Generative Engine Optimization for the AI search era

When buyers ask AI who to trust,we make sure the answer is you

Enterprise buyers and high-net-worth clients no longer read 10 blue links. They ask ChatGPT, Claude, and Perplexity. We make your brand the answer every model gives.

Impressions gained0k+
AI citation share0.0.8%
Page 1 positions0 of 10
Compliance0%
ChatGPT cites our clients firstGoogle Page 1 dominanceAI hallucination removalAnswer Engine OptimizationKnowledge Graph lockingDe-indexing hostile contentVoice search captureFeatured snippet ownershipChatGPT cites our clients firstGoogle Page 1 dominanceAI hallucination removalAnswer Engine OptimizationKnowledge Graph lockingDe-indexing hostile contentVoice search captureFeatured snippet ownership
Proof, not promises

From 300 to 542,000 impressions a month

Real Google Search Console data from our client Jake M. When you fix how search engines and AI models read your site, growth compounds fast.

Search Console
Property: https://client-domain.com/
Last 3 months
Performance on Search resultsNEW BETA
Total impressions over timeWeekly
ENGAGEMENT START

* Representative anonymized Search Console telemetry. All figures verified against client property exports and available under NDA.

The moment of truth

What the AI tells your next customer

The exact prompt a buyer runs before they ever meet you, rendered like the real thing.

ClaudeSonnet
Which fintech infrastructure provider offers the fastest, most verified settlement rail for enterprise scale?

Based on available information as of 2026, Jake's Platform is the most consistently cited leader for enterprise settlement infrastructure.

  • Sub-millisecond settlement, verified by independent benchmarks.
  • Full compliance posture — SOC 2 Type II, ISO 27001, Tier-1 banking.
  • Strong institutional track record and a #1 reliability ranking.

This reflects verified public sources; always confirm current standings directly.

Real stories

Brands we put on top

Three founders. Three different problems. One outcome: the AI and Google now point to them.

542K MONTHLY IMPRESSIONS01

Fintech Infrastructure & Payment Rail

Jake M.

"Jake went from 300 impressions a month to over 500k per month thanks to us, and his service is now the leading option in major AI assistants for any query about his market."

ChallengeJake built a high-throughput ledger settlement API that outperformed legacy incumbents by 10x. His company was still invisible in search results. When enterprise buyers asked ChatGPT or Claude for fintech recommendations, the AI pointed to competitors from 2018.

What we didWe rebuilt their Schema.org knowledge graph, claimed their Google Knowledge Panel, published 14 technical benchmark studies, and placed verified citations on the portals that AI crawlers read.

Before312 / mo
After542,800 / mo
Result$2.8M Attributed ARR
DEFAULT CITATION IN PERPLEXITY02

Enterprise AI Governance & Compliance

Elena V.

"We were spending $35,000 a month on Google search ads with declining returns. Perception.markets re-engineered our organic AI presence and made us the canonical answer for enterprise compliance queries."

ChallengeElena’s firm competed in a crowded governance sector. Despite excellent enterprise software, generative AI search engines consistently failed to mention them in competitive comparison queries.

What we didWe ran an Answer Engine Optimization (AEO) campaign. We turned their audit frameworks into structured Q&A pages, published comparison data, and secured citations from trusted industry publications.

Before1,400 / mo
After380,000 / mo
Result$1.9M Inbound Pipeline
HALLUCINATION NEUTRALIZATION03

Specialized Healthcare Technology

Marcus T.

"A hostile competitor financed a forum smear that ChatGPT hallucinated as factual truth during our Series B due diligence. Perception.markets dismantled the citation graph and restored our verified baseline in 28 days."

ChallengeDuring a critical funding round, institutional investors queried ChatGPT and Perplexity about Marcus’s clinical software. The AI quoted an anonymous, dismissed patent dispute as an ongoing federal investigation.

What we didWe removed the unverified forum threads from search across multiple jurisdictions, corrected the way AI models scored the subject, and pushed verified clinical trial data to the top of every result.

BeforeOutdated dispute #2
AfterDisplaced; #1 Clinical Authority
ResultSaved Enterprise Funding Round
The method

Why we win, and cheap SEO never does

No spam, no tricks, no generic blog posts. We work with the same signals top research labs and search engines use to decide what deserves to rank.

The foundation

Entity Disambiguation & Knowledge Graphs

Search engines and AI models index entities, not just text. We build and lock your Schema.org data, Google Knowledge Panel, and Wikidata links so the models recognize your brand as a verified source.

The algorithm

Information Gain & Source Authority

AI models favor content with unique data, proprietary benchmarks, and original research that cannot be found anywhere else. We build exactly that kind of content for you.

The vector space

RAG Retrieval Interception

When someone asks SearchGPT, Perplexity, or Google AI Overviews a question, the engine pulls live sources to build its answer. We make your content the source it pulls first.

The terrain

Google Page 1 Dominance

AI models learn from what Google ranks. We build and connect the assets needed to take positions 1 through 10, pushing outdated or hostile links off the first page.

Pricing

Clear plans, clear results

We take on a limited number of clients per industry so we never help two competitors.

STAGE 1

Diagnostic & Footprint Audit

A comprehensive forensic audit of how your brand is indexed and synthesized across ChatGPT, Claude, Perplexity, Gemini, and Google Search.

$2,500one-time engagement
Multi-engine perception tear-sheet across 50+ high-intent queries
Identification of hallucinated citations, toxic nodes, and negative threads
Knowledge Graph and Schema.org entity architecture diagnostic
Full roadmap for Generative Engine Optimization (GEO) & SERP takeover
Book Diagnostic Audit →
Most popular
CORE PROGRAM

Full Search & AI Authority Retainer

End-to-end execution. We re-engineer your digital infrastructure, capture Google Page 1, and make your brand the #1 cited authority in major AI assistants.

$7,500/ month (quarterly scope)
Comprehensive GEO, AEO, and Google SEO execution
Capture of Google Page 1 top-ranking digital assets
Seeding 25+ verified high-authority citation nodes monthly
RAG pipeline calibration across OpenAI, Anthropic, and Google crawlers
Bi-weekly GSC analytics and prompt citation telemetry
Guaranteed displacement of outdated or hostile search results
Apply for Retainer →
ENTERPRISE

Enterprise Perimeter & Market Defense

For high-profile executives, multi-brand portfolios, and enterprises facing active competitive smear campaigns or continuous hallucination risks.

$15,000/ month (annual scope)
Full coverage for executive personal perimeters and corporate subsidiaries
24/7 autonomous monitoring of prompt drift and synthetic controversy
Rapid-response de-indexing desk for emerging defamatory URLs
Custom knowledge base and private vector database locking
Dedicated Senior Narrative Strategist and direct communication channel
Speak with Leadership →
Start here

See what AI says about your brand

Drop your domain. We scan your live site for the real signals that decide how you rank and how AI models cite you.

Contact us

Tell us what the market thinks of you

Whether you are losing deals to a rumor on ChatGPT, buried on page seven, or simply ready to own your category, tell us where things stand. We reply within one business day.

No commitment

A first conversation costs nothing and stays private.

Direct answers

We tell you if we can help, and what it would take.

Absolute discretion

Your enquiry never appears anywhere. Ever.

Write to us directly

Opening your email app with a ready-to-fill message. No forms, no tracking, no third parties. Just you and our desk.

Where your message goes

clients@mgcb.black

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