How to Automate Supply Chain Risk Reports: A Guide for Developers
Do you use Python? If so, this guide will help you automate supply chain risk reports using AI Chat GPT and our News API.
If your product uses Google Programmable Search Engine (PSE) to search across the web, plan for a change before January 1, 2027. Google’s announcement is about full-web search: it says existing engines configured for “Search the entire web” can continue only until that date, and new engines have been restricted to “Sites to search” since January 20, 2026.
That does not mean every PSE setup is going away. Google says the Search Element can still search a list of up to 50 domains. For Custom Search JSON API users who need up to 50 domains, Google points to Vertex AI Search. For full-web use cases, Google asks customers to register interest in its full-web search solution and learn about its capabilities and pricing. Read Google’s transition announcement before choosing a replacement.
The right migration depends on how your application uses PSE:
Google’s announcement also describes a full-web solution for partners who need its entire index, with a contact form for details. If that could be the closest fit, ask Google about availability, capabilities, and pricing while evaluating other providers.
Webz.io is worth evaluating when the job is to find and work with open-web content through an API—especially recent news. Its News Search API accepts a natural-language topic or question and can find articles by meaning, not only by matching the same keywords. Results include article titles, URLs, publication times, relevant excerpts, match scores, and source metadata. Filters can narrow by language, publisher domain, source country, date, topic, named entities, and other fields.
The boundary matters: Webz.io News Search is a news-search product, not a copy of Google’s entire web index or a drop-in replacement for the PSE search box. Its documentation describes News Search coverage as the last 30 days. If your product needs arbitrary pages across the whole web, a longer archive, or a specific domain set, validate that use case and the relevant Webz.io product before committing to a migration. Webz.io also offers separate APIs for news, blogs, forums, and reviews; their coverage and query behavior should be assessed for the content types you need.
You can call the News Search API directly or use Webz.io’s Python client. The example below searches for recent supply-chain disruptions affecting European automakers and limits results to English-language sources from Germany, France, or the UK.
Install the client and set your token on the server:
pip install webzio-news-search export WEBZ_API_TOKEN="YOUR_WEBZ_API_TOKEN"Then call the API:
from webzio_news_search import WebzNewsSearch client = WebzNewsSearch() # Reads WEBZ_API_TOKEN response = client.search( "recent supply-chain disruptions affecting European automakers", k=10, days=7, language=["english"], country=["DE", "FR", "GB"], # Source country ) for result in response: print(result.score, result.title, result.url) print(result.text)
The days=7 argument sets a recent publication window. The result excerpt is useful for a results page or for passing relevant evidence to a downstream model; it is not the full article body. The response also includes fields such as total_results and credits_used. Keep the API token on your server, and use the returned URL and publisher metadata to make sources visible in your interface. See the News Search quickstart, filters, and response format.
If you are building an AI agent, Webz.io also documents a News Search MCP server. MCP changes how an agent connects to the search tool; it does not change the underlying data, search window, or API permissions. See the MCP setup guide.
For recent news search, Webz.io gives developers a contextual API that returns structured, source-linked results and excerpts. For a search product that depends on Google’s entire index, first define the sources and time range it must cover, then test providers against representative queries. Similar-looking search boxes can rely on very different indexes and return different results.
Do you use Python? If so, this guide will help you automate supply chain risk reports using AI Chat GPT and our News API.
Use this guide to learn how to easily automate supply chain risk reports with Chat GPT and news data.
A quick guide for developers to automate mergers and acquisitions reports with Python and AI. Learn to fetch data, analyze content, and generate reports automatically.