The UnNoticed Entrepreneur

There are a handful of genuinely useful, non-obvious data points scattered through the episode - particularly on citation source distribution and churn rate - but the episode is heavily padded with host paraphrasing, promotional repetition, and basic explainers of RAG and PageRank that any digitally-literate marketer already knows.

“Usually we see 85% are actually from external websites. So they're so it's n no longer enough just to optimize your own website to get cited.”

“45% of the citations usually basically cycle through every month.”

The counterintuitive claim that high-profile publications like Forbes and Reddit are largely irrelevant for LLM citation, and that niche topical-authority sites matter more, is genuinely useful pushback against common intuition; however, the broader GEO thesis is rapidly becoming conventional wisdom and most of the framing recycles SEO-era logic with an AI label applied.

“So a lot of people think that, oh, I need to get, like, for example, Forbes to mention me... if you actually look at the percentage of citations, for example, Reddit is right around 5% or less of the citations.”

“So traditional search, you're optimizing for keywords. Uh with with uh LLMs you're optimizing for intent.”

Farzad Rashidi is a genuine practitioner - a SaaS/service founder with real enterprise clients and measurable outputs - which gives the episode more credibility than a pure thought-leader appearance; however, this is fundamentally a vendor pitching his own product, which limits objectivity and depth, and he does not bring seniority from a scaled independent operator role.

“we have global brands that spend over a million dollars a year with us, and agencies that you know sort of upsell what we do and then resell to their clients.”

“So we help them now rank number one in their space when it comes to the group of uh prompts that are relevant to them.”

The episode includes concrete pricing ($100 - $500 per placement), client case study numbers (100k monthly organic traffic for Generation Iron, 90% outreach time reduction for Matchmaker, Opus Clip ranking #1), and behavioural statistics (85% external citations, 45% monthly churn); these are notable, but all figures originate from the vendor's own data with no independent sourcing or methodology stated.

“It starts starts from $100 per placement and all the way up to $500 per placement.”

“they added about a hundred thousand to the monthly visitors each month because these tradition these um Brand mentions there still do follow back links”

The host shows genuine domain knowledge from his PR background and asks a few productive clarifying questions (on multi-LLM optimisation, B2C applicability, multilingual scope), but he consistently accepts vendor claims without pushback - never challenging the sourcing of the 85% or 45% statistics, and frequently paraphrasing the guest's answers back rather than probing further.

“you're really needing to do what in the old days was PR was to have the authority of a third party website. Farzad, right? So how does then link building and as you call it sort of digital brand mentions compared to what we would have called public relations in the old days.”

“I would edit this question out of the podcast then. That was a dumb question.”