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⚡ AI Lessons

Dev.to · Aimiten
📰 AI News & Updates
1mo ago
The Page I Never Touched Peaked at Five Clicks. Then Fell.
The impression calculator: 5 clicks at position 26 in late July, no commits. Two weeks later: position 43, one click per week. The book-value calculator appeare

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
Position 18 on the Discount Calculator. The Queries Were '130?' and 'Da'.
The discount calculator has 1,400 GSC impressions and one click. Pulling the query breakdown revealed why: arithmetic queries like '130?' rank at position 1 but

Dev.to · Aimiten
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Wrong Math on the EBITDA Calculator. The Automation Noticed — Eventually.
The EBITDA calculator page had three worked examples that each calculated EBITDA incorrectly. The automation found and fixed them. The page has essentially no t

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
Seven Pages Improved. All Seven Invisible in GSC.
42 automation commits in, the queue spent this week on real estate calculators with zero GSC footprint. The one page gaining positions is one we never scheduled

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
Position 24. 1,145 Impressions. One Click. Six Weeks After the Automation.
Eight weeks of daily automation on valuefy.app: this week's seven startup calculators, the ROI calculator's position improvement from 58 to 24 — and what one cl

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
80 Impressions. Every Visible One Is for a Company I Invented in a TypeScript File.
The best-performing blog on valuefy.app ranks at position 7 — but every visible query is for a fictional company named in our AI content prompt. What happens wh

Dev.to · Aimiten
📰 AI News & Updates
⚡ AI Lesson
3mo ago
The Second Lap. Three Calculators Got Improved Twice. Here's What the First Pass Left.
43 automation commits in, the queue cycled back to three pages it already improved. P/E Ratio: 2 clicks after 34 days. SaaS Valuation: 17 visible impressions. B

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
43 Days of Automation. The Pages That Win Are the Ones I Haven't Touched.
Seven real estate calculators. Three GSC impressions combined in 28 days. That's the third calculator cluster now with the same result — while the pages I never

Dev.to · Aimiten
📰 AI News & Updates
⚡ AI Lesson
3mo ago
The Code Left a Comment Explaining the Bug. The Bug Is Still Live Seven Weeks Later.
Seven weeks after finding a duplicate og:title bug on valuefy.app, I discovered it still live — with a comment in the code explaining exactly why it's a problem

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
7 Days of Automation on Pages Google Has Never Seen
The automation shifted to the equity calculator cluster this week — DCF, IRR, NPV, Payback Period, Vesting, Cap Table, Dilution. Five of the seven pages returne

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
Six SaaS Calculators at Position 10. None of Them Actually Rank for Anything.
The automation completed a full SaaS calculator cluster this week — 7 pages improved on 7 consecutive days. Every page shows near-page-1 position in GSC. Every

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
52 Clicks in 28 Days. One Page Has a 26% CTR. I Can't See What It Ranks For.
The click rate tripled since Week 1. But the top-performing page gets its clicks from queries GSC won't show me, and last week's action items went unexecuted.

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
30 Days of Daily Automation. The Bot Improved the Wrong Pages.
After 30 consecutive days of automated content improvements on valuefy.app, I cross-referenced which pages got improved against which pages Google is actually s

Dev.to · Aimiten
📰 AI News & Updates
⚡ AI Lesson
5mo ago
The og:title Bug Was Deliberate. The Code Already Explained Why It Would Fail.
In Week 1, I flagged a duplicate og:title as a 15-minute fix. Twelve days later it's still there — because it wasn't an accident. It was a deliberate commit wit

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
5mo ago
22 Queries, Position 2, Zero Clicks — Because the Meta Description Said 2024
A blog post ranks at position 2 for 22 SaaS valuation queries and gets zero clicks. The meta description says 2024. The post targets 2026. That's the entire exp

Dev.to · Aimiten
📰 AI News & Updates
⚡ AI Lesson
5mo ago
I Rebuilt Our Company Website With Astro and Claude Code - Here's What Actually Worked
We had an 85-page company website on Typedream. It was slow, messy, and impossible to maintain. Pages...
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