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ahrefs DR reverse engineering: With my own efforts I only reached 70% correlation between model and reality. Hired someone on fiverr for $90 - now the correlation is 99% - I still cannot believe it - need some more checks but it looks very promising!
reverse engineering ahrefs DR algo. I have found a model with 89% correlation. Which is very strong already! 
#seokickstarter
continued on my ahrefs DR reverse engineering. Around 10h investment, old model: correlation: 89%, new model: correlation 69% 😭
reverse engineering ahrefs DR model- part 137
reverse engineering ahrefs' DR system
reverse engineering ahrefs DR metrics. I'm 2 months, 70 commits into this. I like these deep dives a lot. But then they are scary because I never know if it pays off
reverse engineering ahrefs DA metric #seokickstarter
making Claude 3.5 Sonnet to come up with a pytorch code which finds a model which computes the ahrefs DR impact of a backlink. With manual exploration I came to a correlation of 66%. 5 minutes of Claude -> pytorch already pushed it up to 72%
gathered enough backlink data now - found backlinks from 439 different domains which have a high impact on ahrefs' DR. Next step: see which backlinks are easily achievable and/or free
researching why some backlinks of the same source domain have such a different impact on ahrefs' DR than others
continuing ahrefs DR reverse engineering. I'm 2.5 months into this (~10h per week only though). This better pays out 🙂
Finding jumps in Domain Authority on ahrefs and associating it to backlinks. This research approach looks very promising #seokickstarter
automating reverse engineering of ahrefs DA. But the credit system is killing me: 25% of all credits used and I barely started 😓
research what backlinks contribute most to ahrefs DR jump, continued (I will spend some more days on this 🙂
back from 3 days of holidays, and straight into ahrefs DR reverse engineering again 🙂
Try out reverse-engineering software
turns out the fiverr guy's correlation is only 63% and not 99% as I first understood. That's similar to what I came up myself (or let's say - chatGPT came up with 🙂 - it's slightly better though. But: my first fiverr experience is mixed. Let's see what the guy says now. Maybe he puts in more effort? Maybe he wants more money for another iteration?
predictive analysis #consulting