What are the 48 AEO criteria?

The 48 criteria are organized into 5 pillars with fixed target shares: Answer Readiness 40%, Content Structure 25%, Trust & Authority 15%, Technical Foundation 10%, and AI Discovery 10%. Inside those pillars, criteria cover topic coherence, original data, depth, fact density, direct answers, Q&A structure, entity authority, freshness, visible dates, schema, semantic HTML, extraction friction, llms.txt, robots.txt, licensing, canonicals, sitemap coverage, and RSS. Each criterion is scored 0–10, converted into an effective weight after confidence and overlap controls, then rolled into the final score.

What does the RSS feed audit check?

The audit verifies your site has a discoverable RSS or Atom feed with proper metadata. It checks feed existence at common paths, a link tag in the HTML head, adequate item count, and pubDate per item. RSS feeds let AI indexing systems detect new content automatically without waiting for a full crawl.

What content licensing signals does the audit check?

The audit looks for machine-readable licensing metadata: CreativeWork license properties in JSON-LD, meta tags indicating reuse policy, copyright notices, ai.txt declarations, and TDM Reservation Protocol headers. Clear licensing tells AI systems whether they can quote or reference your content in their answers.

What are conditional audit criteria?

Conditional criteria are checks that only apply to certain site types. Product/Offer schema applies only to e-commerce. Hreflang only to multilingual sites. ai.txt/TDM policy only to sites with substantial original content. Speakable schema was previously conditional but is now an active scored criterion in the 48-criteria framework. The remaining conditional criteria supplement the 34 universal audit criteria.

tive.com - AEO Audit Report | 41/100

tive.com

Weak AI visibility with 29 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & Infrastructure Robotics & Hardware

Scoring Methodology

How Your AEO Site Rank Is Calculated

A weighted average of 48 deterministic criteria. Each scored 0-10, each with a specific weight. No AI judgment calls - every point is traceable.

Weak visibilityOut of 100 possible points

The Formula

Score = sum(criterion_score / 10 * weight * 100) / sum(weights)

Each criterion is scored 0-10 by deterministic checks, multiplied by its weight, and summed to produce a 0-100 overall score.

Your Score Breakdown

Content9 criteria

Q&A Content Format15%5/10+7.5

FAQ Sections10%5/10+5.0

Original Data10%6/10+6.0

Content Freshness7%2/10+1.4

Direct Answer Paragraphs7%10/10+7.0

Fact & Data Density5%10/10+5.0

Definition Patterns4%7/10+2.8

Query-Answer Alignment8%4/10+3.2

Content Cannibalization5%6/10+3.0

Subtotal71%+40.9

Structure5 criteria

Schema.org JSON-LD15%9/10+13.5

Clean, Crawlable HTML10%8/10+8.0

Semantic HTML55%7/10+3.5

Table & List Extractability7%3/10+2.1

Schema Coverage3%8/10+2.4

Subtotal40%+29.5

Discovery5 criteria

llms.txt10%10/10+10.0

robots.txt for AI5%5/10+2.5

Internal Linking10%8/10+8.0

Sitemap Completeness5%7/10+3.5

RSS/Atom Feed3%0/10+0.0

Subtotal33%+24.0

Trust Signals6 criteria

Entity Authority10%6/10+6.0

Content Licensing4%0/10+0.0

Author & Expert Schema4%4/10+1.6

Canonical URL4%10/10+4.0

Content Velocity3%2/10+0.6

Visible Date Signals4%3/10+1.2

Subtotal29%+13.4

Overall Score100%41/100

Score Ranges

86-100AI-first content architecture

71-85Strong AI visibility

56-70Moderate visibility

41-55Weak visibility

26-40Minimal visibility

0-25Not on the radar

Key Points

Topic Coherence carries the highest weight at 14%, followed by Original Data at 10%, across 48 total criteria.

No HTTPS means Clean HTML is capped at 3/10, costing approximately 3-4 overall points.

Every criterion uses deterministic checks. Same site, same audit, same score - every time.

Read full scoring methodology →

↓4 since v5

Citation Avg

Coherence gate active - score capped at 45

Answer Readiness

~40% weight

5/10

Content Structure

~25% weight

6/10

Trust & Authority

~15% weight

5/10

Technical Foundation

~10% weight

6/10

AI Discovery

~10% weight

5/10

Verdict

Critical AEO gaps at 41/100 - tive.com is largely invisible to AI engines. Key strengths include llms.txt File, Direct Answer Paragraphs, and Fact & Data Density. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Speakable Schema. Topic coherence is 2/10, which caps the overall score at 45. Focusing content on core expertise areas is the single highest-impact improvement.

