civileats.com 47 D
🛡️ SEO 75 🤖 GEO 69 ⚡ Perf 47 🏗️ Arch 80

civileats.com — Global SEODiff Score 47/100

civileats.com
📊

civileats.com struggles with AI visibility, recording a critical ACRI of 15/100 — AI crawlers face significant hurdles extracting its content. Within the healthcare vertical, this places civileats.com below the industry average of 57 —, indicating room for competitive improvement. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. The 14.2× token bloat ratio falls within the normal range, though there is room to trim navigation, footer, and script overhead. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. A full AI bot restriction means AI-powered search and answer engines cannot currently crawl and index this domain's content.

47
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Performance (47) has the most room for improvement.
🎯 Top Fix: Allow GPTBot + ClaudeBot in robots.txt → lift the score cap
🔬 Automated SEODiff Assessment · Snapshot: Mar 3, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Feb 23 Mar 3
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than civileats.com?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)75 × 0.25 = 18.8
🤖 AI Readiness / GEO (40% weight)69 × 0.40 = 27.6
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)80 × 0.15 = 12.0
Weighted sum = 18.8 + 27.6 + 9.4 + 12.0
⚠️ Fatal multiplier: All major AI bots blocked → ×0.5
Global SEODiff Score = 47 (D)
🚫
Gatekeeper Rule: Score cannot exceed 15. Both GPTBot and ClaudeBot are blocked in robots.txt. No major AI assistant can cite this site. Allow at least one major AI crawler to lift the cap. See Bot Access →
📊 ACRI Sub-Scores (AI Readiness Detail)
20
Bot Access
avg 92
100
Rendering
avg 93
44
Structure
avg 36
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 6%
Rank #63474
+60 pts
Gap
AI (ACRI)
Top 66%
Score 15/100

civileats.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 civileats.com ranks here

Tech stackWordPress
Industryhealthcare
RenderingSSR
Schema coverage1 blocks
Token bloat14.2×

Fastest improvements

  • Allow GPTBot in robots.txt so AI crawlers can access your pages (see Crawl Access).
  • Allow ClaudeBot (many assistants rely on it) — blocking it often correlates with “AI invisibility.”
  • 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

75/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

38 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

136 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 15
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Civil Eats
  • ✓ og:description — Civil Eats is a news source for critical thought about the American food system. Read our latest reporting on U.S. food and agriculture.
  • ✓ 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

69/100 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 healthcare sector, mackayaccountants.com (ACRI: 86) 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 →
civileats.com
51
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. mackayaccountants.com has schema coverage of 4 blocks and uses Custom / Proprietary. 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)
Blocked
ClaudeBot (Anthropic)
Blocked
CCBot (Common Crawl)
Blocked
Google-Extended
Blocked
Googlebot
Allowed
💡GPTBot is blocked. To appear in ChatGPT citations, add Allow: / under User-agent: GPTBot in your robots.txt.
💡ClaudeBot is blocked. To be cited by Claude, allow ClaudeBot in robots.txt.

👻 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 44/100 — Fair
Structured Elements 110 elements (110 lists, 0 rows, 0 headers)
Total Words1873
Raw Density5.9%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

56
AI Extractability
Low
Crawl Cost
Critical
Blocklist Risk
Extractability56/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskCritical — 4 of 5 AI crawlers blocked

Token Bloat Research

7%
🗑️ 93%
Useful Content (12.5 KB)Bloat (165.4 KB)
Token Bloat Ratio14.2× — Normal

Multimodal Readiness

Visual Context79% Optimized for Vision
Image Alt Coverage73 / 92 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 93.0% · SNR: 0.08 · Signal: 3197 / Noise: 42350 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 civileats.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
Civil Eats provides in-depth journalism and analysis about the American food system, focusing on issues of equity, sustainability, and social
Target Audience
Journalists, researchers, activists, policymakers, food system professionals, and concerned citizens interested in food and agriculture issues, particularly those focused on BIPOC communities and environmental justice.
Pricing Model
Membership-based; tiered access with a paywall for premium content and a free tier offering limited access. Donations accepted to support operations.
🏆 Competitive Moat
Unique focus on intersectional food issues, BIPOC communities, and investigative reporting, combined with a long-standing commitment to editorial independence and a strong community of supporters.
📊 Content Depth
9/10
🔄 Programmatic SEO Signals
Paywall implementationMember-only newsletter ('The Deep Dish')Donation pageAwards and honors page
⚡ Key Pain Points
• Limited SEO signals beyond paywall and membership
• Lack of integration with other platforms
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servernginx
CDN
HTTP Status200
Load Time1546 ms
Raw HTML Size177.9 KB
Visible Text Size12.5 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1546 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1355
DOM nodes
178 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

