u/crazy_letdown

I’m running a women's sportswear store and the shift to AI search has been a massive pain. I still keep Ahrefs around for the standard SEO stuff, but I noticed we were basically invisible whenever I asked Perplexity for reccomendations in our niche. It just kept citing the massive brands Tried out NetRanks to see if I could actually force some citations. The tool basically told me my product pages were too "fluffy" for the models to trust. I spent a week swapping out the marketing speak for more certainty points, basically just more factual data points the tool flags.

Looks like it worked and we’re starting to show up in the source bubbles now instead of getting ignored. It feels like a completely different game than standard keyword stuffing. Are any of you actually auditing your syntax for the models yet, or just sticking to the old school stuff?

I have a question for the NetRanks team, as I've recently read some of your blogs about AI models pulling mentions of wellness and pet care brands. I've been running an online store (we sell women's sportwear and some home exercise equipment) for a little while, wondering if you have any evidence or information about how it works in the sports niche?

Been looking for AI video tools for my latest campaigns because of previous bad experiences with UGC creators. I spent the last weeks testing a few tools I’ve seen mentioned on Reddit to see which one fits our needs, so I thought to share it

Here’s the breakdown:

• Arcads: The premium option in terms of raw polish, but the credit-burn is painful. If your script isn't 100% perfect on the first try, you’re basically donating to their server costs. It's the luxury tool if you have a massive budget, for us it was too expensive
• Higgsfield: Decent for cinematic stuff and high-end directing (the camera controls are great!!), but it’s a bit of a prosumer trap for simple UGC. I spent like 15 minutes tweaking the prompt just to get a 10-second robotic head to look human/normal
• Maxfusion: Built specifically for media buyers rather than filmmakers I'd say. The RIZZ model handles micro expressions (the smirks or eye-rolls that actually makes someone look human).. Also, the Banana Clone feature was a great for model consistency across different hooks. Imho, you get your money’s worth
• ⁠Creatify: It’s fast and the URL-to-Ad workflow is cool, but the output still feels a bit generic..? You can tell it’s AI slop within the first seconds because the actors look like robots. Fine for low-tier testing, and if you’re just playing around, trying different prompts

Let me save you some money here: If you want to play director, use Higgsfield. If you’re okay with higher costs, stick with Arcads. If you’re trying to scale videos with consistent character, go for Maxfusion. Creatify wasn't my favorite.

I may have missed any features or additions to these tools, would like to hear more thoughts in the comments

I’ve been digging into the GEO data lately and I’m hitting a wall with how different engines attribute sources.

Often, SearchGPT or Perplexity will summarize a site's specific data point without a formal footnote, but then provide a [1] citation for a generic statement later in the paragraph.

My question for NetRanks: How does your engine distinguish between a "Visibility" win (the AI used your data) and a "Traffic" win (the AI gave you a clickable link)?

If the AI is "consuming" our content to answer the user but not linking out, are you guys tracking that as a successful GEO hit, or is that considered a "lost" opportunity in your current scoring model?

I’d love to know the logic behind how you're quantifying the "value" of a mention that doesn't have a blue link attached.