Business Insights — Reputation, AI search & company teardowns
Practical analysis for business owners: handling harmful reviews and posts, showing up in AI search, and teardowns of the companies rewriting their industries.
OPUS Suite home
All columns How Axon Gave Away Body Cameras and Turned a Taser Maker Into a Software Giant — A man starts a stun-gun company in a garage, vowing to make the bullet obsolete. Thirty years later, it's a software comWhile Everyone Built AI for Big Business, Avoca Answered the Plumber's Phone — In an era when ChatGPT writes essays and draws pictures, using AI to answer a plumber's phone sounds almost trivial. ButCollectWise Handed the Most Hated Job in Business to AI. The Results Are Striking — Debt collection makes every list of the world's most hated jobs. CollectWise, founded by a former lawyer, handed the entHow to Remove Defamatory Posts in Korea: The Full Reporting and Legal Process — Getting a harmful post taken down in Korea is a staged process: a platform report first, then a formal legal takedown re3 Mistakes to Avoid Before Requesting Removal of a Harmful Post — Removing a harmful post takes a few essential steps: securing evidence, deciding whether it states a falsehood, and prevWhich Online Posts Can Be Removed? 4 Criteria That Decide — Whether an online post can be removed comes down to one question: is it legally protected opinion, or unlawful content? How Handshake Turned 20 Million Student Profiles Into a $1.1 Billion-a-Year Business — Handshake was an ordinary college career app — until OpenAI and Google started lining up to buy from it. The secret wasnThe Man Who Built Google for the Workplace — and Where Your Company's Knowledge Is Hiding — Silicon Valley long called enterprise search a graveyard for startups. Even Google never cracked it. Glean walked into tHow AI Lets Small Organizations Punch Above Their Weight — 76% of small and midsize businesses already use AI, but only 14% have built it into their core operations. AI's real valWhy Private Equity Is Buying 'Unsexy' Businesses — A Korean company that signs people up for internet service sold at a ₩300 billion valuation. A US car wash chain went foFanatics Never Went Public. Here's What It Really Sells — No IPO, yet a valuation of about ₩47 trillion, estimated 2025 revenue of ₩13 trillion and data on 100 million fans. MasaWhy AI Never Cites Your "Well-Written" Posts — If the blog posts you labored over have never once been cited in a ChatGPT or Perplexity answer, the problem isn't your The 5 Factors That Drive AI Citation — What Controlled Experiments Found — "How should I write to show up in AI search?" We answered it with controlled experiments and large-scale data instead ofAsking "Just Any AI" vs. Handing It to a Blog Agent — While building this blog, we ran an experiment: the same request, given to a bare AI chatbot and to the OPUS blog agent.How Advertising Evolves — What the World Cup Reveals About Ad Technology, and the Startups Behind It — If you felt a flicker of pride seeing a familiar domestic brand on the sideline boards during a World Cup broadcast, thaWhen a Single Review Becomes an Ad — How to Actually Put Reviews to Work — Instead of flinching at that 1-star notification, some brands turned the review into an ad. Coffee brand La Colombe liftBuying Back a Doctor's Time — How Abridge Took Over the Hospital Market — Abridge, the medical AI that turns exam-room conversations into clinical notes, doubled its valuation in four months to The Company That Reached Nasdaq Selling "We'll Erase Your Past" — A Full Breakdown of LegalZoom's Business Model — LegalZoom isn't in the record-scrubbing business. It unbundled the work lawyers used to do, turned standardized legal taKorea's Amended Network Act Took Effect July 7 — How Remedies Changed for Victims of Defamation and False Posts — Up to 5x punitive damages for disinformation, and fines up to KRW 1 billion (~$720K) for repeat distribution. Here's whaThe People Who Built Airbnb and Stripe Just Named 7 Things They Want to Fund — YC partners put their own names on the Summer 2026 list of what they want to invest in. Running through it is one signal5 Checks Before You File a Trademark Yourself — "Submitted" Is Not "Registered" — AI has made drafting a trademark application easy, but the gate that decides registration lies elsewhere. Here are the fA Tour of Defamation Case Law — How Far Can an Online Review Go Before It Is a Crime? — Where the line falls between reviews that were punished and reviews that were acquitted, drawn from actual Supreme CourtWhat Happens When Someone Else Registers Your Brand Name First — A Survival Guide to First-to-File — A competitor's land grab, a filing in a partner's name, a trademark squatter. Three ways to lose your brand name, plus aGiving Employees Equity: What Founders Must Lock Down — Stock Option Vesting vs. Shareholders' Agreements — A founder's-eye breakdown of stock options (vesting) versus actual shares (rights of first refusal, call/put options).Five Minutes Before You Sign: A 7-Point Toxic Clause Checklist — Five minutes before signing prevents five months of disputes. Here are the toxic clauses that show up most often and howCustomer Data Breaches: Small Businesses Are Not Exempt — Korea's Personal Information Protection Act applies regardless of company size. Here are the 72-hour notification and reThe Money Quietly Leaking Out of Your Taxes as Sales Grow — 3 Things Online Sellers Miss — In online retail, the tax rules change wholesale the moment revenue crosses certain lines. Simplified-to-standard VAT co