1
tracker scripts
1
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.com
📐 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

80/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → http://civileats.com/sitemap_index.xml
  • ✓ Googlebot allowed
  • ✗ GPTBot allowed
  • ✗ ClaudeBot allowed

🔗 Linking

363
internal links
7
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 51/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for civileats.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/civileats.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=civileats.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 57 pages · Deep-10

Homepage ACRI
51
Single-page score
+17
Subpages outperform homepage
Δ delta
Site-Wide ACRI
69
Avg across 57 pages · Range 54–85
Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
75189
Avg Bloat
24.9×
Page Type ACRI Token Bloat Words Status
https://civileats.com/about
About Civil Eats | Sustainable Food News ResourceAbout Civil Eats | Sustainable Food News Resource
pricing 85 9.9× 3279 💰 Pricing
https://civileats.com/2008/07/12/victory-garden-watch-day-10/
Victory Garden Watch: Day 10 | Civil EatsVictory Garden Watch: Day 10 | Civil Eats
pricing 85 7.4× 4143 💰 Pricing
https://civileats.com/2008/07/20/seeking-global-food-justice-an-interview-with-raj-patel/
Seeking Global Food Justice: An Interview with Raj Patel | Civil EatsSeeking Global Food Justice: An Interview with Raj Patel | Civil Eats
pricing 75 12.5× 2262 💰 Pricing
https://civileats.com/2008/07/17/how-to-know-when-farmed-seafood-is-safe/
How to Know When Farmed Seafood is Safe | Civil EatsHow to Know When Farmed Seafood is Safe | Civil Eats
pricing 75 11.9× 2438 💰 Pricing
https://civileats.com/2008/06/24/slaughterhouse-diary/
Slaughterhouse Diary | Civil EatsSlaughterhouse Diary | Civil Eats
pricing 75 10.8× 2641 💰 Pricing
https://civileats.com/2008/06/26/does-northern-california-have-a-regional-cuisine/
Does Northern California Have a Regional Cuisine? | Civil EatsDoes Northern California Have a Regional Cuisine? | Civil Eats
pricing 75 10.6× 2707 💰 Pricing
https://civileats.com/2008/12/08/tomatoes-in-december/
Tomatoes in December | Civil EatsTomatoes in December | Civil Eats
pricing 72 18.9× 1404 💰 Pricing
https://civileats.com/2008/07/04/interview-with-dan-imhoff-part-2/
Interview with Dan Imhoff: Part 2 | Civil EatsInterview with Dan Imhoff: Part 2 | Civil Eats
pricing 72 17.9× 1497 💰 Pricing
https://civileats.com/2008/12/10/sweet-surprise-corn-syrup-campaign-misses-the-point/
"Sweet Surprise" Corn Syrup Campaign Misses the Point | Civil Eats"Sweet Surprise" Corn Syrup Campaign Misses the Point | Civil Eats
pricing 72 18.0× 1533 💰 Pricing
https://civileats.com/2008/12/18/change-we-can-eat-an-immodest-proposal-for-obama%e2%80%99s-food-policy/
Change We Can Eat: an Immodest Proposal for Obama’s Food Policy | Civil EatsChange We Can Eat: an Immodest Proposal for Obama’s Food Policy | Civil Eats
pricing 72 19.8× 1371 💰 Pricing
https://civileats.com/2008/06/03/welcome-to-slow-food-nation/
Welcome to Slow Food Nation | Civil EatsWelcome to Slow Food Nation | Civil Eats
pricing 72 19.2× 1394 💰 Pricing
https://civileats.com/2008/12/12/the-quest-to-be-an-organic-farmer/
The Quest to Be An Organic Farmer | Civil EatsThe Quest to Be An Organic Farmer | Civil Eats
pricing 72 16.2× 1705 💰 Pricing
https://civileats.com/2008/07/16/designing-victory-gardens-an-interview-with-amy-franceschini/
Designing Victory Gardens: An Interview with Amy Franceschini | Civil EatsDesigning Victory Gardens: An Interview with Amy Franceschini | Civil Eats
pricing 72 14.3× 1914 💰 Pricing
https://civileats.com/2008/07/25/wild-summer-blackberries-thorny-forage-sweet-reward/
Wild Summer Blackberries: Thorny Forage, Sweet Reward | Civil EatsWild Summer Blackberries: Thorny Forage, Sweet Reward | Civil Eats
pricing 72 19.0× 1407 💰 Pricing
https://civileats.com/2008/12/09/tis-the-season-for-local-organicbeefcake/
'Tis The Season For Local, Organic...Beefcake? | Civil Eats'Tis The Season For Local, Organic...Beefcake? | Civil Eats
pricing 72 13.7× 2015 💰 Pricing
https://civileats.com/2008/06/13/slow-food-nation-victory-garden-planting-july-12/
Slow Food Nation Victory Garden: Planting July 12 | Civil EatsSlow Food Nation Victory Garden: Planting July 12 | Civil Eats
pricing 72 16.0× 1762 💰 Pricing
https://civileats.com/2008/07/10/what-they-ate-on-the-way-to-the-california-gold-fields/
What they ate on the way to the California gold fields | Civil EatsWhat they ate on the way to the California gold fields | Civil Eats
pricing 72 16.1× 1687 💰 Pricing
https://civileats.com/2008/12/21/advice-to-new-ag-secretary-channel-another-son-of-iowa/
Advice to New Ag Secretary: Channel Another Son of Iowa | Civil EatsAdvice to New Ag Secretary: Channel Another Son of Iowa | Civil Eats
pricing 72 15.6× 1771 💰 Pricing
https://civileats.com/2008/12/10/changing-our-thinking-on-gm-seed/
Changing Our Thinking on GM Seed | Civil EatsChanging Our Thinking on GM Seed | Civil Eats
pricing 72 17.0× 1607 💰 Pricing
https://civileats.com/2008/07/14/the-victory-garden-is-planted/
The Victory Garden is Planted! | Civil EatsThe Victory Garden is Planted! | Civil Eats
pricing 72 19.1× 1470 💰 Pricing
Showing 20 of 57 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
/2008/ 55 69 0% 23.8× High JS Bloat
/about/ 1 85 0% 9.9× High JS Bloat
/contact/ 1 54 0% 101.3× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 57 pages
facebook.com ×57
twitter.com ×57
linkedin.com ×57
instagram.com ×57
bsky.app ×57
threads.com ×57
flickr.com ×11
thefern.org ×11
🔄 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/civileats.com

