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cobroker.ai

cobroker.ai

Weak AI visibility with 24 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureAI & ML Platforms
48/100
F
Citation Avg
Answer Readiness
~40% weight
5/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
6/10

Verdict

Below-average AEO readiness at 48/100 - multiple areas need attention. Key strengths include llms.txt File, robots.txt for AI Crawlers, and Content Cannibalization. Priority gaps: RSS/Atom Feed, Canonical URL Strategy, and Speakable Schema.

How to Improve

Current
48/100
Projected
79/100
39Total Fixes
10Quick Wins
~88hEst. Effort
Quick Wins
Strengthen entity authority (NAP)Link orphan pages into site navigationAdd content freshness signalsAdd definition-style contentAdd ai.txt and content licensingFix canonical URL strategyAdd visible date signalsMake pages solve the user task fasterExplain how content was tested or reviewedPackage evidence for AI engines
Fix canonical URL strategy
critical|low
Add internationalization signals
critical|medium
Fix HTML structure and meta tags
low|low
Create complete sitemap.xml
low|low
Reduce render-blocking resources
low|low
Improve server response efficiency
low|low

Top Opportunities10

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.

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

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.

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.

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

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.

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.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

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.

Add specific numbers, percentages, statistics, and data points throughout your content. Fact-dense content gives AI engines concrete data to cite rather than vague claims.

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Site Pages

www.cobroker.ai/.well-known/openapi.jsonF29
www.cobroker.ai/docsD46
Cobroker Docs | API Documentation for CRE Tools
www.cobroker.ai/developersD42
Cobroker API | CRE Tools for AI Agents
www.cobroker.ai/.well-known/openapi.yamlF31
www.cobroker.ai/agentF39
Cobroker Agent | AI-Powered CRE Assistant
www.cobroker.ai/llms-full.txtF32
www.cobroker.ai/openclawD46
Cobroker for OpenClaw | CRE Tools as an OpenClaw Skill

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