AI visibility score
4.0/ 10Fair

#85,920 of 251,540 in Sports & Recreation

As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Pack Light

Pack Light

Unclaimed

packlight.com.au · Sports & Recreation

Borderline visible. AI bots can crawl Pack Light, 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.

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AI engines read this profile 5 times

Claude

#85,920 of 251,540 in Sports & Recreation for AI visibility

24

AI Naming Predictability

i

Rarely named · 24/100

Sports & Recreation average 17

Top 23% of Sports & Recreation

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4

AEO Visibility

i

Borderline · 4/10

Sports & Recreation average 4.1

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-

Network Authority

i

Not connected yet

Sports & Recreation average 0.0

0 relationships · Sports & Recreation average 3

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

Sports & Recreation average 16

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0

AI Adoption

i

None detected · 0/100

Sports & Recreation average 0

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About Pack Light

from our crawl and measurement

"Ultra Lightweight Hiking and Travel Gear and Luggage including Backpacks, Tents, Sleeping Bags, Sleeping Mats, Clothing from the world's best adventure brands." That is how Pack Light introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.

Company ·
Pack Light
Website ·
packlight.com.au
Industry ·
Sports & Recreation
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Good

Inbound links from other sites.

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 read your site and name it in answers. At 4/10, Pack Light is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Pack Light: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Sign up free to read the full article and get your AEO fix list for Pack Light.

Pack Light lists 520 products, 377 in stock, priced 3.95 to 947.77.

Show 500 of 520 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/packlight-com-au

Cite this score: Engagemii (2026). "AEO Score for Pack Light." Retrieved from https://engagemii.com/aeo/brands/packlight-com-au

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

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