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AI Visibility Scorecard

Defensive Pedal

Defensive Pedal

Unclaimed

defensivepedal.com · E-commerce

Borderline visible. AI bots can crawl Defensive Pedal, 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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In the Engagemii AEO index

#327,710 of 699,454 in E-commerce for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Defensive Pedal

from our crawl and measurement

"The only navigation app built for cyclist safety, not speed. Routes you along the safest streets using 79+ road-risk factors. 2.1x times safer than default routing." That is how Defensive Pedal Cycle safe. Everywhere. introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · E-commerce
Last scored · Sep 15, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.4/10, Defensive Pedal is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Defensive Pedal: 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 September 15, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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