IBM.com operates as a global technology leader in developer tools and enterprise solutions, serving a broad audience across industries. The site holds a Global SEODiff Score of 66, indicating moderate search visibility performance, though it lags behind the benchmark in core SEO fundamentals. Its ACRI Grade of F and ACRI Score of 34 signal significant issues in content relevance, semantic clarity, and user intent alignment. Despite strong technical architecture—evidenced by a 95 Architecture Score and robust internal linking (33 internal links, 2 external)—the site struggles with content quality and AI-readiness, particularly in semantic structure and retrieval robustness.
The site demonstrates strong technical foundations: it is accessible to major AI crawlers including GPTBot, ClaudeBot, and CCBot, with no AI-blocking meta tags, and supports secure protocols via HSTS and CSP. However, performance remains a concern, with a TTFB of 1,736ms and 194.5KB HTML payload, contributing to a Performance Score of 56. The token bloat ratio of 8.9x and 15% ghost ratio suggest excessive non-essential code and underutilized content, reducing extractability efficiency. While extractability is at 77, the semantic structure score of 23 and retrieval robustness of 10 reveal deep structural flaws—content lacks coherent topic modeling, entity coverage, and logical hierarchy. Additionally, only one structured data block exists, with no implementation of breadcrumb, article, or product schema, limiting rich snippet potential.
Architecturally, IBM.com is well-organized with a declared sitemap and strong internal link distribution, but content integrity is weak—only 22,369 useful text bytes from 199KB of HTML, and a word count of just 632 on the homepage. This indicates significant content dilution. The AI Trust Score of 6.3 reflects moderate reliability, but the low semantic structure and retrieval scores undermine AI-assisted indexing and ranking. To improve, IBM should prioritize cleaning token bloat, enhancing semantic coherence, expanding schema implementation, and increasing meaningful content density—particularly around core offerings and developer use cases—to elevate both traditional SEO and AI-readiness.
🧮 Score Transparency — How is this calculated?
📊 ACRI Sub-Scores (AI Readiness Detail)
ibm.com punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →
Why ibm.com ranks here
Fastest improvements
- Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
- Create an
llms.txtfile so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt → - Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
Traditional SEO
56/100 25 % of Global Score 🟢 High Confidence📝 Title Tag
Optimal range: 30–60 characters for SERP display.
📋 Meta Description
Optimal range: 120–160 characters for snippet control.
🔤 Heading Hierarchy
- ✓ Exactly 1 <h1> tag — found 1
- ✓ Has <h2> headings — found 3
- ✓ <h2> not before <h1>
🔍 Indexability
- ✓ Canonical tag present →
https://www.ibm.com/ca-en - ✓ No noindex directive
- ✓ Meta viewport set
- ✓ HTML lang attribute →
en - ✅ Hreflang tags
- ✓ Googlebot allowed by robots.txt
🌐 Social / OpenGraph
- ✓ og:title — IBM
- ✓ og:description — For more than a century, IBM has been a global technology innovator, leading advances in AI, automation and hybrid cloud solutions that help businesses grow.
- ✓ og:image — preview
- ✗ twitter:card
📐 How the SEO Pillar score is calculated
SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)
Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.
AI Readiness / GEO
71/100 40 % of Global Score 🟢 High ConfidenceThis pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.
Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.
🤖 Bot Access Matrix
👻 Rendering (Ghost Ratio) Docs
📊 Structure & Information Density Docs
🏷️ Schema Health Docs
Schema Coverage Map
📐 AI Efficiency Metrics Docs
Token Bloat Research
Multimodal Readiness
TDM Rights
🔥 Structural Entropy Check Research
🔬 AI-Crawler Simulation
See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
AI Answer Preview
NEWSee how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.
🔧 Tech Stack
Performance & Speed
56/100 20 % of Global Score 🟢 High Confidence⏱️ Time to First Byte
Google considers <200 ms "good". AI crawlers may have even shorter timeouts.
📦 Page Weight
DOM nodes
HTML payload
🗄️ Cache & CDN
- ✓ Cache-Control header →
max-age=900 - ✗ CDN cache status
- ✗ CDN detected
🔬 Tracker Tax
tracker scripts
third-party domains
token overhead
📐 How the Performance Pillar score is calculated
Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)
TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.
Architecture & Trust
100/100 15 % of Global Score 🟢 High Confidence🗺️ Sitemap & Robots
- ✓ Sitemap declared in robots.txt →
https://www.ibm.com/content/sitemap/href-sitemap-index.xml - ✓ Googlebot allowed
- ✓ GPTBot allowed
- ✓ ClaudeBot allowed
🔗 Linking
internal links
external links
🔒 Security & Trust
- ✓ HSTS header (Strict-Transport-Security)
- ✓ Content-Security-Policy header
- ✓ HTTP status 200 OK (got 200)
♿ Accessibility Signals
- ✓ HTML lang attribute → en
- ✓ Meta viewport for mobile
- ✓ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated
Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)
Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.
🏅 AI-Verified Trust Badge
Your site scores 39/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.
<a href="https://seodiff.io/radar/domains/ibm.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=ibm.com" alt="AI-Verified by SEODiff" width="280" height="52"></a>
💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.
