Build stories, verified

Real work with AI, documented honestly

Builders, freelancers, and businesses share what they shipped with AI, automation, and AEO/SEO — what worked, what broke, what they learned. No polish, no hiding the failures.

insighttech.blog

Free AEO / AI-visibility check

0

Visible to AI search

Scanned in 0.8s

  • Schema.org Article markup present
  • AI crawlers allowed in robots.txt
  • Single H1, clean heading hierarchy
Free · rule-based · no API costRun your own →
AI AgentsAEO & GEOSEO & SearchAutomation & WorkflowsE-commerce & AITools & FrameworksFailures & Fixes
14
Build Logs published
39
Quick Wins published
1
Contributors
0
Paid backlinks in free stories

Free tool

Is your site actually visible to AI search?

Paste a URL and get three real, rule-based scores — AEO (schema, meta tags, AI-crawler access), SEO (sitemap, canonical, alt text), and GEO (llms.txt, FAQ schema). No API cost, no signup.

See the full checklist →

Enter a URL above — free, rule-based, no API cost.

Free · rule-based · no API cost

Featured

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E-commerce & AIBuild LogVerified

Why Isn't My Site Showing Up in ChatGPT? Here's What I Fixed

Ranking #3 on Google didn't mean showing up in ChatGPT's answers. Here's the gap between SEO and AI visibility, and what closed it.

E-commerce & AIBuild LogVerified

A Tool Call Was Silently Failing, and My Agent Just Kept Going Like Nothing Happened

Every time the inventory API errored, the tool just made up a plausible answer instead of saying so. The agent had no way to tell a real result from a fabricated one — here's how I found it.

Automation & WorkflowsQuick WinVerified

n8n Cloud Stuck? It's Execution Limits, Not Workflow Caps

Older guides mention a workflow-count cap that no longer exists — the real ceiling in 2026 is monthly execution count.

Free library

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n8n WorkflowJSON

WhatsApp Lead Qualifier Agent

Classifies inbound WhatsApp messages (booking, pricing, complaint, spam) and logs qualified leads to a sheet. Swap in your own WhatsApp + LLM credentials.

AI AgentsDownload →
n8n WorkflowJSON

Content Freshness Checker

Weekly job that walks your published posts and emails you when one hasn't been touched in 180+ days — pairs with the freshness check in the AI-Visibility Checker.

Automation & WorkflowsDownload →

How it works

From submission to published

Submit

Write up what you built — free, byline only. No backlinks or company mentions in the body.

Reviewed

A moderator checks it against the free-tier rule and editorial guidelines before anything goes live.

Published

It's live under your name. If something needs fixing later, it's corrected visibly, not edited silently.

After 13 years fixing power steering systems, not writing code, I started building with AI and automation — and got tired of "success story" content that's really just advertising. Insight Tech is where builders publish the real version: what worked, what broke, what it actually took. More on why →