AI visibility score
4.2/ 10Fair

#239,786 of 1,966,290 in Media & Entertainment

As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Pumplepie Books & Happiness

Pumplepie Books & Happiness

Unclaimed

pumplepie.com · Media & Entertainment

Borderline visible. AI bots can crawl Pumplepie Books & Happiness, 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 5 times

Claude · Meta AI

#239,786 of 1,966,290 in Media & Entertainment for AI visibility

44

AI Naming Predictability

i

Rarely named · 44/100

Media & Entertainment average 17

Top 9% of Media & Entertainment

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4

AEO Visibility

i

Borderline · 4.2/10

Media & Entertainment average 4.2

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

Media & Entertainment average 15

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0

AI Adoption

i

None detected · 0/100

Media & Entertainment average 0

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About Pumplepie Books & Happiness

from our crawl and measurement

Pumplepie Books & Happiness describes itself simply: "An online bookstore exclusively offering Filipino children's books. All titles are curated by a mom and her 10 year old daughter to share Filipino culture with the rest of the word." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ·
Pumplepie Books & Happiness
Website ·
pumplepie.com
Industry ·
Media & Entertainment
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 2, 2026

The 6 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

Fair

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

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

Strong

Inbound links from other sites.

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 read your site and name it in answers. At 4.2/10, Pumplepie Books & Happiness is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Pumplepie Books & Happiness: 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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Pumplepie Books & Happiness lists 835 products, 667 in stock, priced 0.00 to 6,500.00.

Show 500 of 835 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Pumplepie Books & Happiness." Retrieved from https://engagemii.com/aeo/brands/pumplepie

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

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