AI visibility score
5.1/ 10Fair

▲ 1.1 since Jul 2026

#845,976 of 2,705,580 in Technology

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Logchef — Log Explorer for ClickHouse

Logchef — Log Explorer for ClickHouse

Unclaimed

logchef.app · Technology

Somewhat visible. AI bots can read Logchef — Log Explorer for ClickHouse, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#845,976 of 2,705,580 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

60

Muse Index Score

i

AI agent readiness

Transactable · 60/100

0

AI Adoption

i

None detected · 0/100

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About Logchef — Log Explorer for ClickHouse

from our crawl and measurement

Logchef Log Explorer for ClickHouse describes itself simply: "Logchef is an open-source, self-hosted log exploration and alerting UI for ClickHouse and VictoriaLogs. Single binary, no per-seat pricing, no vendor lock-in." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established and there is little discussion of it. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on 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 · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

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

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

Fair

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, Logchef — Log Explorer for ClickHouse has a working base to build on - fixable, and the signals above are where to start.

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Picked for Logchef — Log Explorer for ClickHouse: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/logchef-app

Cite this score: Engagemii (2026). "AEO Score for Logchef — Log Explorer for ClickHouse." Retrieved from https://engagemii.com/aeo/brands/logchef-app

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

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