# Kyle’s curriculum: learning paths Choose a problem, then a few lessons. The business cases below are illustrative, not measured results. ## Google Ads Turn existing search demand into customers you can profitably serve. ### Foundations - [Make your product’s value obvious in one sentence](https://kyleguilfoyle.com/curriculum/#lesson-03.01) - [Stop paying for sales you would have won anyway](https://kyleguilfoyle.com/curriculum/#lesson-05.02) - [Know what you can afford to pay for a customer](https://kyleguilfoyle.com/curriculum/#lesson-05.03) ### Lessons - [Buy the search that leads to a customer](https://kyleguilfoyle.com/curriculum/#lesson-05.11) - [Keep the promise that earned the click](https://kyleguilfoyle.com/curriculum/#lesson-05.12) - [Teach your ad account which leads became customers](https://kyleguilfoyle.com/curriculum/#lesson-06.14) - [Set a bid limit your margins can survive](https://kyleguilfoyle.com/curriculum/#lesson-05.13) ## Meta Ads Find the message that brings in suitable buyers, then test whether it adds sales. ### Foundations - [Make an ad feel worth watching in its surroundings](https://kyleguilfoyle.com/curriculum/#lesson-04.01) - [Let the product make the argument](https://kyleguilfoyle.com/curriculum/#lesson-04.04) - [Find leads worth your team’s time](https://kyleguilfoyle.com/curriculum/#lesson-05.06) ### Lessons - [Give your next ad a different reason to win](https://kyleguilfoyle.com/curriculum/#lesson-04.24) - [Stop buying leads your team cannot use](https://kyleguilfoyle.com/curriculum/#lesson-05.14) - [Catch tracking errors before they guide your budget](https://kyleguilfoyle.com/curriculum/#lesson-06.16) - [Find out whether the ad changed the result](https://kyleguilfoyle.com/curriculum/#lesson-06.15) ## SEO + AEO Become the useful answer buyers find while making a decision. ### Foundations - [Find the moment a customer starts wanting what you sell](https://kyleguilfoyle.com/curriculum/#lesson-01.01) - [Make your product’s value obvious in one sentence](https://kyleguilfoyle.com/curriculum/#lesson-03.01) ### Lessons - [Help buyers find the answer that leads to you](https://kyleguilfoyle.com/curriculum/#lesson-05.15) - [Make each location easier to choose](https://kyleguilfoyle.com/curriculum/#lesson-05.16) - [Earn trust before someone asks for a quote](https://kyleguilfoyle.com/curriculum/#lesson-05.17) - [Test AI visibility without chasing magic tricks](https://kyleguilfoyle.com/curriculum/#lesson-05.18) ## Email Earn another useful conversation, visit or purchase from people who want to hear from you. ### Foundations - [Give the first-time customer a reason to come back](https://kyleguilfoyle.com/curriculum/#lesson-07.01) - [Know when an extra visit actually makes you money](https://kyleguilfoyle.com/curriculum/#lesson-08.02) ### Lessons - [Build a list people meant to join](https://kyleguilfoyle.com/curriculum/#lesson-07.11) - [Send the message that fits what just happened](https://kyleguilfoyle.com/curriculum/#lesson-07.12) - [Bring customers back for a reason beyond a discount](https://kyleguilfoyle.com/curriculum/#lesson-07.13) - [Measure the sale behind the open rate](https://kyleguilfoyle.com/curriculum/#lesson-06.17) ## Sales Turn a real business problem into a deal worth winning. ### Foundations - [Win over the person who can quietly block the sale](https://kyleguilfoyle.com/curriculum/#lesson-01.06) - [Walk into a negotiation knowing when you can leave](https://kyleguilfoyle.com/curriculum/#lesson-13.01) - [Find an agreement neither side saw at first](https://kyleguilfoyle.com/curriculum/#lesson-13.02) ### Lessons - [Spot the deal that will cost you more than it pays](https://kyleguilfoyle.com/curriculum/#lesson-13.12) - [Give the right buyer a reason to reply](https://kyleguilfoyle.com/curriculum/#lesson-13.13) - [Find the problem hiding behind the request](https://kyleguilfoyle.com/curriculum/#lesson-13.14) - [Help your contact bring the other decision-makers with them](https://kyleguilfoyle.com/curriculum/#lesson-13.15) - [Build a business case your buyer can defend](https://kyleguilfoyle.com/curriculum/#lesson-13.16) - [Show