Petra Labs Intelligence | AEO Research & Ongoing Analysis

Research Reports

Blogs

Research Reports

Blogs

AI Search insights from the Petra team.

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

Tom Zu

June 2026

How Access Surface Shapes LLM Search and Citation Behavior

Sami Akkawi

April 2026

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

Tom Zu

June 2026

How Access Surface Shapes LLM Search and Citation Behavior

Sami Akkawi

April 2026

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

Tom Zu

Founding Engineer

June 2026

How Access Surface Shapes LLM Search and Citation Behavior

Sami Akkawi

CEO, Co-Founder

April 2026

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

Tom Zu

June 2026

How Access Surface Shapes LLM Search and Citation Behavior

Sami Akkawi

April 2026

AI search trends, platform updates, and lessons from active engagements.

Insights

How Are SEO and AEO Different?

Sami Akkawi

July 2026

Fundraising

Announcing Our $5.2M Seed Fundraise

Sami Akkawi

July 2026

Platform Comparisons

The AEO Vendor Landscape

Sami Akkawi

April 2026

Insights

Why is Generative Engine Optimization (GEO) Different For Each Industry?

Theo Nsereko

April 2026

Insights

How Are SEO and AEO Different?

Sami Akkawi

July 2026

Fundraising

Announcing Our $5.2M Seed Fundraise

Sami Akkawi

July 2026

Platform Comparisons

The AEO Vendor Landscape

Sami Akkawi

April 2026

Insights

Why is Generative Engine Optimization (GEO) Different For Each Industry?

Theo Nsereko

April 2026

Insights

How Are SEO and AEO Different?

Sami Akkawi

Co-founder and CEO, Petra Labs

July 2026

Fundraising

Announcing Our $5.2M Seed Fundraise

Sami Akkawi

Co-founder and CEO

July 2026

Platform Comparisons

The AEO Vendor Landscape

Sami Akkawi

CEO, Co-Founder

April 2026

Insights

Why is Generative Engine Optimization (GEO) Different For Each Industry?

Theo Nsereko

Director, Strategy & Ops

April 2026

Insights

How Are SEO and AEO Different?

Sami Akkawi

July 2026

Fundraising

Announcing Our $5.2M Seed Fundraise

Sami Akkawi

July 2026

Platform Comparisons

The AEO Vendor Landscape

Sami Akkawi

April 2026

Insights

Why is Generative Engine Optimization (GEO) Different For Each Industry?

Theo Nsereko

April 2026

Our latest updates, customer stories, and research

Our latest updates, customer stories, and research

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

AI Search insights from the Petra team.

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

How Access Surface Shapes LLM Search and Citation Behavior

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

How Access Surface Shapes LLM Search and Citation Behavior

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

How Access Surface Shapes LLM Search and Citation Behavior

Distinguishing Real Change from Sampling Noise in LLM Search Outputs

How Access Surface Shapes LLM Search and Citation Behavior

AI search trends, platform updates, and lessons from active engagements.

How Are SEO and AEO Different?

Announcing Our $5.2M Seed Fundraise

The AEO Vendor Landscape

Why is Generative Engine Optimization (GEO) Different For Each Industry?

How Are SEO and AEO Different?

Announcing Our $5.2M Seed Fundraise

The AEO Vendor Landscape

Why is Generative Engine Optimization (GEO) Different For Each Industry?

How Are SEO and AEO Different?

Announcing Our $5.2M Seed Fundraise

The AEO Vendor Landscape

Why is Generative Engine Optimization (GEO) Different For Each Industry?

How Are SEO and AEO Different?

Announcing Our $5.2M Seed Fundraise

The AEO Vendor Landscape

Why is Generative Engine Optimization (GEO) Different For Each Industry?

Let’s turn AI search into your next growth channel

Let’s turn AI search into your next growth channel

Let’s turn AI search into your next growth channel