sparktoro.com 72 B
🛡️ SEO 47 🤖 GEO 76 ⚡ Perf 84 🏗️ Arch 87

sparktoro.com — Global SEODiff Score 72/100

sparktoro.com
📊

sparktoro.com achieves a 72/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Within the infrastructure vertical, this places sparktoro.com above the industry average of 57 —, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. With a 4.8× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

72
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (47) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 21 Content change detected
🔄 Mar 16 Content change detected
Does your site score higher than sparktoro.com?
Run the same 40-signal audit on your own domain — free, instant results.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)47 × 0.25 = 11.8
🤖 AI Readiness / GEO (40% weight)76 × 0.40 = 30.4
⚡ Performance (20% weight)84 × 0.20 = 16.8
🏗️ Architecture & Trust (15% weight)87 × 0.15 = 13.0
Weighted sum = 11.8 + 30.4 + 16.8 + 13.0
Global SEODiff Score = 72 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
49
Structure
avg 35
0
Schema
avg 9
75
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 5%
Rank #45594
+23 pts
Gap
AI (ACRI)
Top 27%
Score 72/100

sparktoro.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 sparktoro.com ranks here

Tech stackCloudflare Pages
RenderingSSR
Schema coverage0 blocks
Token bloat4.8×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • 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

47/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

48 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

133 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 2
  • ✓ Has <h2> headings — found 3
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://sparktoro.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — SparkToro | Audience Research at Your Fingertips
  • ✓ og:description — Our mission is to make it easy to discover the websites, blogs, podcasts, social accounts, and publications that reach your audience.
  • ✓ 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

76/100 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 →
sparktoro.com
49
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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 49/100 — Fair
Structured Elements 33 elements (33 lists, 0 rows, 0 headers)
Total Words457
Raw Density7.2%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected

Schema Coverage Map

0/7 schema types detected
❌ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡Organization schema missing. AI models cannot identify your brand entity. Without it, your brand won't appear in Knowledge Panels or be associated with your content.
💡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.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

59
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability59/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

20%
🗑️ 80%
Useful Content (10.8 KB)Bloat (40.8 KB)
Token Bloat Ratio4.8× — Lean

Multimodal Readiness

Visual Context26% Optimized for Vision
Image Alt Coverage5 / 19 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 26% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

5 Entropy
Poor Token Bloat: High
Noise Ratio: 79.1% · SNR: 0.26 · Signal: 2757 / Noise: 10444 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

SEODiff AI analyzed the extracted content of sparktoro.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
SparkToro helps organizations identify where their audience spends time and pays attention, enabling more targeted and effective marketing efforts by revealing influential publications and people.
Target Audience
Marketing professionals, business owners, and organizations seeking to improve their audience research and marketing strategy.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Unique audience research platform identifying influential publications and people, differentiating from traditional advertising-focused approaches.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Blog RSS feedJob postingsTerms of ServiceDo Not Sell My Personal Information
⚡ Key Pain Points
• Reliance on advertising platforms (Facebook, Google)
• Lack of transparency in audience research
• Ineffective marketing due to targeting limitations
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

AI-Readiness Score75/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time307 ms
Raw HTML Size51.6 KB
Visible Text Size10.8 KB

Performance & Speed

84/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

307 ms
Acceptable — room for improvement

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

📦 Page Weight

489
DOM nodes
52 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=25200
  • ✓ CDN cache status → HIT
  • ✓ CDN detected → cloudflare

🔬 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

87/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

25
internal links
9
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
  • ✓ 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 49/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for sparktoro.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/sparktoro.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=sparktoro.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 75 pages · Deep-10

