smsbump.com 73 B
🛡️ SEO 75 🤖 GEO 82 ⚡ Perf 34 🏗️ Arch 95

smsbump.com — Global SEODiff Score 73/100

smsbump.com
📊

smsbump.com achieves a 77/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. In the infrastructure sector, smsbump.com outperforms the average (57), suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. The token bloat ratio sits at a lean 3.8×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

73
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (34) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 21 snapshots
Feb 21 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than smsbump.com?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)75 × 0.25 = 18.8
🤖 AI Readiness / GEO (40% weight)82 × 0.40 = 32.8
⚡ Performance (20% weight)34 × 0.20 = 6.8
🏗️ Architecture & Trust (15% weight)95 × 0.15 = 14.2
Weighted sum = 18.8 + 32.8 + 6.8 + 14.2
Global SEODiff Score = 73 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
34
Structure
avg 36
44
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #28479
+12 pts
Gap
AI (ACRI)
Top 14%
Score 77/100

smsbump.com shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why smsbump.com ranks here

Tech stackWordPress
RenderingSSR
Schema coverage2 blocks
Token bloat3.8×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • Create an llms.txt file 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 →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

75/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

57 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

139 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 4
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.yotpo.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Yotpo: Ecommerce Marketing Platform For Loyalty & Reviews
  • ✓ og:description — Drive growth with Yotpo. Our platform for loyalty programs and customer reviews helps eCommerce brands build lasting customer relationships
  • ✓ og:image — preview
  • ✓ twitter:card — summary_large_image
📐 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

82/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the infrastructure sector, safely.co.jp (ACRI: 90) currently has stronger AI extractability. AI models tend to prefer sources with higher semantic structure and schema coverage. Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
smsbump.com
62
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 blocks and uses WordPress. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.

Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 34/100 — Low
Structured Elements 43 elements (43 lists, 0 rows, 0 headers)
Total Words1267
Raw Density3.4%
💡Low structure score (34/100). Your content appears as a wall of text with few structured HTML elements. You have 43 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

3/7 schema types detected
✅ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
✅ Article
✅ WebSite
💡Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

66
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability66/100 — AI models can partially extract answers from this page
Crawl CostMedium (65/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

26%
🗑️ 74%
Useful Content (99.5 KB)Bloat (273.8 KB)
Token Bloat Ratio3.8× — Lean

Multimodal Readiness

Visual Context90% Optimized for Vision
Image Alt Coverage159 / 177 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

30 Entropy
Poor Token Bloat: High
Noise Ratio: 73.3% · SNR: 0.36 · Signal: 25474 / Noise: 70086 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

A local LLM (mlx-community/gemma-3-4b-it-qat-4bit) analyzed the extracted content of smsbump.com and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
Yotpo SMS & Loyalty enables businesses to target customers with hyper-personalized messages and promote loyalty programs via SMS and email,
Target Audience
E-commerce store owners, marketing managers, and customer engagement specialists using Shopify, Shopify Plus, Adobe Commerce, BigCommerce, and Salesforce Commerce Cloud.
Pricing Model
Free, Pro, Premium, Enterprise - tiered pricing based on features and usage.
🔗 Integration Partners
ShopifyAdobe Commerce (Magento)BigCommerce
🏆 Competitive Moat
AI-powered flow builder with advanced personalization capabilities and automated integration with existing SMS and email marketing platforms.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Template comparison pagesSearch for ‘Loyalty flows’Search for ‘Yotpo Loyalty’
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features
• Complexity of setting up loyalty flows
Model: mlx-community/gemma-3-4b-it-qat-4bit · Analyzed: 2026-03-01 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servernginx
CDN
HTTP Status200
Load Time2661 ms
Raw HTML Size373.3 KB
Visible Text Size99.5 KB

Performance & Speed

34/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2661 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

1246
DOM nodes
373 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=0
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 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

95/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://smsbump.com/pages/sitemap
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

75
internal links
57
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✓ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en-US
  • ✓ 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 62/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for smsbump.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/smsbump.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=smsbump.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 43 pages · Deep-10

Homepage ACRI
62
Single-page score
-17
Moderate hidden bloat
Δ delta
Site-Wide ACRI
46
Avg across 43 pages · Range 22–52
🔍
Hidden Bloat Detected

