alignmentforum.org
Last scanned Jun 15, 2026 · Methodology v4.5 · View Leaderboard →
alignmentforum.org scored 57/100 on AI-readiness across 48 parameters measured against ChatGPT, Claude, Perplexity, and Gemini visibility checks. 19 parameters passed, 12 failed, and 11 need improvement. Strongest area: Crawlability & Access. Weakest: Discovery & Metadata. Compared to other science_and_education.philosophy sites, this score is in the 50th percentile.
19 Pass
12 Fail
11 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 indexGoogle AI Mode · Gemini
Google rankingPerplexity
Own indexClaude
Brave SearchAI Extractability
How easily AI engines can extract and cite this page. Combines freshness, schema, and answer-block placement.
Freshness
Fresh — last modified 0 days ago. Inside the 7–14 day refresh window AI engines reward.
Source:date_headerFreshness: page modified 0 days ago. Inside Perplexity 2–3 day window. Inside 13-week recent band. Far from 26-week at-risk threshold.
Perplexity 2–3dSchema / Structured Data
No structured data detected. Schema.org markup raises LLM extraction accuracy from 16% to 54% — a 3.4× lift.
Answer Block
Answer block present — 42 words at position 117, inside a 134-word context passage. Matches the documented 40–60 word target.
Answer block starts at word 117, spans 42 words within a 134-word context passage.
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 |
Fail | |
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 | Partial |
Structured Data (schema.org)Learn more | Fail |
Page metadataLearn more | Pass |
URL stabilityLearn more | Pass |
Structured data (schema.org/JSON-LD) coverageLearn more | Fail |
Security headers baselineLearn more | Partial |
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
Pass | |
Fail | |
Fail | |
Fail | |
Fail | |
Pass |
Content Structure
Partial | |
Content visibility without JavaScriptLearn more | Pass |
Fail | |
Partial | |
Nosnippet directive detectionLearn more | Pass |
Paragraph length distributionLearn more | Partial |
Section length distributionLearn more | Pass |
Dated statistics ratioLearn more | N/A |
Comparison table presenceLearn more | N/A |
Entity name consistencyLearn more | N/A |
Multimedia coverage and alignmentLearn more | Partial |
AI-Specific Protocols
AI manifests coverageLearn more | Pass |
Partial | |
UCP manifest availabilityLearn more | N/A |
Content Quality
Pass | |
Core Web Vitals (page experience)Learn more | Partial |
AEO — Answer Engine Optimization
Parameters that influence how AI systems cite and surface your content in answers.
AI Integration
Pass | |
Fail | |
Fail | |
Fail | |
Fail | |
Fail | |
Pass | |
Pass |
Content Authority & Quality
Partial | |
Fail | |
Pass | |
Author authority signalsLearn more | Fail |
Partial | |
Content depthLearn more | Pass |
Citation and evidence densityLearn more | Partial |
Answer Positioning
Fail | |
Answer-oriented content structureLearn more | Pass |
Answer-first H2 complianceLearn more | Partial |
Chunk extractability (self-contained H2 blocks)Learn more | Partial |
TL;DR / Key Takeaways sectionLearn more | N/A |
Answer block shapeLearn more | Pass |