Francesco Scilipoti

ToolsActorsData foundations

Data foundations for agentic business workflows.

Agentic AI workflows need reliable data for research, prioritization, monitoring and decisions. Some sources are bought. Others can be built on Apify. These Actors are my own building blocks for that work.

5public Actors with tool pages
5source areas: tenders, funding, trade fairs, ATS, AI search
2signal checks for hiring and citation readiness

Live on ApifyBuilt for my own systems

A few Actors that turn public sources into usable data.

Tender, funding and trade-fair exhibitors produce recurring data feeds. ATS Hiring Signals watches public job boards. GEO Citation Readiness checks whether a page is readable, answer-clear and citation-ready for AI search. I list them here because they are the kind of data foundation agentic workflows need in practice.

04 / Hiring signals

Public ATS Hiring Signals Monitor

Public Greenhouse, Lever, Ashby, Workable and Recruitee job boards as normalized hiring signals.

Hiring signals5 ATS providers0.0015 USD/row
Tool page
05 / GEO readiness

GEO Citation Readiness Monitor

Checks target pages for crawlability, answer coverage, schema, llms.txt, sitemap, query coverage and public SERP signals.

Citation readinessAI search0.001 USD/row
Tool page

Proof libraryIndexing

Concrete runs that search engines and AI systems can cite directly.

These proof pages are intentionally small: run ID, dataset, example input, result and boundary. They connect the Store page to a checkable cloud run.

Exhibitor proof

MEDICA quality check

A real Exhibitor Monitor run for MEDICA Germany with 10 exhibitor rows and a core-field check.

Run 1LYTm0NZHDqBpSfZlDataset aYWIzBEypZ3mhmMC210 rows
Open MEDICA proof
Tender proof

CPV 72 quality check

The older tender proof remains the strongest IT-oriented reference run in the proof library.

CPV 72Quality check
Open tender proof