A presentation at Match not Rank in October 2026 in by Steve Mckewon
MAG N U M O P U S C O M M E R C I A L- F I R S T A I S E A R C H STUDIO UK MATCH, NOT RANK. Synthetic prompts, AI consideration sets and commercial opportunities worth winning Research the field. Choose the right race. Steve Mckewon | Magnum Opus Studio UK M AT C H , N O T R A N K 01 / 11
MAG N U M O P U S THE SHIFT STUDIO UK From being seen to being chosen A business can be known to AI but absent when a suitable customer asks for a recommendation. Existence visibility Decision visibility The system can name or describe the business. The business enters the consideration set for a relevant customer need. That does not mean it will recommend it. THE GOAL M AT C H , N O T R A N K A credible match for the right customer, not an appearance everywhere. 02 / 11
MAG N U M O P U S SYNTHETIC PROMPT RESEARCH STUDIO UK A prompt is a research instrument Use representative customer situations to probe the AI recommendation landscape. “Who can help a growing Somerset ecommerce business with VAT, online marketplaces and ongoing bookkeeping?” WHO APPEARS? HOW DESCRIBED? WHICH SOURCES? Which businesses enter the shortlist? What specialisms and fit are claimed? What visible evidence supports the answer? A synthetic prompt models a customer need. It is not itself observed customer demand. M AT C H , N O T R A N K 03 / 11
MAG N U M O P U S A I C O N S I D E R AT I O N S E T STUDIO UK Study the field of runners Who is in the race? What makes them credible candidates? OBSERVED CANDIDATE OBSERVED CANDIDATE RESEARCH OPPORTUNITY COMPETITOR A COMPETITOR B OUR CLIENT Frequently included Sometimes included Not yet considered Service detail, clear fit Professional profiles Qualified, but unclear evidence The research task: understand the difference in available evidence, not assume the algorithm’s cause. M AT C H , N O T R A N K 04 / 11
MAG N U M O P U S KNOW THE LIMITS STUDIO UK What synthetic prompts can and cannot tell us Controlled tests are useful, but they are not a census of real customer behaviour. CAN HELP US STUDY CANNOT DIRECTLY PROVE Repeated recommendation patterns How many real buyers asked the question Visible competitors and source paths Every personalised answer a person sees Accuracy of business descriptions That an AI appearance caused a sale Complement synthetic testing with customer conversations, Search Console, directory enquiries and sales outcomes. M AT C H , N O T R A N K 05 / 11
MAG N U M O P U S C O M M E R C I A L- F I R S T STUDIO UK Start with the business. Then choose the prompts. Not every missed recommendation is commercially worth pursuing. 01 WANTED WORK 02 Which services does the owner actually enjoy and want more of? 03 CAPACITY Which customers or services generate worthwhile margins and value? 04 What can the business realistically and sustainably deliver? ECONOMICS RIGHT TO WIN Where are its real strengths, qualifications and geographic fit? Commercial suitability precedes optimisation. M AT C H , N O T R A N K 06 / 11
MAG N U M O P U S COMMERCIAL MARKET SELECTION STUDIO UK One industry. Three different customer markets. The useful unit is the underlying customer decision, not every variation of its wording. International corporate tax Outside the practice’s expertise Low-fee one-off tax returns Qualified, but limited margin Ongoing ecommerce accounting Strong skills, repeat work, available capacity DO NOT TARGET LOW PRIORITY PRIORITISE Illustrative example | Market fit should be checked against genuine demand and business capacity. M AT C H , N O T R A N K 07 / 11
MAG N U M O P U S A I S O U R C E PAT H R E S E A R C H STUDIO UK Even a failed prompt can reveal where to build evidence Follow the recommended competitors and the sources appearing around them. SYNTHETIC QUESTION Specialist directories RECOMMENDED COMPETITORS Professional registers VISIBLE SOURCE PATHS Service pages Authentic reviews Citations and profiles are research leads; they do not expose the model’s complete selection process. M AT C H , N O T R A N K 08 / 11
MAG N U M O P U S TA R G E T E D E X P E R I M E N T S STUDIO UK Repair real Evidence Gaps, then retest Make the business easier to recognise and verify for the selected customer need. 01 02 03 04 SELECT INSPECT IMPROVE RETEST A commercially valuable, qualified customer decision Competitors, descriptions and visible sources Truthful service detail, credentials and corroboration Recommendation, accuracy and follow-on enquiries Preserve the 10-prompt diagnostic baseline. Test commercial variations separately. M AT C H , N O T R A N K 09 / 11
MAG N U M O P U S M E A S U R E W H AT M AT T E R S STUDIO UK Evidence of progress has three layers Recommendation improvement is useful; commercial outcomes make the story stronger. 1 2 3 AI OUTPUTS EVIDENCE QUALITY BUSINESS OUTCOMES Mentioned? Recommended? Described accurately? Service clarity Consistent profiles Credible corroboration Better-fit enquiries Consultations or bookings Profitable work Directory enquiries and offline decisions still count, even when attribution is incomplete. M AT C H , N O T R A N K 10 / 11
MAG N U M O P U S M AG N U M O P U S S T U D I O U K STUDIO UK BETTER MATCHES. BETTER CUSTOMERS. BETTER BUSINESS. Start with the business → Study the field → Target the right opportunity magnum-opus-uk.studio M AT C H , N O T R A N K Explore the methodology Book a visibility call 11 / 11
