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secoda.co
SUMMER 2021

secoda.co

Moderate AI visibility with 38 of 48 criteria passing. Biggest gap: rss/atom feed.

SaaS & ProductivityAnalytics
61/100
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
6/10

Verdict

Moderate AEO readiness at 61/100 with significant gaps to address. Key strengths include llms.txt File, Q&A Content Format, and robots.txt for AI Crawlers. Priority gaps: RSS/Atom Feed, Speakable Schema, and Image Context for AI.

#1232of 26585
#47of 531 in SaaS & Productivity
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How to Improve

Current
61/100
Projected
84/100
38Total Fixes
4Quick Wins
~69hEst. Effort
Quick Wins
Build FAQ sections with schemaImplement semantic HTML5 elementsAdd structured tables and listsAdd visible date signals
Fix HTML structure and meta tags
low|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
medium|low
Create complete sitemap.xml
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.

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.

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

Sections within pages contain identical or near-identical text. LLMs may flag this as low-quality or thin content, reducing citation authority. Rewrite duplicate blocks with unique angles.

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.

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

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.

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.

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.

Fix It With AI41

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Site Pages

www.secoda.co/learn-topics/dbtF35
dbt Guides | Secoda
www.secoda.co/learn/bigquery-backup-strategies-for-maximu...D42
Best Practices to Ensure Data Security in Google BigQuery | Secoda
www.secoda.co/ai-data-analystD45
The most accurate AI tool for data analytics - Secoda
www.secoda.co/learn/snowflake-pivotD43
Snowflake Pivot Tables: Transforming Data for Enhanced Analysis | Secoda
www.secoda.co/glossary/data-teamsD44
Data Teams - Explanation & Examples | Secoda
www.secoda.co/documentationD42
Data documentation – Secoda
www.secoda.co/learn-topics/sqlF39
SQL Guides | Secoda
www.secoda.co/data-stacks/airflow-microsoft-sqlF37
Airflow and Microsoft SQL Integration & How To Connect Them | Secoda
www.secoda.co/data-stacks/metabase-microsoft-sqlF35
Metabase and Microsoft SQL Integration & How To Connect Them | Secoda
www.secoda.co/data-stacks/metabase-postgresF35
Metabase and Postgres Integration & How To Connect Them | Secoda
www.secoda.co/customersF38
Customers - Secoda
www.secoda.co/mds-fest-2/open-source-data-platformD43
How an Open-source Data Platform Taught 100s About Data Engineering | Tim Castillo
www.secoda.co/product-news/october-2025D40
Secoda Product News - October 2025

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