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Table of Contents
1 How E-E-A-T Intelligence Works: Score, Analyze & Act
2 Built for SEO, AEO, and GEO
3 About Quattr
4 Media Contact

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  • Quattr Launches Its E-E-A-T Intelligence Feature to Power AI-Search Visibility

Quattr Launches Its E-E-A-T Intelligence Feature to Power AI-Search Visibility

By Mahi Kothari
March 31, 2026 · 4 min read
Mahi Kothari March 31, 2026 | Read: 4 mins

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Palo Alto, CA, March 31, 2026 — Quattr, the all-in-one AI-native platform for AEO, SEO, and GEO, today announced the launch of its E-E-A-T Intelligence feature. It is a first-of-its-kind scoring and guidance engine that gives content teams a precise, actionable framework to evaluate and improve their content’s Experience, Expertise, Authoritativeness, and Trustworthiness at scale.

As AI-powered search continues to reshape how content is discovered, from Google’s AI Overviews to large language model-driven, E-E-A-T has emerged as the critical quality layer that determines whether content gets surfaced. 

Quattr’s new feature brings this previously opaque standard into a clear, measurable system directly inside the platform.

How E-E-A-T Intelligence Works: Score, Analyze & Act

E-E-A-T has long been treated as a qualitative guideline. Quattr turns it into a system teams can evaluate and improve against.

The feature operates across two core modules:

Score Card: Every page receives a composite Page Quality score across four weighted dimensions: Trust, Content, Expertise, and Freshness. The Score Card breaks these into granular sub-signals, including author identification, credential relevance, editorial accountability, organizational identity, trust badges, structured data completeness, YMYL adequacy, and more. 

Crucially, if Trust is low, the overall score is capped, reflecting Google’s own quality rater framework, where trust is non-negotiable.

Inside Quattr's E-E-A-T Intelligence: Scorecard
Inside Quattr’s E-E-A-T Intelligence: Scorecard

Guidance Tab: Instead of relying solely on competitor benchmarks, Quattr’s Guidance module uses query intent to identify the specific content facets a page must address to satisfy searcher needs. It goes beyond topic coverage to tell writers exactly what to add, what’s missing, and what specific elements are holding the page back from higher quality scores, with prioritized, one-click Fix actions that make improvements immediately actionable.

Inside Quattr's E-E-A-T Intelligence: Guidance
Inside Quattr’s E-E-A-T Intelligence: Guidance

“E-E-A-T is no longer a ranking consideration; it is a retrieval prerequisite. Quattr’s E-E-A-T Intelligence gives teams a precise, structured way to audit, understand, and close those gaps at scale. This is how modern content earns its place in AI-generated answers.”

— Anurag Singhal, CEO, Quattr

Built for SEO, AEO, and GEO

The timing of this launch is deliberate. As AI-generated answers, answer engine optimization (AEO), and generative engine optimization (GEO) become the dominant forces in search, the criteria that determine content inclusion have shifted. 

Search engines and AI models are increasingly rewarding content that demonstrates verifiable authority and human expertise over content that only covers a topic.

Quattr’s E-E-A-T Intelligence is engineered to prepare enterprise brands and content teams for this new standard, providing a competitive analysis layer that shows exactly where a page falls short of the best-performing content in its space, and a guided remediation path to close that gap.

About Quattr

Quattr is an all-in-one AI-native platform built for AEO, SEO, and GEO. Designed for enterprise brands and content teams, Quattr combines deep content intelligence, competitive analysis, and actionable optimization workflows to help organizations win visibility across traditional search, AI Overviews, and generative engines, including Google AI Overviews, ChatGPT, Perplexity, Gemini, and Copilot.

Quattr recently posted its recent G2 Spring 2026 reports, earning 43 badges across 53 reports in G2’s Spring 2026 season, including #1 rankings in the Results, Usability, and Relationship indexes for Answer Engine Optimization (AEO). The platform also climbed as many as 77 positions in a single season across SEO Tools, Content Analytics, and Content Creation categories, making it one of the fastest-rising platforms on G2 this cycle.

Learn more at quattr.com.

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About the Author
Mahi Kothari
Mahi Kothari

