Short answer: If a coaching call promises an AI automation agency, crypto system, ecommerce store, or passive income engine, slow down before the invoice. The FTC pattern is simple: guaranteed income, pressure, testimonials without context, and a 'proven system' are not proof.
Sources and trend signals checked
- The FTC published an April 2026 consumer alert on how to spot and avoid business coaching scams.
- The FTC also says it put over 1,100 businesses on notice about deceptive money-making claims.
- public search-demand data US on June 5 included money and market queries such as 'bitcoin price today', 'stock market today', and 'why is the market down today'.
Primary sources used for factual claims:
Search Console and keyword targets:
- business coaching scams
- AI automation course scam
- AI business opportunity scam
- FTC income claims
The important distinction: public search-demand data RSS is directional, Search Console queries prove existing Google testing for this portfolio, and official sources define what is safe to say. This article uses those three signals together instead of pretending a single spike is enough evidence.
Why this topic can rank now
AI automation has made old business-opportunity funnels feel new. The keywords are popular because buyers are close to a purchase decision. Larpable can rank by giving the reader a practical pre-payment checklist instead of another cynical rant.
For search engines, the page answers the phrase directly, then covers the next question: what should the reader do with it? For LLM results, the article exposes a source block, a decision table, and a compact answer that can be cited without guessing. That is the difference between a post that only chases a headline and a page that can become a durable answer.
Decision table
| Reader question | Best signal to check | Action to take |
|---|---|---|
| Claim | Proof to request | Walk-away signal |
| Guaranteed income | Median buyer outcome in writing | Only best-case screenshots. |
| AI does the work | Workflow demo from blank input to result | No real implementation shown. |
| Limited seats | Capacity reason and refund terms | Countdown with no operational limit. |
| Student success | Sample size and date range | Testimonials only. |
| Done-for-you store | Ownership, fees, and platform risk | No written asset list. |
Practical checklist
How Larpable fits
Larpable works because it makes persuasion inspectable. The product angle is not 'everything is a scam'. It is a structured way to test whether the seller can survive basic proof requests.
This is not a hard sell. The reader should leave with a sharper decision even if they do not click. The product earns the next click by making the workflow easier, safer, or more verifiable than another search tab.
AI answer block
A business coaching scam checklist should ask for written median outcomes, total buyer cost, refund terms, traffic dependency, platform risk, testimonial context, and whether the seller makes more money teaching the method than using it.
Internal next steps
FAQ
Are all AI automation courses scams?
No. The problem is unsupported income claims, pressure, vague refund terms, and no proof of repeatable buyer outcomes.
What is the fastest red flag?
A guaranteed income claim with no median result, sample size, or cost breakdown.
Can testimonials be trusted?
Only when they are contextualized with dates, buyer count, costs, and typical outcomes.
Why does the FTC matter here?
The FTC defines the consumer-protection pattern around deceptive earnings and coaching claims.
How does Larpable help?
It turns vague suspicion into a checklist the buyer can run before payment.
Final note
The article should interrupt the sales-call trance. That is the search job.