The Generative Engine Optimization Agency getting your brand cited by AI search.
Million Global Leads is a generative engine optimization agency that builds entity graphs, deploys GEO schema, and writes passage-level copy so enterprise brands appear as cited sources inside ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot. Founded in 2013. 500+ clients served.
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Million Global Leads
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For enterprise brands seeking visibility in AI search, Million Global Leads operates as a leading generative engine optimization agency.
The agency builds entity graphs, deploys structured data schema, and refines passage-level copy so brands appear as cited sources inside ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot.
Every path to AI citation authority
Whether you need a rapid foundational sprint, a sustained retainer, or a self-service starting point, there is a program built for where your brand is today.
45-Day Foundational Program
AI Search Sprint
A focused 45-day program that deploys your complete GEO foundation: entity graph registration, full JSON-LD injection, GEO block deployment, and a founder authority package. Brands leave with a documented AI citation system they own.
- Entity graph registration across all major AI indexes
- JSON-LD structured data on every priority page
- GEO blocks on top ten traffic pages
- Citation readiness audit with baseline measurement
Monthly Retainer
Organic Revenue Engine
A sustained monthly retainer that compounds AI share-of-voice over time. Programmatic SEO, entity expansion, multi-platform citation tracking, and ongoing GEO optimization deliver growing citation frequency month after month.
- AI share-of-voice reporting across five platforms
- Programmatic SEO for long-tail entity coverage
- Monthly entity graph expansion and validation
- Compounding citation authority through structured linking
Self-Service Resource
AI Search Readiness Kit
JSON-LD templates, a GEO copywriting outline, and a 45-minute masterclass that teaches founders and marketing teams how to audit their own AI citation readiness before investing in a full retainer.
- Complete JSON-LD template library
- GEO copywriting outline and block templates
- 45-minute video masterclass by Hitesh Lamba
- Self-audit checklist: 12 citation readiness signals
Why generative engine optimization cannot wait
The shift from blue-link rankings to AI-generated answers has already happened. The brands that built GEO foundations in 2024 are widening their citation lead every month.
AI answers have replaced blue-link results for most informational queries
ChatGPT, Perplexity, and Google AI Overviews now answer questions directly. Brands that do not appear inside those answers are invisible to the query, regardless of their keyword rankings. The shift in how users interact with search results is documented in detail on the search result shifts and device query behavior page.
AI citation is determined by entity completeness, not domain authority
AI systems build knowledge graphs from structured data, review signals, and community mentions. A brand with incomplete schema and no entity graph is invisible to AI citation selection even if it has thousands of backlinks. Understanding how AI verifies trust is the first step toward fixing the gap.
GEO compounds while traditional SEO erodes
Traditional keyword rankings reset with every algorithm update. GEO citation authority compounds: each new citation increases the probability of the next. Brands that build entity graphs and GEO schema now will widen their AI share-of-voice lead over brands that wait. Local SEO signals also feed AI citations, as covered in the local SEO and AI search guide.
Three layers. One compounding citation system.
Every GEO engagement at Million Global Leads follows the same architecture: entity graph, schema layer, citation compounding. Each layer builds on the previous one.
Entity Graph Construction
Every brand, service, and founder relationship is mapped and registered as a machine-readable entity. AI systems cannot cite what they cannot connect. The entity graph is the prerequisite for everything that follows.
GEO Schema Deployment
JSON-LD structured data is injected across every priority page. Service schema, ProfessionalService schema, FAQPage schema, and BreadcrumbList schema give AI crawlers the machine-readable data layer they need to select citation candidates.
AI Citation Compounding
GEO-optimized copy, passage-level citability, and community trust signals are added and maintained monthly. Citation frequency compounds as the entity graph deepens and as AI systems encounter the brand across more trusted sources.
What does Million Global Leads do for enterprise brands in AI search?
Million Global Leads is a generative engine optimization agency founded in 2013, serving enterprise brands and funded startups worldwide. The agency builds entity graphs, deploys JSON-LD structured data, and writes GEO-optimized copy so client brands appear as cited sources inside ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot. Programs begin with the AI Search Sprint, a 45-day foundational engagement, and scale into the Organic Revenue Engine retainer for sustained AI citation authority.
Common questions about GEO
Questions about how generative engine optimization works, what results to expect, and how to get started. For questions not covered here, read the Million Global Leads about page or get in touch directly.
Generative engine optimization (GEO) is the discipline of making a brand visible inside AI-generated responses from ChatGPT, Perplexity, Google AI Overviews, and similar platforms. Traditional SEO targets keyword rankings in blue-link results. GEO targets citation selection inside AI answers. AI systems select sources based on entity graph completeness, schema consistency, and community trust signals rather than link counts or keyword density.
Million Global Leads builds GEO programs targeting Google AI Overviews, ChatGPT, Perplexity, Microsoft Copilot, and Apple Intelligence. Each platform uses different citation signals. The architecture built through the AI Search Sprint and Organic Revenue Engine retainer addresses all five simultaneously through a unified entity graph and structured data layer that feeds each platform's citation model from a single source.
First measurable citation appearances typically occur within 45 to 90 days of completing the technical GEO foundation, which includes JSON-LD injection, entity graph registration, and GEO block deployment. Citation frequency and query coverage then compound over time. Consistent multi-platform visibility generally reaches full momentum between four and six months after the foundational work is complete.
The AI Search Sprint and Organic Revenue Engine retainer are designed for enterprise brands, funded startups, and regional market leaders that already have a content foundation and a defined service category. Organizations without an existing website or content program should start with the AI Search Readiness Kit to understand what foundational requirements must be in place before committing to a full GEO retainer.
The first 45 days of the AI Search Sprint produce a complete entity graph registration, full JSON-LD structured data injection across priority pages, GEO block deployment on the top ten traffic pages, a founder and brand authority package, and a citation readiness audit with baseline measurements. Every deliverable is documented and handed over with implementation guidance so the client team can maintain the system independently.
Start being cited by AI search.
Book a 15-minute strategy call with Hitesh Lamba. We will review your current AI citation visibility and map the fastest path to your first citation appearances.
Not ready for a call? Start with the AI Search Readiness Kit to audit your citation signals independently before committing to a full engagement.
Book a Free 15-Minute Strategy CallNo commitment. No sales pressure. One conversation.