Mahi Kothari is a Senior Content Strategist at Quattr, an AI-powered SEO platform built for brands competing across both traditional search and AI-generated answers. She works at the intersection of content strategy, technical SEO, and AI visibility, and has spent 5+ years building the systems behind content programs that compound over time, not just the content itself. Her foundational belief: most content programs underperform not because of weak writing, but because the infrastructure behind the writing is treated as an afterthought, the internal linking logic, the refresh cycles, the schema implementation, the architecture decisions made alongside developers. Track record Before Quattr, Mahi led content and SEO at a B2B SaaS company where she built the program from the ground up. In two years: ∙ Organic traffic grew from ~2,000 to 53,000 monthly visits ∙ Keyword footprint expanded from ~4K to 32K ∙ Domain rating moved from 32 to 67 ∙ 300+ content assets managed end-to-end, from brief to publish ∙ Team of 7 writers hired, briefed, and overseen across the full editorial pipeline ∙ Article and HowTo schema implemented across 200+ pages ∙ 100+ high-authority backlinks built through guest posts, with no paid placements ∙ Full site migration to WordPress executed in direct collaboration with developers, including crawl issue resolution and site architecture restructuring What she focuses on at Quattr: At Quattr, Mahi covers the topics that sit at the frontier of how search is actually evolving: Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), LLM SEO, and AI visibility, specifically what it takes for a brand to surface in responses from ChatGPT, Gemini, and Perplexity, not just rank in traditional SERPs. She builds the workflows she writes about, including automation pipelines in n8n and content structured deliberately around how large language models retrieve and interpret information. Her writing spans the full funnel: foundational explainers on how AI search works, BOFU content that helps teams evaluate tools and make buying decisions, and operational content on internal linking at scale, content refresh frameworks, and AI visibility measurement. Credentials BBA degree. Pursuing an AI-Enabled Digital Marketing & MarTech certification from IIT Roorkee. HubSpot certified in Marketing Hub and AI for Marketers.

About Quattr

Quattr is an AI-native Search Visibility Platform founded in Palo Alto, California, built for mid-market and enterprise brands competing in the age of generative search. Recently recognized across G2's Spring 2026 reports with #1 rankings in AEO Results, Usability, and Relationship, Quattr helps brands win visibility across traditional search and AI-generated answer surfaces.

Quattr's AI agent, GIGA, evaluates content the way AI systems do, identifying gaps across structure, authority, internal linking, and discoverability to surface the highest-impact fixes. With capabilities like autonomous internal linking, E-E-A-T intelligence, and the new GIGA Landing Page Generator for keyword-matched, AI-search-ready pages, Quattr helps teams move from diagnosis to deployed changes without manual bottlenecks.

Case Studies

  • How Kiteworks is Winning in the Age of AI Search with Quattr
  • 3.5 Million Additional Organic Click Opportunity with Intelligent Linking
  • Global Tech Brand Increased Non-Brand Traffic by 37% in 6 Weeks

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  • Quattr Launches Its E-E-A-T Intelligence Feature
  • Quattr Leads AEO, SEO, and Content Rankings on G2
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Mahi Kothari

Mahi Kothari

Mahi Kothari is a Senior Content Strategist at Quattr, an AI-powered SEO platform built for brands competing across both traditional search and AI-generated answers. She works at the intersection of content strategy, technical SEO, and AI visibility, and has spent 5+ years building the systems behind content programs that compound over time, not just the content itself. Her foundational belief: most content programs underperform not because of weak writing, but because the infrastructure behind the writing is treated as an afterthought, the internal linking logic, the refresh cycles, the schema implementation, the architecture decisions made alongside developers. Track record Before Quattr, Mahi led content and SEO at a B2B SaaS company where she built the program from the ground up. In two years: ∙ Organic traffic grew from ~2,000 to 53,000 monthly visits ∙ Keyword footprint expanded from ~4K to 32K ∙ Domain rating moved from 32 to 67 ∙ 300+ content assets managed end-to-end, from brief to publish ∙ Team of 7 writers hired, briefed, and overseen across the full editorial pipeline ∙ Article and HowTo schema implemented across 200+ pages ∙ 100+ high-authority backlinks built through guest posts, with no paid placements ∙ Full site migration to WordPress executed in direct collaboration with developers, including crawl issue resolution and site architecture restructuring What she focuses on at Quattr: At Quattr, Mahi covers the topics that sit at the frontier of how search is actually evolving: Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), LLM SEO, and AI visibility, specifically what it takes for a brand to surface in responses from ChatGPT, Gemini, and Perplexity, not just rank in traditional SERPs. She builds the workflows she writes about, including automation pipelines in n8n and content structured deliberately around how large language models retrieve and interpret information. Her writing spans the full funnel: foundational explainers on how AI search works, BOFU content that helps teams evaluate tools and make buying decisions, and operational content on internal linking at scale, content refresh frameworks, and AI visibility measurement. Credentials BBA degree. Pursuing an AI-Enabled Digital Marketing & MarTech certification from IIT Roorkee. HubSpot certified in Marketing Hub and AI for Marketers.

Share this article

Ready to Scale Your Organic Growth?

Book a Demo

Case Studies

  • How Kiteworks is Winning in the Age of AI Search with Quattr
  • 3.5 Million Additional Organic Click Opportunity with Intelligent Linking
  • Global Tech Brand Increased Non-Brand Traffic by 37% in 6 Weeks

Related Content

  • Quattr Launches Its E-E-A-T Intelligence Feature
  • Quattr Leads AEO, SEO, and Content Rankings on G2
  • GIGA: The Execution Engine for SEO and AI Search
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