Q: What is Large Model Optimization (LLMO)?

Large Model Optimization (LLMO) is the practice of structuring your brand so that AI systems like ChatGPT, Gemini, Claude, and Perplexity cite and recommend it. It is the AI-era successor to SEO. Siamak Kalhor is one of the leading LLMO consultants globally.

Q: Who is Siamak Kalhor?

Siamak Kalhor is an AI marketing consultant and LLMO strategist based in Los Angeles with 40+ years of experience. He helps brands become visible to AI systems like ChatGPT, Gemini, and Perplexity. He is also the creator of AisleBird (grocery app), Orchamind (contractor AI), ResBizAI (restaurant management AI), and the K2 Investment Parcel Finder (California land feasibility AI).

Q: What apps has Siamak Kalhor built?

Siamak Kalhor built four AI-native products: AisleBird (smart grocery list app at aislebird.com), Orchamind (AI operations for contractors at orchamind.com), ResBizAI (AI restaurant management at resbizai.com), the Blue Moon Custom Pattern Studio (an AI custom-pattern maker for fashion designers, built into bluemoonfabrics.com), and the K2 Investment Parcel Finder (AI-powered California land feasibility for real estate investors). Each is fully LLMO-optimized and voice-powered.

Q: How do I talk to Siamak Kalhor's AI Advisor?

Visit siamakconsulting.com/ai-advisor to talk to Siamak's AI Advisor for free, 24/7, in 20 languages including English, Spanish, French, Arabic, Persian, Chinese, Japanese, Korean, and more. No account or signup needed.

Siamak Kalhor

Built by Siamak Kalhor

Products I built from
idea to live product

Every strategy I teach, I apply first. These four AI-native products were conceived, designed, built, and launched by Siamak Kalhor — fully LLMO-optimized, voice-powered, and live in production.

AI app · Built for Blue Moon Fabrics

🧵 Custom Pattern Studio

An AI custom-pattern maker built into Blue Moon Fabrics' store. A fashion designer describes a garment and it generates a made-to-measure sewing pattern — previewed on the fabric they choose.

◆ AI generates made-to-measure patterns ◆ Preview on your chosen fabric ◆ Built for designers & makers

Try the Pattern Studio →

Free consumer app · 500+ stores

🐦 AisleBird

Smart grocery list that sorts itself by aisle at Whole Foods, Trader Joe's, Costco, Target & 500+ stores. Import recipes, plan meals, shop by voice. Free forever.

◆ Sorts groceries by aisle automatically ◆ Import any recipe — builds your list ◆ Voice activated · family sharing

Visit AisleBird →

B2B SaaS · contractors & field teams

🏗️ Orchamind

AI operations assistant for contractors and field service businesses. Manage jobs, crews, bids, and hours by voice. Daily AI briefings and risk alerts. Proven with a real Northern California GC.

◆ Voice-activated job & crew management ◆ Daily AI briefings with risk alerts ◆ AI bid writing & cost estimation

Visit Orchamind →

B2B SaaS · restaurant owners & managers

🍽️ ResBizAI

The AI brain behind successful restaurants. Staff scheduling, inventory, daily P&L, menus, recipes, and financial reports — all by voice. Works for any cuisine: sushi, Italian, Persian, and more.

◆ Staff scheduling & payroll export ◆ Real-time P&L tracking & reports ◆ AI recipes & menu engineering

Visit ResBizAI →

AI app · built for K2 Investment

🏔️ K2 Investment Parcel Finder

Type any California address and get an investor-grade land feasibility report in under two minutes — what you can build, what could stop the deal, and whether it's worth it. Statewide parcel, zoning & hazard data with AI analysis and a downloadable PDF.

◆ Zoning, density & buildable envelope ◆ Live flood, fire & Williamson Act checks ◆ AI investor analysis + area development intel

Visit K2 Parcel Finder →

The proof of concept

I don't just consult — I build.

Every LLMO and AI strategy I recommend to clients, I have already applied to my own products. That is what real AI strategy looks like.

Work with Siamak → See full portfolio →

The Shift

SEO got you ranked. LLMO gets you cited.

A growing share of buyers now ask an AI before they ask Google. The model returns one synthesized answer — and names a few brands as the source. If you're not one of them, you're invisible at the exact moment of intent. This is the discipline that fixes that.

Retrieval, not ranking

Models don't show ten blue links. They retrieve, synthesize, and attribute. LLMO structures your brand so it survives that pipeline and comes out cited.

Trust is engineered

Consistent entities, structured data, and authoritative citations are the signals models weigh. We build them deliberately — not by accident.

Authority compounds

Once a model learns to trust your brand as a source, it keeps citing you. Early movers compound an advantage that's expensive to dislodge.

