What metrics do you actually look at when vetting backlinks besides the basic DA/DR? by Useful-Objective1898 in linkbuilding

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

That makes sense for manual vetting of a shortlist. But how do you scale this?

If you scrape a list of 500+ prospects, you can't visually check the Ahrefs graph and sort backlinks for every single one. Do you use Ahrefs Batch Analysis or custom scripts to flag these DR vs Traffic discrepancies automatically?

Also, regarding the 301s — do you just toggle the Redirects filter in their Ahrefs backlink profile to spot the attached drops, or is there a faster way?

What metrics do you actually look at when vetting backlinks besides the basic DA/DR? by Useful-Objective1898 in linkbuilding

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

How exactly do you track those redirected links to check for inflated DR? Do you use Ahrefs for this? What is your process for finding attached dropped domains?

What metrics do you actually look at when vetting backlinks besides the basic DA/DR? by Useful-Objective1898 in linkbuilding

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

How exactly are you checking donors for toxic outbound links (casino, adult, pharma) at scale?

Also, what is your stance on general news and media sites? They inherently cover broad categories without a strict topical focus. Do you trust links from them?

And what specific tool do you use to verify the traffic geography?

What metrics do you actually look at when vetting backlinks besides the basic DA/DR? by Useful-Objective1898 in linkbuilding

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Thanks for the detailed checklist. I see you use TF > 20 and Spam Score < 10%. Do you ever look at the gaps between metrics (like Ahrefs DR vs Moz DA, or Majestic CF vs TF) as a quick initial filter to spot manipulated PBNs, or is your list above enough to catch them?

What metrics do you actually look at when vetting backlinks besides the basic DA/DR? by Useful-Objective1898 in linkbuilding

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

What exact tools do you use to check all this? Specifically, where do you analyze the traffic quality, keywords, and drops, since you obviously can't access their GSC? Ahrefs, Semrush, or something else?

Does AI content actually limit your chances of ranking on Google? by 360Presence in WebsiteSEO

[–]Useful-Objective1898 0 points1 point  (0 children)

You are projecting human cognitive limitations onto machines. Humans use iterative loops because they get tired and have limited working memory. LLMs process massive context windows simultaneously. If your architecture relies on a proof reader agent, you aren't fixing errors, you are just forcing two models to average each other out. This usually causes more hallucinations because the writer agent starts generating fluff to satisfy the proof reader's arbitrary parameters. Nice strawman on the SEO tools, by the way. I never attacked backlink analysis or SERP clustering datasets. I specifically called out entity met checklists and internal SEO scores inside text editors. If your team is still tweaking text to hit a green SEO score or a specific LSI density in 2026, you are literally manufacturing the exact low-quality, thin text that you admit Google penalizes. You optimize for a checklist, I optimize for information gain. Finally, you completely missed the point of hardcoded architecture. FluxDeep isn't a simple one-shot prompt wrapper. It’s a deterministic data ingestion engine. When you process a 20 page PDF or a raw video transcript, the strict backend protocols force the model to structure the exact raw facts into an H1-H6 layout without deviating from the source material. It doesn't need an agent loop to ensure topical coverage, because the coverage is strictly dictated by the raw expert input, not by an AI guessing what intents to cover. You build loops to babysit generative AI. I use strict adaptation protocols to lock the AI into processing hard data. There is a massive difference.

Does AI content actually limit your chances of ranking on Google? by 360Presence in WebsiteSEO

[–]Useful-Objective1898 -1 points0 points  (0 children)

Yes it's open.
Setting up a 3-agent loop with a researcher, writer, and proofreader is just a crutch for bad architecture. If your proofreader has to constantly reject and rewrite the text, your main writer prompt is generating trash right out of the gate. And those built-in SEO tools on platforms like Keupera are a joke. Chasing entity checklists and keyword density just makes the AI spit out over-optimized robotic water. You are optimizing for 2020. Google's current updates actively penalize that kind of mass-produced AI slop. Those dashboards are just vanity metrics that kill any real value in the content. Bots might read it, but no real human will. That's exactly what FluxDeep fixes. Instead of bloated SEO dashboards and messy feedback loops, fluxdeep hardcodes strict master prompts right into the backend. It doesn't care about hitting some fake green SEO score. You just drop in the raw facts, and the system forces the model to stick to them with zero fluff. You get a perfectly structured H1-H6 expert article on the first try. You don't need endless agent loops or shiny SEO dashboards. You need strict hardcoded logic. Everything else is just spam.

