Does anyone use a tool for this or know how to create a tool to do this?
LinkedIn post appears that's relevant to my business → tool emails me an alert → AI drafts a suggested comment → I review/edit/approve → AI posts comment.
A recent analysis reviewed 12,487 AI-generated answers about flower delivery brands for Mother's Day across six AI models to find out which sources appeared most frequently in AI recommendations.
One finding stood out: 3 of the 5 most cited social media/user-generated content were old Reddit threads.
Not a few months old.
One cited Reddit thread was 4 years old. One was 6 years old. Another was 9 years old.
The most interesting example was the 6-year-old Reddit thread: a negative post about major flower delivery brands acting as middlemen. It had 13,000 upvotes and 203 comments, and was the #2 most cited social media/user-generated content.
I’ve never seen AI cite content this old for any type of query.
What do you make of this?
A client asked why AI tools mention a competitor for topics we believe they should own. Traditional coverage, backlinks, and messaging are all in decent shape, but the LLM answers still feel unpredictable. I’m trying to understand whether PR should own this, share it with SEO, or push it into a broader marketing measurement function. Are people building actual playbooks for this yet, or are we all still guessing?