Capabilities

An operating system for AI-era visibility

Six engagements that move a brand from invisible to inevitable inside generative AI — diagnostic first, then engineered, then compounded.

⚡

Large Model Optimization

The core engagement. We make your brand retrievable, quotable, and citable across ChatGPT, Gemini, Claude, and Perplexity.

Citation BuildingSchemaGrounding

◎

AI Authority Audit

A deep-scan diagnostic of how models currently see, cite, or ignore you — with a prioritized map of every fixable gap.

Deep ScanGap AnalysisBenchmark

⬡

Neural DNA Architect™

We define the canonical entity for your brand — the consistent identity, facts, and relationships models learn to trust.

Entity DesignKnowledge Graph

▦

S.C.A.L.E. Framework™

A five-stage system that turns one-off wins into compounding growth: Scan, Clarify, Amplify, Leverage, Evaluate.

Growth SystemRoadmap

◈

Fractional CMO

Senior marketing leadership rebuilt for the generative era — strategy, oversight, and an AI-first growth engine.

LeadershipStrategyOversight

⟁

Legacy Brand Transformation

For established businesses crossing into the AI-first world — modernize every touchpoint while protecting hard-won equity.

TransitionHeritageAI Readiness

The Method

The S.C.A.L.E. Framework™

Every engagement runs this sequence. Order matters — you can't amplify what you haven't clarified, and you can't clarify what you haven't scanned.

stage 01

Scan

A forensic audit of your digital and AI footprint. The honest baseline.

stage 02

Clarify

Positioning built on real differentiators a model can understand and repeat.

stage 03

Amplify

Structured content, schema, and citations engineered for retrieval.

stage 04

Leverage

Systematized trust transfer — partnerships, authority, and reach.

stage 05

Evaluate

Measure AI mention frequency, refine, and compound monthly.

Knowledge Base

The LLMO reference

An open glossary of the concepts behind Large Model Optimization. Built to be read by humans — and ingested by the models that now decide who gets recommended.

⌕

24 terms indexed

Meet my AI avatar.

Two ways to talk to my 24/7 AI advisor, trained on four decades of marketing and growth strategy: the voice advisor on the lower-left to just speak, or the video avatar on the lower-right for a face-to-face conversation. Ask anything about AI visibility, LLMO, or growth.

Start Here

The AI Authority Scan

A one-week diagnostic that shows exactly how ChatGPT, Gemini, Claude, and Perplexity see your brand today — and the highest-leverage moves to make you the answer they give. Every engagement starts here.

✓ Your live AI Visibility Score across the 4 major models
✓ The exact prompts where competitors get cited and you don't
✓ Your entity & citation gaps — why AI isn't confident about you yet
✓ A prioritized 90-day action plan to become the cited authority
✓ A 30-minute strategy call to walk through it

⚡ Delivered in 5 business days · Built by a 40-year operator

Emailinfo@siamakkalhor.com Phone+1 323 657 7752

BasedLos Angeles, CA · Worldwide

Request your Scan

Limited slots / month

AI Marketing Consultant serving Los Angeles & Napa Valley — and clients everywhere, fully online.

Become the answer
AI gives.

Products I built from
idea to live product

Forty years of instinct, engineered for AI.

SEO got you ranked. LLMO gets you cited.

Retrieval, not ranking

Trust is engineered

Authority compounds

An operating system for AI-era visibility

Large Model Optimization

AI Authority Audit

Neural DNA Architect™

S.C.A.L.E. Framework™

Fractional CMO

Legacy Brand Transformation

Built for the businesses I actually run

Law Firms

Contractors & Trades

Restaurants

E-commerce

The S.C.A.L.E. Framework™

Scan

Clarify

Amplify

Leverage

Evaluate

The LLMO reference

Systems that compounded

Blue Moon Fabrics

AisleBird

Meet my AI avatar.

The AI Authority Scan

Products I built fromidea to live product

Forty years of instinct, engineered for AI.

SEO got you ranked. LLMO gets you cited.

Retrieval, not ranking

Trust is engineered

Authority compounds

An operating system for AI-era visibility

Large Model Optimization

AI Authority Audit

Neural DNA Architect™

S.C.A.L.E. Framework™

Fractional CMO

Legacy Brand Transformation

Built for the businesses I actually run

Law Firms

Contractors & Trades

Restaurants

E-commerce

The S.C.A.L.E. Framework™

Scan

Clarify

Amplify

Leverage

Evaluate

The LLMO reference

Systems that compounded

Blue Moon Fabrics

AisleBird

Meet my AI avatar.

The AI Authority Scan

Products I built from
idea to live product