Developer tutorials, product updates, and insights on building with search.
We asked ChatGPT, Perplexity, Microsoft Copilot and Google Gemini the same 30 questions on the same day. Between them they cited 458 domains, 76% of them by one engine only, and all four agreed on a source for one question in thirty. The method, the numbers and the dataset.
Read article: ChatGPT, Perplexity, Copilot and Gemini Cite Different Sources: A 120-Answer StudyGoogle is discontinuing the Custom Search JSON API on January 1, 2027. What Google's own pages say, quoted and dated, what they leave out, and a step-by-step migration: parameter and response-field mapping tables, before-and-after Python and Node clients, the cost of the move and a testing and rollout checklist.
Read article: Google Custom Search JSON API Shutdown (January 1, 2027): Step-by-Step Migration GuideA practical AI visibility tracking tutorial: build a prompt set, sample ChatGPT, Microsoft Copilot and Google Gemini several times per prompt, and compute mention rate, citation share and first-mention position in Python, with the cost of every engine in dollars.
Read article: How to Track Your Brand in ChatGPT, Copilot and Gemini (With an API)Build a daily AI Overview tracker: for every keyword, record whether Google showed an AI Overview, which sources it cited, whether your domain was one of them, and your organic rank from the same results page. One GET /serp call per keyword from 3 credits, with the Python to run it.
Read article: How to Monitor Google AI Overviews for Your Keywords (API Tutorial)Build a Python pipeline that pulls Google's People Also Ask questions for a list of seed keywords, dedupes them, groups them by intent and exports CSVs for content briefs and FAQ sections. Real response keys, tested code, the cost in dollars and the limits that matter.
Read article: How to Scrape Google People Also Ask Questions at Scale (Python)Eight tools that track brands in ChatGPT, Perplexity, Gemini, Copilot and Google's AI answers, compared on entry price, engines covered and API access. Every figure was read off the vendor's own pricing page on 2026-09-29, and gaps are stated as gaps.
Read article: Best AI Visibility (GEO) Tracking Tools and APIs in 2026: Verified PricingSeven web scraping APIs compared on their published baseline rate and — where the vendor actually discloses it — the real multiplier for JavaScript rendering and premium add-ons. Every figure read off the vendor's own pricing page on 2026-09-13.
Read article: Best Web Scraping APIs in 2026: Verified Pricing and the Credit-Multiplier TrapWhat API access to Ahrefs, Semrush, SpyFu, Moz and Similarweb's domain and keyword-gap reports actually costs — every figure read off a vendor's own page on 2026-09-13, with the unverifiable ones labelled instead of guessed.
Read article: Ahrefs vs Semrush vs Moz vs SpyFu API Pricing (2026): What Domain and Keyword-Gap Data Actually CostsNine rank tracking APIs compared on what they actually return and what they actually cost - every price read off the vendor's own page on 2026-08-26, with the unverifiable ones labelled instead of guessed.
Read article: Best Rank Tracker APIs in 2026: Verified Pricing, No Fake BenchmarksWe compared every major SERP API on accuracy, pricing, and AI features. Here's our unbiased ranking, with code examples, cost analysis, and Searlo's own measured latency for developers.
Read article: 11 Best SERP APIs in 2026: Complete Developer ComparisonMicrosoft deprecated the Bing Search API in August 2025. Here's a step-by-step guide to migrate your application to a modern alternative with real-time Google results.
Read article: Bing Search API Deprecated: Complete Migration Guide (2026)Step-by-step guide to giving your LangChain agent real-time web search capabilities using a custom tool. Includes working code for both function-calling and ReAct agents.
Read article: How to Add Web Search to LangChain Agents (Python)Quick tutorial: create a custom web search tool for CrewAI multi-agent workflows. Give your research and analysis agents real-time Google search capabilities.
Read article: Add Web Search to CrewAI Agents in 5 MinutesData-driven pricing comparison of SerpAPI, Serper, Tavily, Bright Data, SearchAPI.io, and Searlo. Real cost-per-query analysis for AI agents, SEO tools, and production workloads in 2026.
Read article: Search API Cost Comparison 2026: Who's Actually Cheapest?Learn how to use a Google Search API in Python with working code examples. Covers requests, async httpx, pagination, image search, news search, and error handling.
Read article: Google Search API in Python: Complete Guide with Code Examples (2026)Get the latest tutorials and updates delivered to your inbox.