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

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📊 Semantic Share of Voice

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

Allow GPTBot in robots.txt
High Impact ⏱ 2 min
GPTBot is blocked — your content cannot appear in ChatGPT citations. Add this to your robots.txt:
text
User-agent: GPTBot
Allow: /

User-agent: ChatGPT-User
Allow: /
Allow ClaudeBot in robots.txt
Medium Impact ⏱ 2 min
ClaudeBot is restricted — Claude may not be able to cite your content. Many AI assistants rely on it.
text
User-agent: ClaudeBot
Allow: /

User-agent: anthropic-ai
Allow: /
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 7% of your HTML is useful content. AI crawlers waste context window tokens on bloat.
html
<!-- Move inline CSS to external stylesheets -->
<link rel="stylesheet" href="/css/main.css">

<!-- Move inline scripts to external files with defer -->
<script src="/js/app.js" defer></script>

<!-- Remove duplicate navigation blocks -->
<!-- Keep only ONE <nav> in the <header> -->

<!-- Ensure <main> wraps your primary content -->
<main>
  <!-- Your content here — this is what AI sees first -->
</main>
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 Civileats?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Civileats does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Civileats work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Civileats."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
15
Projected Score
36
Improvement
+21 pts
Allow GPTBot +8 pts
Allow ClaudeBot +5 pts
Reduce token bloat +5 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