Top priorities

RSS/Atom FeedDiscovery+10 pts

Content Licensing & AI PermissionsDiscovery+10 pts

Speakable SchemaTechnical+10 pts

#9022of 13300

#1609of 2335 in Developer Tools & Infrastructure

Ahead of you

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View full rankings →

How to Improve

Current

41/100

Projected

76/100

41Total Fixes

9Quick Wins

~83hEst. Effort

Quick Wins

Add question-based headingsConfigure robots.txt for AI crawlersBuild FAQ sections with schemaAdd ai.txt and content licensingEnhance author and expert schemaImprove query-answer alignmentAdd visible date signalsImprove citation-ready writing qualityEliminate cross-page duplicate content

Fix

Impact

Effort

Configure robots.txt for AI crawlers

Update robots.txt to explicitly allow AI crawlers and include sitemap directive.

high

trivial

Configure robots.txt for AI crawlers

high|trivial

Fix HTML structure and meta tags

Ensure clean, well-structured HTML with proper meta tags, HTTPS, and parseable content for AI crawlers.

low

Fix HTML structure and meta tags

low|low

Create complete sitemap.xml

Generate a comprehensive sitemap with lastmod dates for all important pages.

medium

low

Create complete sitemap.xml

medium|low

Reduce render-blocking resources

Minimize blocking scripts and stylesheets in <head> to improve content availability for AI crawlers.

medium

low

Reduce render-blocking resources

medium|low

Reduce document weight

Trim oversized HTML, excessive DOM nodes, and large inline payloads that slow AI crawlers.

low

Reduce document weight

low|low

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Top Opportunities10

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Fix It With AI43

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Score Breakdown

Criteria

Status

Potential

Score

RSS/Atom Feed

critical+10 pts0/10

Content Licensing & AI Permissions

critical+10 pts0/10

Speakable Schema

critical+10 pts0/10

Entity Disambiguation

critical+9 pts1/10

Image Context for AI

critical+9 pts1/10

Content Freshness Signals

critical+8 pts2/10

Content Publishing Velocity

critical+8 pts2/10

Topic Coherence

critical+8 pts2/10

First-Hand Experience Signals

critical+8 pts2/10

Methodology Transparency

critical+8 pts2/10

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

www.tive.com/frChaque envoi compte | Tive

F30

content

1,057

www.tive.com/frF30

Chaque envoi compte | Tive

www.tive.com/blog/combating-peak-season-cargo-theft-with-...Combating Peak Season Cargo Theft with Real-Time Visibility | Tive

F34

blog

1,758

www.tive.com/blog/combating-peak-season-cargo-theft-with-...F34

Combating Peak Season Cargo Theft with Real-Time Visibility | Tive

www.tive.com/es/blog/enhancing-intermodal-shipping-the-po...Mejorar el transporte intermodal: el poder de la visibilidad en tiempo real | Tive

F33

blog

1,744

www.tive.com/es/blog/enhancing-intermodal-shipping-the-po...F33

Mejorar el transporte intermodal: el poder de la visibilidad en tiempo real | Tive

www.tive.com/de/blog/adapting-to-tomorrow-bridging-pharma...Week in Review: Adapting to Tomorrow—Bridging Pharma Gaps, Changing Consumer Habits & Reinforcing Food Logistics | Tive

F31

blog

1,731

www.tive.com/de/blog/adapting-to-tomorrow-bridging-pharma...F31

Week in Review: Adapting to Tomorrow—Bridging Pharma Gaps, Changing Consumer Habits & Reinforcing Food Logistics | Tive

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Changes since v5Last audited 9 days ago

→

-4

View full comparison →

Criterion

Delta

Schema.org Structured Data

0/10

9/10

Entity Authority & NAP Consistency

3/10

6/10

Definition Patterns

9/10

7/10

-2

Schema Coverage & Depth

0/10

8/10

Visible Date Signal

5/10

3/10

-2

Topic Coherence

1/10

2/10

Cross-Page Duplicate Content

7/10

5/10

-2

Page Speed: Server Response

7/10

8/10

Page Speed: Page Size

7/10

8/10

Restructure Content as Q&AStrengthen Entity Authority (NAP)

Improve Your Score

Guides for the criteria with the most room for improvement

Criteria0/10

RSS Feed Presence & Quality

Sitemaps tell crawlers what exists. RSS feeds tell them what changed. If you don't have one, your new content waits days -or weeks -to be discovered.

Beginner·3 min readRead guide →

Criteria0/10

Content Licensing Signals

You want AI engines to cite your content. But have you actually told them they're allowed to? Most sites haven't -and AI systems default to conservative behavior.

Beginner·3 min readRead guide →

supplementary0/10

Speakable Schema Markup

Voice assistants need to pick which paragraph to read aloud from your page. Without Speakable markup, they guess -and they frequently guess wrong, reading your cookie notice.

Beginner·3 min readRead guide →

Criteria1/10

Entity Disambiguation: Stop Making AI Guess What You Mean

You say "Mercury" on your homepage. The planet? The element? The banking startup? AI doesn't know - and when it can't tell, it doesn't cite. Entity disambiguation is how you draw clear lines around what your business is and isn't.

Intermediate·5 min readRead guide →

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Verdict

How to Improve

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Top Opportunities10

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Fix It With AI43

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Score Breakdown

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Site Pages

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