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respan.ai
WINTER 2024

respan.ai

Moderate AI visibility with 36 of 48 criteria passing. Biggest gap: rss/atom feed.

55/100
8 since v1
D
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
7/10

Verdict

Below-average AEO readiness at 55/100 - multiple areas need attention. Key strengths include llms.txt File, Schema.org Structured Data, and Q&A Content Format. Priority gaps: RSS/Atom Feed, Speakable Schema, and Owned Data Density. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

#2513of 13363
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How to Improve

Current
55/100
Projected
83/100
37Total Fixes
9Quick Wins
~73hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersBuild FAQ sections with schemaAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsImprove citation-ready writing qualityAdd answer-first content placementImprove server response efficiencyReduce document weight
Configure robots.txt for AI crawlers
high|trivial
Reduce document weight
high|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Fix HTML structure and meta tags
low|low
Create complete sitemap.xml
low|low
Reduce render-blocking resources
low|low

Top Opportunities10

Ensure blog content consistently covers your core expertise areas rather than scattering across unrelated topics. AI engines build authority models - a site about "Medicare coverage" that also publishes about humidifiers and groceries dilutes its topical authority.

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.

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

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.

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

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.

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.

Fix It With AI37

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Site Pages

www.respan.ai/glossary/agentic-aiD43
What is Agentic AI? | AI & LLM Glossary | Respan
www.respan.ai/platform/ai-gatewayD50
AI Gateway | Respan
www.respan.ai/tools/modelsD49
LLM Model Pricing — Compare AI Model Costs Across Providers | Respan
www.respan.ai/resources/chatbots-for-educationF36
Chatbots for Education: A Complete Guide | Respan
www.respan.ai/glossary/streamingD44
What is Streaming? | AI & LLM Glossary | Respan
www.respan.ai/docs/documentation/get-started/overviewD40
Overview | Respan Docs
www.respan.ai/resourcesF36
AI Implementation Guides — Industry × AI Tool Type | Respan
www.respan.ai/tools/token-counterF37
Token Counter — Estimate LLM Token Usage & Cost | Respan
Changes since v1Last audited 52 days ago
47
55
+8
View full comparison →
Focus Content on Core TopicsAdd Owned Data SignalsAdd Direct Answer ParagraphsAdd Answer Capsule PatternsImprove Citation-Ready WritingPackage Evidence for AIAdd First-Hand Experience SignalsStrengthen Entity Authority (NAP)Add Answer-First PlacementBuild Comprehensive FAQ Section

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