Nov 9, 2026
Poisoned Google SERPs arrive as a 200 with the wrong top ten. 4,834 reads from 11 SERP APIs and two browsers, plus 24,200 pages in 11 countries, show how often.
Nov 6, 2026
Google's /goto delays slow bulk URL extraction. We compared ten SERP API providers on destination links and response times, then rechecked them on November 6.
Nov 4, 2026
We read 402 verified clauses across 35 AI companies and 150 top consumer sites in July 2026. 19 of 35 leading AI companies ban scraping in their Terms while claiming rights over user or public data. Adobe tops the AI Hypocrisy Index at 4.4, and 9 companies train on user content by default.
Oct 28, 2026
7 advanced Python SEO scripts to automate your workflow. Covers SGE visibility, recursive keyword harvesting, and SERP intent classification
Sep 15, 2026
Learn how to scrape Google Maps data using Python, covering tools, HTML analysis, data extraction, infinite scroll handling, and exporting to CSV/JSON.
HasData launches a new API for Google AI Mode, unlocking programmatic access to AI search results for monitoring, analysis & discovery.
Oct 20, 2026
AI Overview trigger rates by search intent, re-measured a year apart, plus which domains AI answers cite and how many sources one answer pulls.
Scrape Google Trends in Python four ways. A no-code scraper, the Trends API, PyTrends, and Selenium, with the 429 fix and the export-button trick.
Sep 25, 2026
Ten Google SERP APIs tested on the same query for latency, cost per 1,000 requests and output quality, with the JSON shape each one returns.
Sep 3, 2026
Build a Google News scraper in Python three ways, RSS feeds, tbm=nws search results, and a News API, with a same-day measurement of what each method returns.
Aug 26, 2026
SEO scraping with Python: nine runnable scripts for site audits, competitor content, Google rankings, AI Overviews, People Also Ask, and related searches.
Google keeps no history of its own results and the web archive holds almost none. A SERP archive starts the day you start recording, and here are three ways to run one.
Where restaurant emails actually come from. The sources compared in one table, the no-code collection flow, and how the addresses get verified.
A local ranking is not one number. Measure how position changes across a city with a geo-grid, then build the tracker in Python with the Google Maps API.
Sep 2, 2026
Find emails from any website using Python, AI, regex, and no-code tools, with measured hit rates, deobfuscation code, and MX and SMTP verification.
Ten SEO APIs compared by the data they return and what 1,000 rows cost on each, with Search Console positions checked against live Google results for 24 pages.
Aug 27, 2026
Pull Google Images results with Python, save every file with the right extension, and see what a plain HTML request to Google returns today.
Sep 14, 2026
Learn the effective ways to extract emails from Google Maps for market research, competitor analysis, and targeted marketing. Explore manual and automated techniques.
Scrape Google Shopping with Python. What the URL does now, what a plain request returns, and how to pull multi-store prices for one product.
A free Google Sheets rank tracker template with three built-in tools. Rank Tracker on a schedule, Rank Checker, and a SERP scraper. Copy and run.
Seven rank tracker APIs tested on the same 20 keywords US-wide, in Austin and on mobile, and SEO platforms with an API, priced for 1,000 keywords a day.
