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AI Visibility Scorecard

Lanternfish Press

Lanternfish Press

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lanternfishpress.com · publishing

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

Monitoring for AI engine activity

In the Engagemii AEO index

#96,591 of 1,865,789 in Media & Entertainment for AI visibility

6.3

/10

AEO Score

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About Lanternfish Press

from our crawl and measurement

Lanternfish Press describes itself simply: "<p class= style=white-space:pre-wrap;>Lanternfish Press publishes rare & strange fiction, nonfiction, and the Clockwork Edition series of Victorian reprints.</p>." Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity. It is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2013.

Industry · publishing
Last scored · Aug 1, 2026
Employees · 1-10
Founded · 2013

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 6.3/10, Lanternfish Press has a working base to build on - fixable, and the signals above are where to start.

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Picked for Lanternfish Press: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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