About She Innovates AI

The AI Visibility Agency Built on Citation Outcome Engineering

We help enterprise brands, agencies, and high-growth companies get cited, quoted, and recommended by AI search engines like ChatGPT, Perplexity, and Google AI — through one proprietary methodology, not guesswork.

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Published Research Papers (SSRN & ResearchGate)

16+

Years Combined Performance Marketing Experience

Countries Served — US, UK, Australia, Canada, Singapore & France

Our Journey

Built From Real Client Work, Not a Pitch Deck

Founded October 4, 2025. Citation Outcome Engineering wasn't designed on a whiteboard first — it was refined on real client engagements, then packaged into product.

Started With Real Clients

We began by running AI Visibility work directly for clients — proving the methodology on live engagements before building anything to scale it.

Heading Into Product Development

What worked repeatedly for clients became the basis for a product — turning hands-on methodology into repeatable, ownable infrastructure.

MVP1 — AI Readiness Check Live

Our first product is live at audit.sheinnovatesai.com — an instant scan of where a brand currently stands across ChatGPT, Perplexity, and Google AI.

MVP2 — Continuous Autonomous Optimization In Development

The natural extension of MVP1: moving from a point-in-time readiness check to ongoing, autonomous optimization of a brand's AI visibility.

Our Moat

Where We're Headed on the Product Side

The moat isn't a single tool — it's Citation Outcome Engineering itself, built to compound as it's applied to more brands over time.

Today

AI + Human Expertise

Every recommendation combines automated analysis with judgment from people who've actually run this methodology hands-on for clients.

Tomorrow

AI-Generated Diagnosis + Proprietary Intelligence + Automated Recommendations

The system learns from every engagement, sharpening its own diagnostic and recommendation layer instead of relying solely on manual review.

Eventually

Continuous Autonomous Optimization

A system that keeps a brand's AI visibility improving on its own — the full realization of MVP2.

Our Methodology — Citation Outcome Engineering

What Is Citation Outcome Engineering?

AI Visibility isn't one task — it's an outcome. Citation Outcome Engineering is how we get there: combining technical optimization (schema, entity signals, content structure), platform-specific strategy (AEO for answer engines, GEO for generative engines), and continuous measurement — so you're tracking whether AI platforms cite you, not guessing.

Measurement runs on the GEO-VIS Framework, created by Tandeep Sangra: six checks — Visibility, Inclusion, Source, Influence, Sentiment, and Intent — that show whether AI platforms mention, cite, and recommend a brand.

Every engagement we run, and every person on our team, works under this one methodology. It's not a philosophy we talk about — it's the system every deliverable comes out of.

We name it, define it, and apply it consistently across everything we publish — on purpose. A named methodology is something AI search engines themselves can recognize, cite, and attribute to us specifically, rather than folding us into generic "SEO agency" results.

Proof, Not Promises

Backed by Research, Not Guesswork

AI Visibility is a new enough category that most advice in it is speculation. We built our methodology on published research and years of hands-on performance marketing — not trends we picked up last quarter.

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Published Research

Our founder has published peer-reviewed research on AI Visibility and Generative Engine Optimization on SSRN and ResearchGate — work that directly informs our methodology, not marketing copy written after the fact.

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Speaking & Industry Voice

We speak at industry events and contribute to the public conversation on AI Search, GEO, and AEO — sharing what we're learning as the category evolves, not just what we're selling.

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Two Decades of Performance Marketing

16+ years of combined experience running performance marketing across Google Ads, Meta, LinkedIn, and Instagram — a measurement discipline we carry directly into how we track AI citations.

What We Do

One Methodology, Two Ways to Apply It

Every service we offer sits under Citation Outcome Engineering, split into building organic AI citations and buying visibility directly inside AI platforms.

Group A — AI Visibility

Organic AI Citations

Generative Engine Optimization (GEO)
Answer Engine Optimization (AEO)
LLM Optimization Consulting
Schema Markup & Structured Data
AI Citation Monitoring
LLM Content Strategy
Local Citation Cleanup & NAP Correction

Group B — AI Search Advertising

Paid AI Visibility

Your ChatGPT Ads Partner (managed campaigns)
ChatGPT Ads Cost Guide
How ChatGPT Ads Work

View Detailed Services Overview →

Who We Work With

Built for Brands Serious About AI Visibility

We work with organizations at different stages of AI Search maturity — from teams just starting to track their AI citations to enterprises running dedicated GEO/AEO programs.

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Enterprise Brands

Established companies protecting and growing their share of voice as AI answer engines become a primary discovery channel.

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Marketing & Advertising Agencies

Full-service and boutique GEO/AEO specialist agencies extending their offering with AI Visibility as a service line for their own clients.

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High-Growth & Early-Stage Companies

Fast-moving teams getting ahead of the AI Search shift before it becomes table stakes in their industry.

We also work across SaaS, retail and e-commerce, financial services, and more — see our full industry breakdown →

Leadership

The People Behind the Methodology

Citation Outcome Engineering is built to outlast any one person — but it's led day to day by people with real research and operating experience behind them.

Tandeep Sangra

Founder

Tandeep Sangra is an AI Visibility researcher, consultant, speaker, and founder of She Innovates AI, specializing in AI Search Visibility, Citation Outcome Engineering, Generative AI SEO (GEO), LLM Optimization, Schema & Structured Data Engineering, and AI Search Advertising Campaign Management.

Munish Sangra

Fractional Chief Revenue Officer

Munish Sangra serves as the Fractional Chief Revenue Officer at She Innovates AI, supporting the company's transition from founder-led validation to a scalable B2B SaaS revenue model.

Ready to See Where You Stand?

Run a free AI Readiness Check to see whether your website is ready for AI systems like ChatGPT, Perplexity, and Google AI — or write to us directly about your goals.

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