Technology

Content Anomaly Detection

Our content anomaly detection analysis software can find content that does not fit in with the rest of your site.

Clients Seen In

internet marketing that drives revenue

Smart Site Analysis Techniques

Reach your goals with Adogy

DBSCAN Analysis

We harness the power of DBSCAN (Density-Based Spatial Clustering of Applications with Noise) analysis to detect content anomalies and optimize your website’s performance with unprecedented accuracy.

Team up with an A+ team of experts

Isolation Forest Analysis

Isolation Forest is an efficient algorithm designed to detect anomalies by isolating outliers in the data. In the context of SEO, it helps us pinpoint unusual patterns in your website’s content and performance metrics that may impact your search engine visibility.

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Export CSV of Anomalies

Get a detailed list of all detected SEO anomalies across your site. Each anomaly is categorized and prioritized for easy triage

WHAT WE DO

SEO Data Visualization

Find content to delete

Our software finds content that may be hurting your SEO efforts. If you agree with the assessment, eliminate or redirect content to topically relevant posts.

Keep your site topically relevant

Ensures depth and breadth in your topic coverage. Make sure you don’t go off-topic in your website.

Visualize your site

Our visualizer tool offers an interactive, graphical representation of your website’s topical structure, vector embedding, and contextual relationships.

ADOGY

How It Works

1. Full site crawl

A site crawl is the process of systematically browsing and analyzing all the pages on your website, much like search engine bots do. Our advanced crawler navigates through your site, collecting vital data on its structure, content, and technical elements.

2. Create vector embeddings

Vector embeddings are numerical representations of text that capture semantic meanings and relationships. By converting your content into these high-dimensional vectors, we can perform sophisticated analyses that go beyond simple keyword matching.

3. Analyze your site

We harness the power of advanced algorithms to provide you with deep, actionable insights into your website’s topical focus and potential

4. Visualize the results

Check out the color-coded representation of your site structure. Zoom and click functionality to explore specific sections

Client Testimonials

“Adogy’s team is awesome! When I was launching my scheduling tool startup, Calendar, they won us valuable media placements in top publications like Forbes and Inc. I always appreciated their deep expertise in digital PR strategy.”

Steve Gickling

CTO of Calendar.com

FAQ

Frequently Asked Questions

Why is anomaly detection important?

Detecting content that is not relevant to your site helps you keep your site topically relevant. An expert site about burger should not be trying to talk about cars. This is vice-versa. By keeping your site relevant to your topic, you can increase your rankings and reduce crawl loss.

How does anomaly detection work?

Anomaly detection uses algorithms and statistics to identify relevant outliers in the data. The data in this case are the vector embeddings of your site.

Is anomaly detection accurate?

Statistics is math at the end of the day. As with any algorithm, you will need a human touch to identify if the data is telling the correct story or not. Think of it as a way to speed up your process of finding irrelevant content!

Should I delete all anomaly detected content?

Absolutely not! As there is some content that likely was not picked up by the algorithms, there are likely some false flags as well. Use good judgement and the detection software as a tool in your site analytics toolbox.