AI visibility score
4.8/ 10Fair

#20,055 of 791,523 in Finance & Insurance

As of 2026-07-31 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Open Source

Open Source

Unclaimed

opensource.spotify.com · Finance & Insurance

Borderline visible. AI bots can crawl Open Source, 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 4 times

Claude · Apple Intelligence

#20,055 of 791,523 in Finance & Insurance for AI visibility

74

AI Naming Predictability

i

Named occasionally · 74/100

Finance & Insurance average 12

Top 1% of Finance & Insurance

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4.8

AEO Visibility

i

Borderline · 4.8/10

Finance & Insurance average 4.0

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.

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0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

Finance & Insurance average 16

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0

AI Adoption

i

None detected · 0/100

Finance & Insurance average 0

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About Open Source

from opensource.spotify.com

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Company ·
Open Source
Industry ·
Finance & Insurance
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Jul 31, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Strong

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Strong

Press and news coverage.

Community

Strong

Forum and community discussion.

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 4.8/10, Open Source is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Open Source

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Which AI engines already crawl you

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Picked for Open Source: 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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Source & Attribution

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

Source URL: https://engagemii.com/aeo/brands/opensource-spotify

Cite this score: Engagemii (2026). "AEO Score for Open Source." Retrieved from https://engagemii.com/aeo/brands/opensource-spotify

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

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