Citation audits
Mapping the real questions buyers ask AI tools, recording which sources get cited today, and turning that into a prioritized gap list a business can act on.
GEO Expert
Hi, I'm Aman Bohra.
Aman Bohra is a Generative Engine Optimization (GEO) expert and the founder of Lumecite. He specializes in increasing brand visibility across LLMs and AI answer engines — ChatGPT, Perplexity, Claude, and Google AI Overviews — so businesses get cited in the answers their buyers actually read.
About Aman Bohra
Aman Bohra gets brands cited by AI. He spent years inside the content and creator economy, building audiences and watching how people actually find and trust brands. When that search behaviour moved into AI tools — where a single generated answer decides which businesses get named — he built Lumecite around the shift.
His approach is an engineer's, not a marketer's: understand how the system chooses before trying to influence it. That means studying how answer engines retrieve and corroborate sources, which trust signals each engine weighs, and why two brands with identical rankings can have completely different AI visibility. The method is documented openly across Lumecite's guides — what GEO is, how it differs from SEO, and the seven-step citation process he uses with clients.
He proved the method first where the stakes were personal: his family's books and stationery store, Aman Enterprises (rcmworld.com), went from absent in ChatGPT and Perplexity answers to cited as a recommended store in under 30 days.
Specialization
What Aman focuses on
Generative Engine Optimization for large language models: getting brands retrieved, trusted, and named when AI assembles an answer.
LLM retrieval research
Studying how answer engines retrieve, corroborate, and attribute sources — which trust signals move a brand from invisible to cited, engine by engine.
Extractable content & schema
Restructuring pages so the direct answer sits in the first sentences, backed by static structured data AI crawlers can parse and attribute cleanly.
Earned third-party presence
Winning accurate mentions in the directories, review platforms, comparisons, and communities that AI engines already trust for a given market.
How he thinks about GEO
Just as Google shaped the last era of search with PageRank, every LLM provider now applies its own retrieval, trust-scoring, and reranking layer to decide which sources surface in an answer. Effective GEO starts from how those systems actually evaluate content: whether a page is retrievable and extractable, whether independent sources corroborate the brand's claims, and whether the brand's facts stay consistent everywhere they appear.
That's why Lumecite's process starts with measurement rather than promises — a citation audit that records what the engines actually cite today, so every recommendation traces back to observed behaviour instead of theory. The same standard applies to this site: it practices the structured data, answer-first writing, and transparent authorship it sells.
Frequently asked questions
Who is Aman Bohra?
Aman Bohra is a Generative Engine Optimization (GEO) expert and the founder of Lumecite, a GEO agency. He helps businesses get cited and recommended inside AI-generated answers from ChatGPT, Perplexity, Claude, and Google AI Overviews by combining structured data, answer-first content, and earned third-party mentions. Before Lumecite, he spent years in the content and creator economy studying how people find and trust brands online.
What does a GEO expert do?
A GEO expert gets brands named inside AI answers. The work includes auditing which sources AI tools currently cite for a market, mapping the gaps where a brand should appear but does not, making the brand’s own pages cleanly extractable with structured data and answer-first writing, and earning accurate mentions in the third-party sources AI engines retrieve from. Success is measured in citations — how often the AI names the brand — rather than search rankings.
What results has Aman Bohra delivered with GEO?
Aman Bohra’s first documented GEO result is Aman Enterprises (rcmworld.com), a books and stationery store that went from completely absent in ChatGPT and Perplexity answers to cited as a recommended store in under 30 days after his citation audit and gap-closing work. It is openly disclosed as his family’s store — the business he proved the method on before taking it to clients.
How can I work with Aman Bohra?
Email hello@lumecite.com to request a free citation audit. Aman personally maps where AI tools cite your competitors for your buyers’ real questions and sends back a prioritized gap list — no pitch, no obligation. Ongoing engagements through Lumecite are founder-led: the person doing the audits and building the citations is the person you talk to.
Get started
Book a free citation audit.
Book a free 30-minute call. We'll walk through where AI tools cite your competitors today, and exactly what it takes to get your brand named instead. No pitch, no obligation.
Book a free audit
Prefer email? hello@lumecite.com
A 30-minute call on your calendar. Beforehand we map where AI cites your competitors — so we talk about your gaps, not a generic pitch.