Homepage scores 62, but internal pages average only 46 — a -17-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
11%
Topical Drift
TF-IDF cosine similarity
Total Words
30074
Avg Bloat
42064.6×
RAG Fractures [?]
4
⚠️
4 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 4 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://smsbump.com/knowledge-base/view/integration-yotpo-loyalty
Drive More Repeat Sales with SMS & Email and Loyalty
pricing 52 428.8× 1122 ⚠️ RAG Fracture
https://smsbump.com/knowledge-base/view/how-to-read-sms-flows-data-in-analytics
Understanding the Flow Analytics Dashboard
pricing 52 669.5× 698 💰 Pricing
https://smsbump.com/knowledge-base/view/keywords
Activating Keyword Subscription
pricing 52 861.8× 540 💰 Pricing
https://smsbump.com/knowledge-base/view/how-to-run-an-ab-test-in-smsbump
Running an A/B Test on Your SMS Campaigns
pricing 52 645.8× 720 💰 Pricing
https://smsbump.com/knowledge-base/view/how-to-run-a-successful-text-marketing-campaign
How To Run A Successful Text Marketing Campaign
pricing 52 318.2× 1561 💰 Pricing
https://smsbump.com/knowledge-base/view/setting-user-actions-with-msbump-texts-as-rules-in-segments
Setting User Actions with Yotpo SMSBump Texts as Rules in Segments
pricing 52 699.4× 659 💰 Pricing
https://smsbump.com/knowledge-base/view/how-to-configure-your-smsbump-app-settings
General
pricing 52 385.4× 1242 ⚠️ RAG Fracture
https://smsbump.com/knowledge-base/view/analytics-overview
Understanding Your Yotpo SMS & Revenue Analytics
pricing 52 833.4× 556 💰 Pricing
https://smsbump.com/knowledge-base/view/setting-customer-attributes-rules-in-segments
Creating Segments with Customer Details
pricing 52 829.4× 564 ⚠️ RAG Fracture
https://smsbump.com/knowledge-base/view/how-to-create-a-popup
Creating a Subscriber Collection Popup
pricing 52 386.0× 1247 💰 Pricing
https://smsbump.com/knowledge-base/view/reviewing-your-sms-marketing-campaigns-in-analytics
Reviewing Your SMS Marketing Campaigns in Analytics
pricing 52 566.5× 814 💰 Pricing
https://smsbump.com/knowledge-base/view/enforced-quiet-hours-us-stores-only
Compliance Settings
pricing 52 400.5× 1186 💰 Pricing
https://smsbump.com/knowledge-base/view/how-to-set-up-and-use-smile-in-smsbump
How to Set Up and Use Smile in Yotpo SMSBump
pricing 52 259.0× 1840 💰 Pricing
https://smsbump.com/knowledge-base/view/how-to-add-discounts-in-sms-marketing-campaigns-and-automations
How to Add Discounts in SMS Marketing Campaigns, Flows, and Automations
pricing 52 528.2× 897 💰 Pricing
https://smsbump.com/knowledge-base/view/the-complete-guide-on-timezones-for-sms-marketing-in-shopify
The Complete Guide on Timezones for SMS Marketing in Shopify
pricing 52 597.6× 784 💰 Pricing
https://smsbump.com/knowledge-base/view/connecting-mailchimp-and-smsbump-on-your-shopify-store
Connecting Mailchimp and Yotpo SMS & Email on Your Shopify Store
pricing 52 648.5× 720 💰 Pricing
https://smsbump.com/knowledge-base/view/smsbump-chat
Enabling and Using the Yotpo SMS & Email Chat
pricing 52 400.6× 1172 💰 Pricing
https://smsbump.com/knowledge-base/view/an-introduction-to-smsbump-integrations
Yotpo SMS & Email Integrations
pricing 52 472.4× 989 💰 Pricing
https://smsbump.com/knowledge-base/view/grow-your-smsbump-text-message-subscribers-with-carthook
Grow Your Yotpo SMSBump Text Message Subscribers with CartHook
pricing 52 477.5× 967 💰 Pricing
https://smsbump.com/knowledge-base/view/multiple-lists-segments-optimal-targeting
Combine Multiple Lists and Segments for Optimal Customer Targeting
pricing 52 682.2× 674 💰 Pricing
Showing 20 of 43 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/knowledge-base/ 43 46 1% 42064.6× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 43 pages
womeninecomm.yotpo.com ×43
twitter.com ×43
status.yotpo.com ×43
core-api.yotpo.com ×43
partners.yotpo.com ×43
yap.yotpo.com ×43
yotpo.document360.io ×43
community.yotpo.com ×43
🔄 Re-Crawl & Update 📡 Track this Domain

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/smsbump.com

Get your free API key — 100 requests/month included.

🔗 Similar infrastructure Sites

Domains with a similar tech stack, industry, and AI readiness profile to smsbump.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
smsbump.com (this site) 62 77 WordPress 3.8× 2
profitserver.ru 86 90 WordPress 3.8× 2 Compare →
profitserver.net 86 90 WordPress 3.7× 2 Compare →
driphydration.com 86 95 WordPress 1.9× 2 Compare →
hi-ad.jp 86 89 WordPress 3.0× 5 Compare →
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📊 Semantic Share of Voice

How often would an AI cite smsbump.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…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to smsbump.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Smsbump?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Smsbump does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Smsbump work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Smsbump."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for smsbump.com:

Current Score
77
Projected Score
80
Improvement
+3 pts
Add FAQ schema +3 pts

*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).

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history