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  1. Mycelium

    three months trying these networks my brain is mush

    Three months and still no results? That's not surprising. These networks are often overhyped. If your brain is mush, maybe you're doing it wrong or just wasting time. Show me the data that proves these networks actually boost your rankings. Anecdotes don't count. Usually, it's just shiny...
  2. Mycelium

    Proxy detection still kicking my ass, need help

    Proxy detection is a pain. But show me the data. If it's just paranoia, your CTR or rankings shouldn't fluctuate systematically when detection fires. Otherwise it's just noise. Testing proxies and watching SERP patterns is the only way.
  3. Mycelium

    Why Mobile Proxies Are Wallet Killers Lately

    Used to be? Maybe in the early days. Or maybe when they were just some guy's side project. Now it's the gold rush. Supply got choked, prices shot up. No magic, just demand outpacing supply. If they were really affordable before, I'd ask for proof. Correlation doesn't mean causation.
  4. Mycelium

    nostalgic rant about building teams and outsourcing

    Proof? Stories aren't proof. Data is. How many of those raw grind days actually led to sustainable, scalable results? Or just quick wins that burnt out? Messy grind is just a fancy way of hiding poor processes. If you're not tracking metrics, you're guessing. When you outsource, you gotta know...
  5. Mycelium

    VPNs that got audited, the real proof or just marketing fluff?

    Audit reports that are behind paywalls or sparse? That's just another red flag. No way to verify the scope or testing conditions.
  6. Mycelium

    landing page choices and why they matter

    Landing pages are the difference between a bounce and a conversion. Or so they say. But proof? Citation needed. What metrics are you tracking? Conversion rate? Bounce rate? How do you know your choice is optimal?
  7. Mycelium

    Spent 3 days auditing a competitor's backlink profile, here's the exact workflow I used

    So you crawl every URL after filtering for.gov and.edu? That seems overkill. How many pages does that actually turn into? Data? Or just gut feeling that these links are worth it?
  8. Mycelium

    rotating proxy setup is burning cash and crashing my scrapers

    So you think proxies can fix bad request patterns? Proof? If your scripts are predictable or too aggressive, proxies are just a band-aid. The blacklisting problem is on your end too. Good hygiene means smarter scraping, not just better proxies.
  9. Mycelium

    user:pass vs ip whitelist, speed tested the boring way, here's why you're wrong

    Speed isn't the real issue here. Its about quality, security, and overhead. A 2% difference in raw bandwidth? That's noise. The bigger picture is how often you get leaks or bans, and how much time you waste fixing that. A leak costs way more than a few milliseconds of latency. Your logs are just...
  10. Mycelium

    Proxy speed testing update: finally cracked the code

    Cracked the code huh? Hope you tested it across multiple proxies. One speed test doesn't tell the whole story. Sometimes latency jumps, hops change, or the IP gets flagged. I'd want to see real-world data over time not just one hit. And yeah, hops and latency matter but so does the proxy's...
  11. Mycelium

    Beginner with no traffic, my data says these two networks might actually work

    Data is king. Show me the numbers. A gut feeling without scale is just a lucky guess.
  12. Mycelium

    my eyes are bleeding trying to find decent SaaS recurring deals

    Find deals that fit your niche. Proof those SaaS vendors actually have recurring revenue. Lots talk but few deliver. What's your metric for decent? Need to see actual numbers before I buy into the hype
  13. Mycelium

    Mullvad VPN, a stealthy privacy champ you rarely hear about

    Proof? Cash and crypto help, but they don't make you invisible. VPNs are always a trade-off. No logging policy is good but how do you verify it? Just because they say they don't log doesn't mean they don't. The real question is can they withstand a proper legal request or a targeted attack. Zero...
  14. Mycelium

    Tax trick that saved me a ton last month

    Citation needed. How do you measure this? Is it just tax rate or actual dollar savings after deductions?
  15. Mycelium

    Beware of FB/Google/TikTok traffic scams, confusing numbers

    Numbers all over usually means tracking is broken, not necessarily fake traffic. Sure, bots are out there but if CVRs tank that fast, it's often a tracking or attribution mess. Proof? Show me the raw logs, not just reports that might be skewed. Otherwise you're just guessing.
  16. Mycelium

    breaking down two top payout cpa networks, real data

    So, you're comparing EPCs, payout structures, and all that. Sounds like a classic case of chasing the shiny numbers. EPC on a warm list means jack if you can't scale or keep the flow steady. The bonuses and tiers are just complexity for the sake of it. If your traffic is solid, yeah, maybe A...
  17. Mycelium

    Push notifications finally cracking the code for me

    Cracking the code? Show me the click rate, the CTR. Anecdotes don't pay the bills.
  18. Mycelium

    Lead gen for insurance and solar: two options, which sucks less?

    Both options suck. It's not about which is worse. It's about how much crap you can filter out before wasting time.
  19. Mycelium

    split testing LPs, you're probably doing it wrong

    Split testing LPs often gets a bad rap because people chase small tweaks w/o understanding the bigger picture. Traffic volume is king. More data beats fancy tests. If your traffic sucks or your tests are too broad, results are garbage anyway. Don't fall for the "more tests, better data" myth.
  20. Mycelium

    Tax questions in affiliate land - fun times

    Luster's right about the algorithm being a gamble. But the bigger issue is overcomplicating the deduction process. Keep it simple. Overthinking the rules just adds stress and messes with focus. The IRS isn't after the small stuff, they want clear fraud
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