
Algoroo is a Google algorithm tracking tool developed by DEJAN. Our system monitors carefully selected keywords and looks for fluctuations. Both negative and positive movement is added up to create a single SERP flux metric we call “roo”. High roo value indicates a high volatility in Google’s search results. Low roo value is usually displayed on an ordinary day, unlikely to be affected by any algorithmic changes at Google.
eCommerce Query Volume PredictorA fine-tuned mDeBERTa-v3-base model that predicts the search volume bucket for a given search query.
Trained on 50M+ Amazon.com search queries with an ordinal-aware loss function to penalize predictions that are far from the true bucket.

We fine-tuned Google’s Gemma 3 (270M) to reverse the typical LLM workflow: given an AI-generated response, the model reconstructs the most likely prompt that produced it. We generated 100,000 synthetic prompt-response pairs using Gemini 2.5 Flash, trained for a single epoch on a consumer GPU, and built a Streamlit app that sweeps 24 decoding configurations to produce ranked prompt candidates.
Tree WalkerAI brand perception analysis tool showing high and low entropy points in model completion.

Find out how relevant your website is for any query in Google’s AI search systems including AI Mode, AI Overviews, Gemini App and the new Google Assistant.

Generates LLM-powered AI assistant and AI search grounding snippets from pasted website content and user query as input.
LinkBERTThis tool showcases the capability of our latest link prediction model called LinkBERT. This model is trained on the highest quality organic link data and can predict natural link placement in plain text.
![Query Deserves Grounding [Google]](/media/images/tools/query-deserves-grounding-openai.png)
Determines which queries will require grounding with Google search results.

Find which sentences are likely generated by AI and get the total document score.

Enter a URL and a query to generate a diverse set of related queries.

Check to see if the domain is a typosquatter, or check for typosquatters for your own domain.

This tool estimates the likelihood that content is thin or lacking in substance, using our deep learning model.

This dashboard tracks the daily volatility in AI rankings of brands, services, products, people’s names and various other tracked entities and phrases in chat sessions.

Google’s brand and intent detection reverse engineered from Chrome.
Inorganic Link Detection AlgorithmThe world’s most advanced link optimization tool. The Penguin Algorithm Tool is an advanced link analysis system designed to help SEO professionals, content creators, and webmasters identify and optimize link patterns in web content. The tool uses AI to distinguish between different types of external links and suggests optimal anchor text placement.
Google Entity SearchThis tool allows you to see if a person, brand, product or service is a known entity in Google’s knowledge graph.

Multi-label sentiment classification model. Designed to be deployed in an automated pipeline capable of classifying text sentiment for thousands (or even millions) of text chunks or as a part of a scraping pipeline. This is a demo model which may occasionally misclassify some texts. In a typical commercial project, a larger model is deployed for the task, and in special cases, a domain-specific model is developed for the client.

Shows how frequent certain words were in Gemini’s tokenizer training data.

Interactive cosine similarity visualiser.

A 0-100 domain authority metric calculated as 60% PageRank + 40% Harmonic Centrality from Common Crawl’s hyperlink graph.
Semantic Content CompressorExtracts page content and returns five levels of semantic information compression.

Paste a title or a full article and get an instant verdict: genuine substance, template-driven fluff, or ambiguous, each with a short rationale.

Enter a URL or paste a "best of" article. We'll tell you which brand was planted — the try-hard slipped in beside the real names to borrow their credibility.
Google Dataset Search
https://datasetsearch.research.google.com/
/r/Datasets
https://www.reddit.com/r/datasets/
SymTorch
Deep Learning Interpretability with Symbolic Regression
https://github.com/astroautomata/SymTorch