AI visibility score
4.5/ 10Fair

▲ 0.5 since Jul 2026

#538,021 of 936,247 in Education

As of 2026-08-07 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Malini Sarma

Malini Sarma

Unclaimed

malinisarma.com · Education

Borderline visible. AI bots can crawl Malini Sarma, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 1 times

Claude

#538,021 of 936,247 in Education for AI visibility

5

AEO Visibility

i

Borderline · 4.5/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

0

AI Adoption

i

None detected · 0/100

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About Malini Sarma

from our crawl and measurement

Malini Sarma describes itself simply: "I'm creating a safe space for women who want to make their voices be heard, while navigating new seasons in life. Join me in my journey and let's find out!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

Our crawl found structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 7, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.5/10, Malini Sarma is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Who will you meet in our sessions?

We are women who are finding their voices, figuring out how we want to take charge of our lives. We’re dealing with criticism and judgment from husbands and family members. We’re going through a lot of changes in our lives: helping our kids get settled and planning their weddings, retired parents that need our support, and much more. Find out more!

Who will you meet in my podcast?

This podcast showcases women who are forging ahead, becoming stronger, and chasing their dreams. I plan to showcase AT LEAST one woman from every country in the world. I still have quite a few countries to cover so join me on the Gladiatrix Podcast journey!

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Picked for Malini Sarma: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/malinisarma

Cite this score: Engagemii (2026). "AEO Score for Malini Sarma." Retrieved from https://engagemii.com/aeo/brands/malinisarma

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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