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usefini.com
SUMMER 2022

usefini.com

Moderate AI visibility with 32 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureAI & ML Platforms
64/100
2 since v1
F
Citation Avg
Answer Readiness
~40% weight
8/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
5/10

Verdict

Moderate AEO readiness at 64/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and Comprehensive FAQ Section. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Speakable Schema.

How to Improve

Current
64/100
Projected
84/100
37Total Fixes
8Quick Wins
~66hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd ai.txt and content licensingAdd visible date signalsAdd first-hand experience signalsAdd answer-first content placementPackage evidence for AI enginesImprove server response efficiency
Reduce document weight
critical|medium
Fix HTML structure and meta tags
medium|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Create complete sitemap.xml
medium|low
Improve server response efficiency
high|low
Reduce render-blocking resources
medium|low

Top Opportunities10

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.

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

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.

Include "our analysis", "our data", "our testing" phrases backed by original research or proprietary data. 52.2% of AI-cited posts contain owned data signals.

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

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

Add Organization schema with consistent name, address, phone (NAP). Include sameAs links to social profiles and authoritative directories to strengthen entity recognition.

Establish a regular content publishing cadence with dated entries in your sitemap. Consistent publishing signals to AI engines that your site is an active, current information source.

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.

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

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Site Pages

www.usefini.com/product/platformF29
Fini AI Support Platform | Fini
www.usefini.com/blogF35
AI Customer Support Resources | Fini Labs
www.usefini.com/hall-of-fame/robb-clarkeF29
Fini AI Support Platform | Fini
www.usefini.com/company/about-usF39
About Us - AI Customer Support | Fini AI
www.usefini.com/guidesF25
AI Customer Support Resources | Fini Labs
Changes since v1Last audited 70 days ago
66
64
-2
View full comparison →
Add Content Freshness SignalsImprove Internal Linking ArchitectureAdd Answer Capsule PatternsAdd Owned Data SignalsPackage Evidence for AIAdd First-Hand Experience SignalsStrengthen Entity Authority (NAP)Increase Publishing FrequencyAdd Answer-First PlacementImprove Question-Answer Alignment

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