ducksters.com

Science and Education

33/100

GEO 46.48AEO 17.1AI Extractability 30

Last scanned Jun 25, 2026 · Methodology v4.5 · View Leaderboard →

ducksters.com scored 33/100 on AI-readiness across 48 parameters measured against ChatGPT, Claude, Perplexity, and Gemini visibility checks. 12 parameters passed, 22 failed, and 7 need improvement. Strongest area: Crawlability & Access. Weakest: Discovery & Metadata. Compared to other science_and_education.education sites, this score is in the 16th percentile.

The website Ducksters, which is hosted at the domain ducksters.com, is a fun activities and games site. The platform covers a wide range of subjects, such as sports, animals, history, science, geography, jokes, math, and biographies. The pages on the site are written to be easy to read and understand. According to the friendly4AI assessment, this website has an AI-readiness score of 33.

12 Pass

22 Fail

7 Needs Improvement

Engine-specific readiness

These are derived on-page readiness estimates for each engine's grounding index — not live engine queries.

Microsoft Copilot · ChatGPT Search

Bing index

Google AI Mode · Gemini

Google ranking

Limited signal

Perplexity

Own index

Limited signal

Claude

Brave Search

Limited signal

Why per-provider matters: ChatGPT and Perplexity disagree by up to 22× on the same prompt set. A single-engine score is a sampling error.

AI Extractability

AI Extractability: 30/100

How easily AI engines can extract and cite this page. Combines freshness, schema, and answer-block placement.

Freshness

Recent

Perplexity-sensitive: last modified 16 days ago, outside the documented 2–3 day citation window.

Recent — last modified 16 days ago. Below the 13-week median for AI-cited content.

Source:last_modified_header

Freshness: page modified 16 days ago. Outside Perplexity 2–3 day window. Inside 13-week recent band. Far from 26-week at-risk threshold.

Perplexity 2–3d

Schema / Structured Data

No structured data detected. Schema.org markup raises LLM extraction accuracy from 16% to 54% — a 3.4× lift.

Answer Block

Missing

No answer block in the first 200 words. Your first 200 words contain navigation, a {{introWordCount}}-word intro, and a product description. Open with a 40–60 word direct answer.

No answer block detected.

GEO — Generative Engine Optimization

Parameters that determine how well AI crawlers can discover and index your content.

Crawlability & Access

robots.txt accessibilityLearn more	Pass
HTTP status and reachabilityLearn more	Pass
AI usage declaration GEO + AEO Learn more	Fail
AI opt-out technical signals GEO + AEO Learn more	Pass
AI crawler access controlLearn more	Pass
Paywall and login gating detectionLearn more	Pass
Search-bot network reachabilityLearn more	Pass

Discovery & Metadata

sitemap.xml availabilityLearn more	Fail
Structured Data (schema.org)Learn more	Fail
Page metadataLearn more	Partial
URL stabilityLearn more	Partial
Structured data (schema.org/JSON-LD) coverageLearn more	Fail
Security headers baselineLearn more	Fail
FAQ schema detection GEO + AEO Learn more	Fail
Internal link coverageLearn more	Pass
Content-type schema alignmentLearn more	N/A
IndexNow push-protocol adoptionLearn more	Fail
Entity grounding via sameAs linksLearn more	Fail

API & Agent Readiness

OpenAPI/API discoverability GEO + AEO Learn more	N/A
API schema quality for agent consumption GEO + AEO Learn more	N/A
Action-oriented API GEO + AEO Learn more	N/A
Agent onboarding documentation GEO + AEO Learn more	Fail
Machine-readable capability metadata GEO + AEO Learn more	Fail
API auth transparency GEO + AEO Learn more	N/A

Content Structure

Semantic HTML structure GEO + AEO Learn more	Fail
Content visibility without JavaScriptLearn more	Partial
Alt text and accessibility labels GEO + AEO Learn more	Pass
Heading hierarchy quality GEO + AEO Learn more	Fail
Nosnippet directive detectionLearn more	Pass
Paragraph length distributionLearn more	Fail
Section length distributionLearn more	Fail
Dated statistics ratioLearn more	Pass
Comparison table presenceLearn more	N/A
Entity name consistencyLearn more	Pass
Multimedia coverage and alignmentLearn more	Partial

AI-Specific Protocols

AI manifests coverageLearn more	Fail
llms.txt file presence Experimental Learn more	Fail
UCP manifest availabilityLearn more	N/A

Content Quality

Content freshness GEO + AEO Learn more	Partial
Core Web Vitals (page experience)Learn more	Pass

AEO — Answer Engine Optimization

Parameters that influence how AI systems cite and surface your content in answers.

AI Integration

OpenAPI/API discoverability GEO + AEO Learn more	N/A
API schema quality for agent consumption GEO + AEO Learn more	N/A
Action-oriented API GEO + AEO Learn more	N/A
Agent onboarding documentation GEO + AEO Learn more	Fail
AI usage declaration GEO + AEO Learn more	Fail
Machine-readable capability metadata GEO + AEO Learn more	Fail
API auth transparency GEO + AEO Learn more	N/A
AI opt-out technical signals GEO + AEO Learn more	Pass

Content Authority & Quality

Semantic HTML structure GEO + AEO Learn more	Fail
Alt text and accessibility labels GEO + AEO Learn more	Pass
Content freshness GEO + AEO Learn more	Partial
Author authority signalsLearn more	Fail
Heading hierarchy quality GEO + AEO Learn more	Fail
Content depthLearn more	Fail
Citation and evidence densityLearn more	Partial

Answer Positioning

FAQ schema detection GEO + AEO Learn more	Fail
Answer-oriented content structureLearn more	Fail
Answer-first H2 complianceLearn more	Fail
Chunk extractability (self-contained H2 blocks)Learn more	Fail
TL;DR / Key Takeaways sectionLearn more	Fail
Answer block shapeLearn more	Partial

Scores higher than 16% of Science and Education sites

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