The story comes from a post by /u/Zerokev on r/EntrepreneurRideAlong, posted in early October 2026.
The poster has done hospitality and restaurant consulting for years, and describes replacing open ended consulting engagements with a fixed, AI assisted product called the Restaurant Profit Check.
According to the poster, selling "consulting" to a restaurant owner creates a problem before any work even starts. The owner hears the word and starts wondering what they are actually buying, how long it will take, and how big the bill might get. So the poster changed the shape of the offer. It became a fixed product called the Restaurant Profit Check, priced at $199, and the first draft of the analysis is written by AI rather than by a person.
One structured intake instead of a string of meetings
The owner fills out a structured onboarding covering sales pricing, food and labour cost visibility, inventory and waste, menu performance, promotions, staff upselling, customer experience and retention. That is the same ground a consulting engagement would normally cover across several calls, captured once instead, in writing. The system then turns that intake into a draft covering top priorities, potential profit leaks, quick wins, revenue opportunities, and a 7, 30 and 90 day action plan.
The draft never reaches the client on its own
According to the poster, that AI generated draft goes through evidence checks and quality gates, and only then gets reviewed personally, before a client sees any of it. That review step is the part worth noticing. A $199 report containing a wrong number, or a recommendation generic enough to apply to any restaurant, is not worth paying for. A report checked against the actual intake data, by someone who has done this work for years, is a different product, even though an AI wrote the first version of it.
The poster is also candid about what has not been solved yet. Posts about the product on LinkedIn get reactions but not purchases, so the search for customers has moved toward communities where restaurant owners already talk about these problems directly.
What you can do tomorrow morning
Two things from this are worth taking into your own week, whether you sell consulting or anything else that currently sounds vague on a sales call.
First, if a service is hard to describe in one sentence, the fix is rarely a better pitch. It is a named, fixed deliverable. A product with a price and a short list of what is included removes most of a buyer's doubt before a conversation even starts. That structure is what makes the offer sellable on its own. AI only makes the first draft of the deliverable cheaper to produce.
Second, if AI is going to produce anything a client or customer will read, decide where the human checkpoint sits before building the rest of the workflow, not after. Here that meant evidence checks and quality gates ahead of a mandatory review on every single report, with no exception for one that looks fine at a glance. That checkpoint is slower than letting the AI send its output straight out. It is also the reason the draft is allowed to be imperfect in the first place. Build the fast, cheap draft. Build the slow, careful check around it. Skip the second part, and a $199 product is one bad report away from a refund.