GEO Audit Report

opendata.spr.gov.my

Audited on July 14, 2026

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30Critical

AI Analysis Summary

The audited URL, https://opendata.spr.gov.my/, scored a critical 30/100, indicating significant deficiencies that severely limit its ability to be pulled into AI-cited answers. Key issues include a complete lack of structured data, trust signals, and freshness indicators, alongside poor entity consistency and very low extractability. Urgent action is needed to improve AI comprehension and citability.

Performance Overview

Category Breakdown

93Excellent
AI Crawler Access
  • No robots.txt found — all crawlers implicitly allowed (consider publishing one to make policies explicit)
  • All 5 AI crawlers (GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, Google-Extended) are allowed
  • No llms.txt file found — consider adding one at /llms.txt to expose a curated, AI-friendly site index
0Critical
Entity Consistency
  • No Organization schema detected — add JSON-LD Organization with name, url, logo, and sameAs links so AI engines can resolve the entity
  • Organization schema has no sameAs URLs — list official LinkedIn, X, Crunchbase, Wikipedia, GitHub profiles to disambiguate the entity
  • No brand name declared in schema, og:site_name, or <title> separator — add canonical brand name everywhere
  • Brand "opendata" does not appear in body content — AI may not associate this page with the entity
64Good
Citability (Structure)
  • Exactly one H1 tag — ideal for AI extraction
  • 6 H2 subheadings provide scannable structure
  • 18 H3 tags add nested structure
  • Heading hierarchy skips levels (e.g. H1 → H3) — AI parsers prefer sequential H1 → H2 → H3
11Critical
Extractability
  • No TL;DR / Key Takeaways block found — add one near the top (3–5 bullets) as a primary AI citation target
  • No H2 sections open with a 40–60 word direct answer — tighten opening paragraphs
  • 6 H2 section(s) in the top third but none have a direct, self-contained answer opening — these are your highest-value real estate for AI citations
  • No explicit term definitions — AI may misinterpret jargon
0Critical
Schema Markup
  • No Organization schema detected — consider adding one
  • No Article schema detected — consider adding one
  • No FAQPage schema detected — consider adding one
  • No HowTo schema detected — consider adding one
49Needs Work
Content Authority
  • No author byline found — add author name and bio to establish authority
  • Original data + citable stats appear in the first 20% of the page (40 early stats, 0 first-hand voice markers) — ideal for attribution
  • 56 link(s) to authoritative sources found
  • No inline source attributions ("according to X", "per the Y report") — even unlinked source mentions strengthen GEO credibility
0Critical
On-Page Trust
  • No named customers or "Trusted by" section detected — AI engines heavily weight this on-page proof
  • No third-party review ratings (G2, Capterra, Trustpilot, etc.) visible on page
  • No quantified case metrics found — AI engines prefer pages with specific numbers over vague claims
  • No security/compliance certifications referenced (SOC 2, HIPAA, GDPR, ISO 27001…)
0Critical
Freshness
  • No publication or last-modified date detected (no JSON-LD, OpenGraph, or <time> elements) — AI engines can't tell how current this content is
63Good
Technical SEO
  • Server-Rendered Content: Passed
  • Meta Title: Failed — Title is too short — expand to at least 30 characters
  • Meta Description: Passed
  • Canonical Tag: Failed — Add a canonical tag to prevent duplicate content issues
Server-Rendered Content11499 words rendered server-side
Meta Title23 characters: "Portal Data Terbuka SPR"

Title is too short — expand to at least 30 characters

Meta Description143 characters
Canonical TagMissing

Add a canonical tag to prevent duplicate content issues

Open Graph Tags0/3 tags present

Missing: og:title, og:description, og:image

Viewport Meta Tagwidth=device-width, initial-scale=1
HTTPSYes
Response Time5433ms

Response time exceeds 3 seconds — optimize server performance

Content-Type Headertext/html
Language Attributems
H1 TagPresent
Paragraph Density1.2 avg sentences/paragraph across 32 paragraphs
79Good
Brand Presence (SERP)
  • Strong Reddit presence: 10 mentions found
  • Strong LinkedIn presence: 10 mentions found
  • 9 general web mention(s) found
  • Brand mentioned across 3 platforms — good diversity

Action Plan

Prioritized recommendations to improve your AI SEO readiness

#RecommendationImpactEffortCategory
1

Add a TL;DR Summary Block

Immediately after the introduction, add a 3-5 bullet point TL;DR (Too Long; Didn't Read) summary block to aid AI in quickly extracting key information, addressing a critical extractability gap.

highlowExtractability
2

Implement Comprehensive Structured Data

Add relevant Schema.org markup (e.g., Organization, Dataset, Article, FAQPage) to clarify page intent and entities for AI models, as the page currently has no schema, severely limiting comprehension.

highmediumSchema Markup
3

Integrate Trust Signals

Incorporate elements like security certifications, customer counts, or quantifiable impact metrics to enhance on-page trust for AI evaluation, as no trust signals were detected.

highmediumOn-Page Trust
4

Establish Consistent Entity Representation

Implement Organization schema, ensure 'og:site_name' and title brands are consistent, and add 'sameAs' profiles to clearly define the brand 'opendata' for AI models, as entity consistency is currently absent.

highmediumEntity Consistency
5

Optimize H2 Section Introductions

Rewrite H2 section openings to be 40-60 words long and self-contained, avoiding pronouns or vague filler words for better AI comprehension and extractability.

highmediumExtractability
6

Add Inline Source Attributions

Incorporate inline, non-linked source attributions to explicitly credit data sources, which AI models recognize as a strong signal of content authority, improving upon the current zero count.

mediummediumContent Authority
7

Implement a Canonical Tag

Add a canonical tag to specify the preferred version of the page, preventing potential duplicate content issues and improving indexation, as this is currently missing.

mediumlowTechnical SEO
8

Display Publication and Last Modified Dates

Clearly display both the original publication date and the last modified date to signal content freshness to AI models and users, as neither was detected.

mediumlowFreshness
9

Enhance Meta Title and Open Graph Tags

Expand the meta title beyond 23 characters to be more descriptive and implement Open Graph tags (currently 0/3 present) for improved social sharing and accurate content representation across platforms.

mediumlowTechnical SEO
10

Correct Heading Hierarchy

Restructure page headings (H1, H2, H3, etc.) to follow a logical, unbroken hierarchy, improving content scannability and AI understanding of the page's structure, as the hierarchy currently skips levels.

mediummediumCitability
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Scored using the published methodology · What is GEO?