AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
2.5/ 10

▼ 1.5 since Jul 2026

#257,725 OF 267,227 IN MANUFACTURING & INDUSTRIAL

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

osterautoindustries.com

osterautoindustries.com

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osterautoindustries.com · Manufacturing & Industrial

At 2.5/10, osterautoindustries.com is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#257,725 of 267,227 in Manufacturing & Industrial for AI visibility

3

AEO Visibility

i

Near-invisible · 2.5/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About osterautoindustries.com

from our crawl and measurement

JCB Parts, Bushes & Pins, Manufacturer of JCB Parts, Manufacturer of Bushes & Pins, Supplier of JCB Parts, Supplier of Bushes & Pins, Manufacturer of JCB Parts in Ludhiana, Manufacturer of Bushes & Pins in Ludhiana, Supplier of JCB Parts in Ludhiana, Supplier of Bushes & Pins in Ludhiana, Manufacturer of JCB Parts in punjab, Manufacturer of Bushes & Pins in punjab, Supplier of JCB Parts in punjab, Supplier of Bushes & Pins in punjab, Manufacturer of JCB Parts in India, Manufacturer of Bushes & Pins in India, Supplier of JCB Parts in India, Supplier of Bushes & Pins in India works in Automotive. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

On the page it is passable on basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, sitemaps and entity links AI can follow, structured data describing the business and a heading structure that lays out what it offers.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Manufacturing & Industrial
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Weak

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 2.5/10, osterautoindustries.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for osterautoindustries.com: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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