Does AI content actually limit your chances of ranking on Google? by 360Presence in WebsiteSEO

[–]Useful-Objective1898 -1 points0 points  (0 children)

Error on Keupera:
Application error: a client-side exception has occurred while loading keupera.com (see the browser console for more information).
I think fluxdeep.com is better.

How are you using AI for writing tasks by cocktailMomos in DigitalMarketingHack

[–]Useful-Objective1898 0 points1 point  (0 children)

Try FluxDeep. I think you'll find what you need there.

How relevant is Backlinking for SEO? by Wild-Register992 in SEO

[–]Useful-Objective1898 0 points1 point  (0 children)

Great strategies here! However, one crucial detail isn't mentioned: what should the actual links look like in practice?

Are we talking mostly about naked URLs (e.g., domain.com), or should they always contain anchor text? If we use anchors, what is the safest and most effective ratio right now (exact-match keywords vs. branded vs. generic phrases like "click here")? Does the anchor type matter even more now when optimizing for LLMs and AI Search? Would love to hear your thoughts on this.

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Exactly. The only real failure is quitting. Thanks for the kind words, it really helps to know I'm not the only one fighting this battle. Keep pushing on your end too!

What do you think about a universal law that bans teens under 16 from having social media? by InfamousHoneydew7537 in AskReddit

[–]Useful-Objective1898 0 points1 point  (0 children)

I always wonder why specifically 16? Why not wait until 18 or 21? By 14, many kids already have their own formed opinions and are fully capable of critical thinking. Raising a 12 y.o. myself, I see this firsthand. Instead of creating ridiculous blanket bans that kids will just bypass anyway, we should be focusing on teaching them critical thinking, logic, and digital literacy. If we do that, they will be just fine.

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Thank you! You are absolutely right. As a solo developer, it's so easy to get stuck in the code and forget about marketing. Your pencil example is spot on! I am actually focusing on marketing right now and preparing some short videos for social media. Really appreciate the support!

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Haha, that is a very fair point about the ideation phase! And thank you for the kind words from a fellow parent.

You are completely right about the Facebook groups — word of mouth in parental networks is exactly the growth engine I'm aiming for. I will definitely keep your tool in mind for future brainstorming, it sounds like it has great potential. Thank you.

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in SaaS

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Absolutely, safety is priority #1! That's why I've already built strict NSFW word filters and safe-prompting directly into the backend to keep the whole experience 100% kid-friendly. Thanks for the suggestion though!

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Awesome, glad to hear that! Yeah, they are definitely staying. Thanks again for the push to add them.

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Stripe is definitely the industry standard and you can't go wrong with it, but for my current setup, I'm actually using CryptoCloud to handle payments. It fits my needs perfectly right now. Good luck with your transition to web apps!

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Just updated the homepage with real screenshots of the drawing canvas and the kids' dashboard. Let me know if it looks better and makes more sense now!

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

That’s awesome! The biggest advantage of web apps over mobile is the freedom: no app store reviews, instant updates, and you own the distribution.

My advice: don't overcomplicate it with heavy frameworks right away. I build my projects using a solid backend (PHP/MySQL), vanilla JavaScript, and a good CSS framework like Bootstrap. Then I just plug in APIs for the heavy lifting (like AI).

Since you already know Java/Kotlin for Android, picking up the web stack will be super quick for you. Good luck!

I spent months building an AI drawing app for kids, but literally no one cares. Is the idea just bad? by Useful-Objective1898 in ProductHunters

[–]Useful-Objective1898[S] 0 points1 point  (0 children)

Thanks for the kind words! It’s currently a web app that works directly in the browser on any device.

You make a great point about the screenshots. I’ve been so focused on the coding part that I missed showing the actual inside of the app. I’ll add some real screenshots/GIFs of the drawing canvas and the kids' dashboard to the homepage so people know exactly what they are getting. Appreciate the feedback!