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AI Visibility Scorecard

edgeful

edgeful

Unclaimed

edgeful.com · Technology

Somewhat visible. AI bots can read edgeful, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude

#406,849 of 2,629,657 in Technology for AI visibility

5.6

/10

AEO Score

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About edgeful

from our crawl and measurement

edgeful is a business whose own site puts it this way: "institutional-level data analytics for retail traders. simple reports, real-time setups, automated strategies, TradingView indicators, backed by 5+ years of market data." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.

There is not much on the page to read either, about 16 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2023.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

7

Reddit mentions and discussion.

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 5.6/10, edgeful has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for edgeful

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Weekly ChatGPT & Claude citation tracking

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Picked for edgeful: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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