104 posts · page 4 of 5
Enriching a List When All You Have Is Email Addresses
We enriched four real email addresses and one returned a person. The misses billed nothing. What that changes about how you plan a batch.
A Free API to Extract Page Content for RAG: Read This First
We scraped a Wikipedia page and got 74,552 characters starting with the nav menu. The official API gave 689 clean ones. When each is right.
Google Maps Scraper Alternatives: Building a Local Lead List
Two Google Maps actors, same catalogue, different jobs. One returned nothing on a plausible query. What the fields tell you about a business, measured.
Mining the Meta Ad Library with Wireflow: Ninety Days Means It Works
Run duration is the profitability signal competitors publish by accident. How to read it, when it lies, and how to turn a long runner into creative.
A Model Is Half an Agent: AIHubMix for Models, Monid for Tools
A model gateway gets your agent talking. It still cannot look anything up. How to wire both halves, with AIHubMix on models and Monid on tools.
The Best API Marketplace for AI Agents in 2026
Marketplaces were built for developers who integrate once. An agent chooses at run time. One ordinary task touched five providers across four steps.
Business Entity Search by API: What Exists and What Does Not
State registries are the most searched company lookup and the least available by API. We ran the US endpoint on a private company and it returned nothing.
Your Scraper Is Blocked: What Actually Gets Through in 2026
A raw request to a Cloudflare-protected page returns 403. We ran the same URL through a managed endpoint and read what came back, field by field.
The Best Web Scraping API for AI Agents in 2026
An agent cannot pick a scraper from a list it has never seen. What changes when the catalogue is discoverable at run time, measured across three phrasings.
The Best API to Find a Company's Website From Its Name
Name to homepage is a resolution problem, not a search one. Which endpoint does it, why fuzzy matches are a feature, and how to pick the right row.
PR Newswire API: How to Read Releases, Not Send Them
The newswires sell distribution, not access. Reading a company's releases and its coverage is a different endpoint, and one field separates the two.
Crunchbase API Alternatives: Getting Funding Data by the Call
Crunchbase and PitchBook sell seats. If you only need funding fields on a domain, an enrichment call carries them. What it returns, and what it gets wrong.
Job Postings API: Turning Hiring Into a Buying Signal
A job ad says what a company is building before its website does. Which endpoint returns postings, what the record contains, and the fields nobody reads.
Technographic Data Platforms vs One API Call: What You Give Up
We ran a stack detection on a major site and half the fields came back empty. What per-call detection sees, and when a platform earns its price.
What Is the Best API for Social Media Scraping in 2026?
No single best one, because the platforms are not one problem. Which endpoint covers which network, and where a per-call bill differs from per-result.
Which MCP Server Gives an AI Agent Live Web Data?
Most MCP servers wrap one vendor. The question is whether your agent needs a scraper or a catalogue it can search at runtime, and how to tell which.
Which Data API Lets You Pay Per Call Instead of a Subscription?
Metered beats a subscription when your usage is bursty and loses when it is steady. The shapes, the crossover, and the measurement that decides it.
People Data Labs, Apollo, ZoomInfo: Which Should You Actually Buy?
Four providers, one honest split: search versus enrich versus contract. What each is genuinely best at, and why the price gap is not what it looks like.
Is There an Alternative to Apify for Scraping Reddit?
Yes, several. The more useful question is why a Reddit scraper returns posts that miss your keywords, because that is a search problem, not a scraper one.
What Is the Best LinkedIn Scraper API in 2026?
There is no single best LinkedIn scraper API. There are three jobs, and the honest answer is which endpoint fits which job, and what each one gets wrong.
Apollo Scraper: Export Apollo.io Leads Safely by API in 2026
An Apollo scraper extension can get your account flagged. How to pull the same Apollo.io people and company data by metered API, with search free.
Reddit Scraper: How to Get Reddit Data After the API Lockdown
Reddit closed self-service API access in 2025. The honest split between the licensed Data API and a public-page scraper you run metered per call.
Technographic Data API: Detect Any Website's Tech Stack in One Call
Skip the enterprise technographic platform for one domain. Detect a site's CMS, framework, analytics, CDN and payments by metered API call.
The Apify Instagram Scraper: Which Actor to Use in 2026
Apify has five Instagram scrapers, not one. Which actor fits which job, how to run them without getting blocked, and what two measured runs actually cost.