� Deep Crawl Analysis 468 pages · Deep-10
Poorly formatted tables or pricing grids on 35 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.
| Page | Type | ACRI | Token Bloat | Words | Status |
|---|---|---|---|---|---|
| pricing | 77 | 7.2× | 5978 | 💰 Pricing | |
| pricing | 72 | 15.6× | 3461 | 💰 Pricing | |
| pricing | 72 | 15.6× | 3461 | 💰 Pricing | |
| pricing | 72 | 17.3× | 2710 | 💰 Pricing | |
| pricing | 72 | 14.6× | 3280 | 💰 Pricing | |
| pricing | 72 | 16.4× | 2786 | 💰 Pricing | |
| pricing | 72 | 19.4× | 2310 | 💰 Pricing | |
| pricing | 72 | 12.9× | 3740 | 💰 Pricing | |
| pricing | 72 | 18.1× | 2939 | 💰 Pricing | |
| pricing | 72 | 11.8× | 4423 | 💰 Pricing | |
| pricing | 72 | 15.2× | 2329 | 💰 Pricing | |
| pricing | 72 | 19.6× | 2261 | 💰 Pricing | |
| pricing | 72 | 19.1× | 2325 | 💰 Pricing | |
| pricing | 72 | 17.9× | 2455 | 💰 Pricing | |
| pricing | 72 | 14.0× | 2744 | 💰 Pricing | |
| pricing | 72 | 17.5× | 2850 | 💰 Pricing | |
| pricing | 72 | 18.8× | 2350 | 💰 Pricing | |
| pricing | 72 | 17.7× | 2712 | 💰 Pricing | |
| pricing | 72 | 18.1× | 2573 | 💰 Pricing | |
| pricing | 72 | 19.7× | 2161 | 💰 Pricing |
| Path | Pages | Avg ACRI | Ghost % | Bloat | Top Issue |
|---|---|---|---|---|---|
| /qa-ar/ | 424 | 61 | 0% | 64.0× | High JS Bloat |
| /sa-ar/ | 28 | 49 | 1% | 73.4× | Bot Blocked |
| /api/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /pricing/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /products/ | 1 | 30 | 1% | 190.7× | Bot Blocked |
| /blog/ | 1 | 30 | 1% | 965.5× | Bot Blocked |
| /terms/ | 1 | 23 | 1% | 340.7× | Bot Blocked |
| /help/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /solutions/ | 1 | 33 | 1% | 165.7× | Bot Blocked |
| /careers/ | 1 | 56 | 0% | 33.7× | High JS Bloat |
| /integrations/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /case-studies/ | 1 | 29 | 1% | 261.2× | Bot Blocked |
| /about/ | 1 | 56 | 0% | 38.1× | High JS Bloat |
| /privacy/ | 1 | 77 | 0% | 7.2× | High JS Bloat |
| /contact/ | 1 | 59 | 0% | 20.6× | High JS Bloat |
Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).
🔌 API Access
Pull this data programmatically. All sub-page metrics are available via our public API.
curl https://seodiff.io/api/v1/deep10/domain/ibm.comGet your free API key — 100 requests/month included.
🔗 Similar developer Sites
Domains with a similar tech stack, industry, and AI readiness profile to ibm.com. Compare side-by-side.
| Domain | ACRI | AI Score | Tech Stack | Token Bloat | Schema | |
|---|---|---|---|---|---|---|
| ibm.com (this site) | 39 | 68 | Express | 9.1× | 1 | — |
| raildeliverygroup.com | 64 | 75 | Express | 3.6× | 1 | Compare → |
| andzela.sk | 64 | 74 | Express | 4.5× | 0 | Compare → |
| voguefabricsstore.com | 64 | 79 | Express | 24.8× | 0 | Compare → |
| fattoincasadabenedetta.it | 64 | 75 | WordPress | 7.6× | 1 | Compare → |
| adultvibetoys.com | 64 | 80 | Shopify | 9.3× | 2 | Compare → |
📊 Semantic Share of Voice
How often would an AI cite ibm.com when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.
Analyzing citation landscape…
Bait & Switch Delta
F 10 PAGESCompares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.
Worst Inner Pages
E-E-A-T Trust Signals
A 90/100Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.
Citation Profile
22 DOMAINSOutbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.
instagram.com
AI trust scores for the domains ibm.com links to. Citing high-trust sources lifts your own credibility signal.
Remediation Patches
COPY-PASTEAuto-generated code fixes tailored to ibm.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Ibm",
"url": "https://ibm.com",
"potentialAction": {
"@type": "SearchAction",
"target": "https://ibm.com/search?q={search_term_string}",
"query-input": "required name=search_term_string"
}
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is Ibm?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Add your answer here — describe what Ibm does in 1-2 sentences."
}
},
{
"@type": "Question",
"name": "How does Ibm work?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Explain the key features and how users interact with Ibm."
}
}
]
}
</script>
Projected Impact
ROI EST.If you apply the patches above, here's the estimated improvement for ibm.com:
*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.
📋 Data Export
Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).
All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).
Is this your company?
Monitor your AI visibility score weekly and get alerted when changes happen.
Start Free →