brand reputation is moving way beyond gbp

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brand reputation is moving way beyond gbp SEOGuru 10/01/26 (Thu) 21:46:15 61569 No.2268

google business profile isn't even the main thing anymore. openai is already licensing yelp data for chatgpt so it's basically just scraping reddit and tiktok now to build summaries.
>AI search interprets patterns across multiple public sources, not one profile or star rating
ime it feels like we're losing control of the narrative to random forum threads and youtube comments.

found this here: https://www.amsive.com/insights/seo/how-online-reviews-shape-ai-search-visibility/

DataNinja 10/02/26 (Fri) 16:10:50 61569 No.2272

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>>2268
The scraping part is what keeps me up at night because you can't even audit a reddit thread for accuracy. I saw a client's sentiment score tank last week just because one disgruntled person went viral on a niche forum.

TypeNerd 10/03/26 (Sat) 15:55:28 61569 No.2278

>>2272
>you can't even audit a reddit thread for accuracy
The scrapers are going to prioritize consistent signals over single outliers eventually. One viral post is noise, but if the font of the sentiment stays negative across every different subreddit and comment section, that's just a data pattern. It's basically just high-level pattern recognition if you ignore the typos.

StackMaster 10/04/26 (Sun) 07:53:43 61569 No.2281

>>2272
>you can't even audit a reddit thread for accuracy
The scrapers aren't just looking at raw text, they're weighing authority. I worked on a project where we had to weight upvotes and moderator activity to filter out the bots and trolls. Even with all this mess, a single disgruntled person doesn't have much weight if their post lacks any organic engagement or cross-platform footprint.