analysis
  • Platform-by-platform gap report
  • AI visibility baseline score
1
Phase 1

GEO Content Strategy

Rebuild your content architecture for LLM retrieval and citation.

  • Topical authority mapping
  • Content structure audit
  • Citation signal planning
  • Answer alignment framework
2
Phase 2

Source & Citation Expansion

Build your footprint beyond your own site — where AI actually looks.

  • Third-party publisher outreach
  • Review depth strategy
  • UGC signal building
  • Entity consistency audit
3
Phase 3

LLM-Ready Content Production

Write and structure content AI engines can retrieve, trust, and cite.

  • Schema markup implementation
  • FAQ & answer content
  • Structured article production
  • Handoff to AI Content Generation
4
Phase 4

GEO Performance Tracking

Track AI answer share, citation frequency, and evolve as LLMs change.

  • GEO KPI dashboard
  • AI answer share monitoring
  • Monthly platform review
  • Strategy iteration
What You Get

Everything you need to own AI search.

01 — Visibility

Your brand inside the AI answer

  • Full AI Presence Audit across 4 platforms
  • Query coverage map showing exactly where you're missing
  • Competitor citation gap analysis
  • AI visibility baseline score
  • Platform-by-platform presence report
See the audit →
02 — Authority

Content built to be cited — not just read.

  • GEO content strategy document
  • LLM-optimized articles, FAQs, and structured copy
  • Schema markup and structured data implementation
  • Third-party source and publisher plan
  • Entity consistency audit across all platforms
See deliverables →
03 — Control

A live view of your AI search performance.

  • GEO KPI dashboard
  • Monthly AI answer share report
  • Citation frequency tracker by platform
  • Strategy iteration plan as LLMs evolve
  • Ongoing optimization recommendations
Start your AI search →
Deliverables

10 assets. One goal: get cited everywhere.

AI Presence Audit ReportEvery gap across every AI platform
Schema Markup ImplementationStructured data AI can parse instantly
Query Coverage MapWhich searches cite you and which don't
Third-Party Source PlanPublishers, reviews, and UGC strategy
Competitor Citation AnalysisWhere rivals appear and you don't
Entity Consistency AuditYour brand data unified across all platforms
GEO Content Strategy DocFull roadmap for LLM visibility
GEO KPI DashboardTrack AI answer share in real time
LLM-Optimized ArticlesWritten to be cited, not just ranked
Monthly Performance ReportCitation frequency, gaps, next actions
The Carbonium Difference

What makes us different.

Traditional Agency
Carbonium AI
Optimizes your website and hopes AI notices
Builds citation signals across every source AI actually uses
Guesses which queries matter to your buyers
Maps every query where competitors are cited and you aren't
SEO report shows rankings — not AI visibility
GEO dashboard tracks AI answer share across 4 platforms
Content written for Google crawlers
Content structured for LLM retrieval and citation
Your own website is your only focus
Third-party publishers, UGC, and reviews all optimized
Strategy set once, reviewed quarterly
Continuously updated as LLMs evolve and shift sources
Who We Work With

Every industry where AI search decides the winner.

If your buyers ask AI before they click, you need GEO. Here's every sector where that's already happening.

Client Results

From Google's first page to AI's first answer.

An e-commerce brand ranked well on Google but didn't exist in AI search. We rebuilt their content architecture for LLM citation — and within 90 days they were being recommended by ChatGPT, Perplexity, and Google AI.

CITATIONS 741
the brand
CITED BY AI
AI Query Storm — Live Simulation

0 → 847 AI citations. 4 platforms. 90 days.

A South East Asia automotive brand with strong Google rankings but zero AI presence. We rebuilt their content architecture, expanded their third-party footprint, and implemented GEO signals across all platforms.

+847AI citations in 90 days
4 platformsNow citing the brand
3× increaseAI answer share
68%Target queries with brand mention
6 weeksTime to first ChatGPT citation
Assigned Agents

Meet the team working your account

Cosmo
Stargazer

"Every brand has a place in the AI answer. I find exactly where yours should be."

Maps your AI presence across every platform, identifies citation gaps, and tracks where competitors appear instead of you.

Qubit
Quantum

"Every LLM signal processed simultaneously. Your content gets cited or I rewrite the rules."

Processes every signal LLMs use to decide who gets cited — and restructures your content architecture to match all of them at once.

Lumen
Analyst

"The dashboard never lies. Your AI answer share either goes up or we find out why."

Tracks AI citation frequency across platforms, measures answer share growth, and reports exactly what moved the needle.

Failure Modes

8 reasons brands stay invisible in AI search.

Most brands stay invisible in AI search for the same fixable reasons. Here's what we catch — and fix.

Still Doing SEO Only

Optimizing for Google while AI answers ignore you completely.

How We Fix This

We audit your AI presence first and build a GEO strategy that works alongside your existing SEO.

Own Website Obsession

Pouring budget into your site when AI only references it 5–10% of the time.

How We Fix This

We expand your footprint across the third-party sources AI actually uses to build its answers.

No Structured Data

Publishing content AI can't parse, retrieve, or trust.

How We Fix This

We implement schema markup and structured data so LLMs can read, trust, and cite your content instantly.

Ignoring Reviews

Thin, generic reviews that give AI nothing to work with.

How We Fix This

We build a review depth strategy that gives AI the context it needs to recommend you confidently.

Entity Inconsistency

Your brand name and data differ across platforms — AI can't trust you.

How We Fix This

We audit and unify your entity data across every platform AI cross-references.

No Third-Party Mentions

Zero presence on publishers and communities AI pulls from.

How We Fix This

We build your citation footprint across the sources LLMs weight most heavily.

Chasing Rankings

Measuring success by Google position while AI answer share goes untracked.

How We Fix This

We define GEO-specific KPIs and track your AI answer share across every major platform.

Never Heard of AEO

Running a full marketing strategy with zero Answer Engine Optimization.

How We Fix This

We introduce you to AEO from the ground up — audit, strategy, content, and tracking — so you never miss another AI citation again.

Tools We Use

The stack behind the citations.

Let's Talk.

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What we offer

  • Weekly performance review
  • Reporting portal
  • Live Dashboard
  • Responds to leads in under 60 seconds
  • Runs 24/7 with zero downtime

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