Homepage ACRI
49
Single-page score
-1
Consistent readability
Δ delta
Site-Wide ACRI
48
Avg across 75 pages · Range 0–77
Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
29973
Avg Bloat
39.3×
RAG Fractures [?]
68
⚠️
68 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 68 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://sparktoro.com/case-studies/foundation
Foundation - How Foundation Closes Deals, Serves Clients, and Makes Ad Spend More Efficient with SparkToro. | SparkToro Case Study
pricing 77 9.0× 1195 ⚠️ RAG Fracture
https://sparktoro.com/recommendations
Resources - Good People, Recommended Companies, Useful Tools, Worthwhile Books, and more | SparkToro
pricing 75 10.9× 1186 ⚠️ RAG Fracture
https://sparktoro.com/support/examples-of-useful-sparktoro-searches/
Examples of useful SparkToro searches - SparkToro Support
support 72 13.4× 850 ⚠️ RAG Fracture
https://sparktoro.com/pricing
SparkToro Pricing
pricing 67 11.2× 1750 ⚠️ RAG Fracture
https://sparktoro.com/team/rand
Rand Fishkin's Bio, Speaker Rates, Contact Details | SparkToro
pricing 67 21.4× 758 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/web-marketer-uk
Web Marketer UK - SparkToro is such a strong springboard from which to start | SparkToro Case Study
social-proof 67 10.1× 1051 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/shepherd
How Shepherd Does Fast, Full-Stack Market Research with SparkToro | SparkToro Case Study
social-proof 67 11.3× 904 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/truly-inc
Truly Inc Case Study - It's Kind of Magic, Really | SparkToro Case Study
social-proof 67 11.3× 948 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/beach-commute
Beach Commute Case Study - Keyword research gives you the outline, and SparkToro fills in the colors | SparkToro Case Study
social-proof 67 10.2× 1049 ⚠️ RAG Fracture
https://sparktoro.com/blog
SparkToro Blog | The Latest in Digital Marketing and Audience Research
pricing 67 27.9× 601 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/grizzle
Grizzle Case Study - Learn how the Hunter.io integration made their day | SparkToro Case Study
social-proof 67 12.8× 798 ⚠️ RAG Fracture
https://sparktoro.com/about
About SparkToro's Team, Company, & Mission
about 64 16.9× 593 ⚠️ RAG Fracture
https://sparktoro.com/product
The Best Audience Research Tool on the Web | SparkToro
pricing 64 18.8× 642 💰 Pricing
https://sparktoro.com/case-studies/isynergy
iSynergy Case Study - SparkToro has been our single source of audience truth | SparkToro Case Study
social-proof 64 14.5× 687 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/kurve
Kurve Case Study - We saw a 13% uplift in sign-ups compared to generic campaigns | SparkToro Case Study
social-proof 64 17.1× 575 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/evonomix
Digital agency Evonomix found new ways of discovering campaign ideas | SparkToro Case Study
social-proof 64 13.5× 747 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/adwordizing
Adwordizing Case Study - Using SparkToro for competitor analysis is extremely useful | SparkToro Case Study
social-proof 64 14.3× 695 ⚠️ RAG Fracture
https://sparktoro.com/case-studies/contact-any-celebrity
Contact Any Celebrity - I couldn't figure out what media our audience consumed anymore | SparkToro Case Study
social-proof 64 17.4× 549 ⚠️ RAG Fracture
https://sparktoro.com/case-studies
SparkToro Case Studies | SparkToro
pricing 64 13.9× 752 ⚠️ RAG Fracture
https://sparktoro.com/book
Lost & Founder - Rand's Book | Lost and Founder: A Painfully Honest Field Guide | SparkToro
pricing 64 19.3× 510 ⚠️ RAG Fracture
Showing 20 of 75 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
/support/ 25 47 0% 75.6× High JS Bloat
/resources/ 23 47 0% 30.9× High JS Bloat
/case-studies/ 12 66 0% 12.9× High JS Bloat
/integrations/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 67 0% 27.9× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/careers/ 1 49 0% 22.9× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/team/ 1 67 0% 21.4× High JS Bloat
/book/ 1 64 0% 19.3× High JS Bloat
/recommendations/ 1 75 0% 10.9× High JS Bloat
/product/ 1 64 0% 18.8× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 67 0% 11.2× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 75 pages
twitter.com ×68
instagram.com ×68
linkedin.com ×68
facebook.com ×68
mastodon.social ×43
threads.net ×42
crowdcast.io ×9
amazon.com ×3
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/sparktoro.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 sparktoro.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
sparktoro.com (this site) 49 72 Cloudflare Pages 4.8× 0
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📊 Semantic Share of Voice

How often would an AI cite sparktoro.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 sparktoro.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add Organization JSON-LD
High Impact ⏱ 5 min
AI models cannot identify your brand entity without Organization schema. This is the #1 fix for AI visibility.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Sparktoro",
  "url": "https://sparktoro.com",
  "logo": "https://sparktoro.com/favicon.ico",
  "sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Sparktoro",
  "url": "https://sparktoro.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://sparktoro.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
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 Sparktoro?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Sparktoro does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Sparktoro work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Sparktoro."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
72
Projected Score
88
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
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