u/New_Length_8114

Read about the same in one of the startup pitches. Entire thesis was to make these GEO tools authentic- Sounded good, though they are still in building phase - I suppose this was their website link - www.gorelevant.ai

Agreed on crawlability being important. Was doing research on the same - basicaly should I allow all bots to crawl my site or block some - came across this video - liked the perspective here.
https://youtu.be/bB\_LvfvaVu0?si=sKAVhBPoFEW7Visb

I partially agree with this, however the only thing I would want as a brand is more understanding of coverage of that problem area - does the 30 prompt cover 80% of user query volume addressing that problem area - basically a classic recall problem of Data Science models. Otherwise it will always be another tool giving me another set of 30 prompts for the same problem and a different performance number.

I feel like since we’re seeing a lot of companies trying to solve the measurement problem in GEO, It makes the space feel like it’s maturing, and the conversation is gradually shifting from “How well I am represented in LLM answers?” to “What’s the ROI?”

But, I still think there’s a fundamental gap. We don’t have enough discussion around prompt selection. Why are these particular prompts representative of my business? How well do they cover my industry, customer journeys, and edge cases? If the prompt set itself isn’t statistically representative, then any measurement or benchmark built on top of it becomes hard to trust.

I agree with the holdout set approach in principle, but ultimately a robust evaluation should be based on a broad, statistically meaningful spread of prompts rather than just repeated runs of a handful of examples.

Personally, I think we’re getting ahead of ourselves by focusing on ROI. For me, ROI in GEO is at least a couple of years away. We first need to establish reliable and standardized ways to measure AI visibility before the ROI conversation becomes meaningful.

Yes, a little expensive but I gave it a try anyway. And trust me it seems worth it ( though I have tried them only once till now). Very little pain, no plastic smell & my skin felt a little moisturised post wax itself. ( limited to upper lips and chin hair only). Will try it on other body parts this week.

Yup, doing the same till now. But my facial skin is very dry, haven’t found any Wax beans catering to dry skin. Hence, was looking for the feedback on these beans

Tried the wax beans of this new brand Say Hi. Used it for face only. Dont think you would need any expert for using this even on full body. Must try!

http://tiny.cc/sayhi_waxbeans

Not in town due to medical emergency. Didn’t get any interest from people so, cancelled the tickets now!

L24-25

https://preview.redd.it/8gjmu7jtsneb1.jpeg?width=1170&format=pjpg&auto=webp&s=224e6b10b565a04216c9ad3e5b1ef07435e852f6