1. What does Search Health OS do?
It watches a site's indexing and crawl health continuously and raises an alert before a problem reaches revenue.
| Status | Live |
|---|---|
| Watches | Indexation, status codes, crawl anomalies |
| Built for | Unexplained traffic drops |
What is being built in the Lab?
The Lab is where Asfand Yar Junejo builds internal tools for problems that come up on every project: watching search health, scoring how often AI engines cite a brand, checking entity data and finding semantic gaps. Two tools are live, one is a prototype and one is still research.
2. What does the GEO Visibility Index measure?
How often AI engines such as Perplexity and ChatGPT name or cite a brand when asked category questions.
| Status | Live |
|---|---|
| Scores | Citation frequency, accuracy of summaries, gaps against competitors |
| Built for | Brands AI assistants ignore |
3. What does Entity Extractor AI check?
Whether the facts a brand publishes about itself line up with what knowledge graphs and language models believe.
| Status | Prototype |
|---|---|
| Compares | Subject–predicate–object facts from your content against external sources |
| Built for | Brand or founder confusion |
4. What is the Content Vectorizer testing?
Whether turning topic clusters into embeddings can reveal the concepts competitors cover and you don't.
| Status | Research |
|---|---|
| Detects | Missing entities, overlapping pages, similarity to rivals |
| Built for | Content that never ranks |
5. Why build tools instead of buying them?
Because the questions that matter most, such as “has an AI engine stopped citing us?”, aren't answered by off-the-shelf SEO suites yet.
| Status | Meaning |
|---|---|
| Live | Used on real projects today |
| Prototype | Works, but still being validated |
| Research | An idea under test; results not yet trusted |
Directional Capabilities described by the builder; no public documentation yet
Curious about a tool? Ask for a walkthrough →