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kimola.com

kimola.com

Moderate AI visibility with 28 of 48 criteria passing. Biggest gap: llms.txt file.

61/100
3 since v2
F
Citation Avg
Answer Readiness
~40% weight
8/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
7/10

Verdict

Moderate AEO readiness at 61/100 with significant gaps to address. Key strengths include Q&A Content Format, Internal Linking Structure, and Sitemap Completeness. Priority gaps: llms.txt File, Schema.org Structured Data, and RSS/Atom Feed.

#670of 13363
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How to Improve

Current
61/100
Projected
85/100
34Total Fixes
9Quick Wins
~61hEst. Effort
Quick Wins
Create /llms.txt fileStrengthen entity authority (NAP)Configure robots.txt for AI crawlersAdd ai.txt and content licensingEnhance author and expert schemaAdd visible date signalsExplain how content was tested or reviewedPackage evidence for AI enginesReduce extraction friction
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
high|trivial
Fix HTML structure and meta tags
low|low
Reduce document weight
medium|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|low
Add internationalization signals
low|low

Top Opportunities10

Use HTML tables for comparison data and ordered/unordered lists for features, steps, and specifications. Structured data formats are directly extractable by AI engines for answers.

Publish original research, statistics, case studies, or proprietary data that AI engines can cite. Unique data points make your content a primary source rather than a derivative one.

Ensure every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

Include dateModified schema, visible last-updated dates, and time elements on content pages. Fresh content signals help AI engines prioritize your pages over stale alternatives.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

Place a concise 40-80 word answer block in the first 300 words of each page. Avoid throat-clearing openers like "In this article..." and lead with the answer.

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Implement JSON-LD structured data (Organization, Service, Product, FAQPage) on key pages. Schema markup helps AI engines extract and cite your content accurately.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

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Site Pages

kimola.com/pretrained-ai-models/sentiment-classifierF36
Sentiment Classifier - Kimola
kimola.com/blogF36
Kimola Blog
kimola.com/contact/salesF32
Contact Sales - Kimola
Changes since v2Last audited 52 days ago
64
61
-3
View full comparison →
Add Structured Tables & ListsAdd Original Data & Case StudiesImprove Question-Answer AlignmentAdd Content Freshness SignalsPackage Evidence for AIAdd Answer-First PlacementBuild Comprehensive FAQ SectionAdd Answer Capsule PatternsAdd Schema.org Structured DataAdd First-Hand Experience Signals

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