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AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
4.3/ 10

#1,626,175 OF 2,701,012 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

PERRLA

PERRLA

Unclaimed

learncmos.com · Technology

Borderline visible. AI bots can crawl PERRLA, 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 6 times

Meta AI · Claude

#1,626,175 of 2,701,012 in Technology for AI visibility

4

AEO Visibility

i

Borderline · 4.3/10

75

Muse Index Score

i

AI agent readiness

Transactable · 75/100

0

AI Adoption

i

None detected · 0/100

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About PERRLA

from our crawl and measurement

"PERRLA has helped over 1.5 million students write better papers since 1998. Human-built citation and paper formatting software for APA 7, MLA 9, and Turabian 9 styles." That is how PERRLA: Simplify Academic Writing & Formatting in APA, MLA, Turabian introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.

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

Industry · Technology
Last scored · Aug 9, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

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

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

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 4.3/10, PERRLA is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Is PERRLA a citation generator or a full writing tool?

Both, really. PERRLA creates and formats every reference and citation in APA 7, MLA 9, and Turabian 9 – but it also sets up your full paper (margins, headers, page numbers, title page, the works) and keeps everything updated as you write. You start writing in a correctly formatted document and end with a Word doc that's ready to turn in.

Is PERRLA AI-generated, and will my paper get flagged as AI?

No on both counts. PERRLA's reference engine is human-built and human-tested – we don't use AI to generate content for you, ever. Your writing stays your writing. PERRLA papers pass AI detectors with flying colors because there's nothing artificial in there to detect.

Who actually uses PERRLA?

Mostly students who care about not losing easy points to formatting – nursing students, grad students, doctoral candidates, and adult learners returning to school. We've helped over 1.5 million students since 1998. If you're writing in APA, MLA, or Turabian, you're our person.

How is PERRLA different from free tools like Zotero, EasyBib, or the citation feature in Word?

Most "free" citation tools (Zotero, Mendeley, EasyBib, even built-in tools) run on the same generic open-source reference engine, which produces the same well-known formatting errors. PERRLA's engine is built by humans reading the actual APA, MLA, and Turabian manuals – every reference type, every weird edge case. We also format the whole paper, not just the citations.

Will PERRLA work with my school's plagiarism or AI checker?

Yes. PERRLA doesn't write any content for you, so there's nothing for an AI detector to catch. Your formatted paper comes out as a normal Word document – your professor sees a paper, not a flagged file.

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Picked for PERRLA: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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