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sheehancpa.com

sheehancpa.com

Weak AI visibility with 25 of 48 criteria passing. Biggest gap: q&a content format.

Finance & PaymentsAccounting
49/100
2 since v2
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 49/100 - multiple areas need attention. Key strengths include llms.txt File, Sitemap Completeness, and Fact & Data Density. Priority gaps: Q&A Content Format, Content Licensing & AI Permissions, and Speakable Schema.

#5940of 13363
#652of 1391 in Finance & Payments
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How to Improve

Current
49/100
Projected
78/100
42Total Fixes
12Quick Wins
~104hEst. Effort
Quick Wins
Create /llms.txt fileFix HTML structure and meta tagsConfigure robots.txt for AI crawlersAdd structured tables and listsAdd direct answer paragraphsAdd ai.txt and content licensingAdd visible date signalsMake pages solve the user task fasterImprove citation-ready writing qualityReduce extraction frictionImprove server response efficiencyReduce render-blocking resources
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
high|low
Reduce document weight
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Reduce render-blocking resources
high|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low

Top Opportunities10

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.

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.

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

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

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

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.

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.

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.

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

Define the primary entity in the first 500 characters, use consistent terminology (same term 70%+), and add "unlike X" signals to help AI engines distinguish your topics.

Fix It With AI42

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Site Pages

www.sheehancpa.com/resourcesD45
Resources | Sheehan
www.sheehancpa.com/industry-newsF36
Industry News | Sheehan
www.sheehancpa.com/thomasjnovak-1F36
Thomas J. Novak | Sheehan
Changes since v2Last audited 52 days ago
47
49
+2
View full comparison →
Increase Content DepthAdd Original Data & Case StudiesRestructure Content as Q&AImprove Question-Answer AlignmentAdd Direct Answer ParagraphsAdd Owned Data SignalsAdd Answer-First PlacementAdd Structured Tables & ListsPackage Evidence for AIAdd Entity Disambiguation

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