the change the buyer is actually buying](https://kyleguilfoyle.com/curriculum/#lesson-13.17) - [Find what “too expensive” actually means](https://kyleguilfoyle.com/curriculum/#lesson-13.18) - [Leave the meeting with a next step both sides own](https://kyleguilfoyle.com/curriculum/#lesson-13.19) - [Build a pipeline you can believe](https://kyleguilfoyle.com/curriculum/#lesson-13.20) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) ## Services that scale Sell and deliver a useful result repeatedly without rebuilding the service for every customer. ### Foundations - [Find the moment a customer starts wanting what you sell](https://kyleguilfoyle.com/curriculum/#lesson-01.01) - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) ### Lessons - [Package the problem people keep paying to solve](https://kyleguilfoyle.com/curriculum/#lesson-03.11) - [Attract customers you can actually make successful](https://kyleguilfoyle.com/curriculum/#lesson-03.10) - [Write a promise people can believe and you can deliver](https://kyleguilfoyle.com/curriculum/#lesson-03.03) - [Keep the useful choices without rebuilding the service](https://kyleguilfoyle.com/curriculum/#lesson-03.12) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) - [Price the work that continues after installation](https://kyleguilfoyle.com/curriculum/#lesson-14.21) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) - [Sell a pilot that answers the risky question](https://kyleguilfoyle.com/curriculum/#lesson-13.22) - [Find the missing handoff before a customer does](https://kyleguilfoyle.com/curriculum/#lesson-15.13) - [Find out whether automation saves time or just moves it](https://kyleguilfoyle.com/curriculum/#lesson-10.07) - [Know when a checklist will beat an AI agent](https://kyleguilfoyle.com/curriculum/#lesson-10.03) - [Discover the failure before your customer does](https://kyleguilfoyle.com/curriculum/#lesson-11.06) - [Build a system someone else can repair](https://kyleguilfoyle.com/curriculum/#lesson-11.10) - [Test whether the service runs when you stop pushing](https://kyleguilfoyle.com/curriculum/#lesson-15.14) - [Make a dashboard lead to a decision](https://kyleguilfoyle.com/curriculum/#lesson-15.05) - [Use one awkward example to fix a whole class of mistakes](https://kyleguilfoyle.com/curriculum/#lesson-10.05) - [Combine useful tools without building a fragile chain](https://kyleguilfoyle.com/curriculum/#lesson-10.11) - [Write a case study people can use without copying blindly](https://kyleguilfoyle.com/curriculum/#lesson-18.08) ## Multi-location business An owner of a successful restaurant group with more than five locations, or another multi-location local business. Find which locations need demand, which need capacity and which need a better handoff. Compare each location before rolling out a group-wide change. - [Find the moment a customer starts wanting what you sell](https://kyleguilfoyle.com/curriculum/#lesson-01.01) - [Know when an extra visit actually makes you money](https://kyleguilfoyle.com/curriculum/#lesson-08.02) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) ### Fill the quiet branch, not the already-full one Situation: Six restaurants share an ad budget. Two are full on Friday; another has spare tables on Tuesday. Outcome: Buy useful bookings at the location and time that can serve them. Mechanism: Local intent, location-level contribution and capacity determine which booking is worth buying. Example: A fictional Tuesday booking leaves $35 after food and service costs. A $30 acquisition cost leaves $5 before overhead. Sending the booking to a full Friday service may add nothing. Exercise: Choose a branch and occasion. Write search terms, exclusions, a location page promise and a maximum booking cost. Define how you will distinguish new visits from bookings you would have received anyway. Ai: Use anonymized booking and search records to suggest demand gaps. Check the suggested gaps against actual opening hours and capacity. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Buy the search that leads to a customer](https://kyleguilfoyle.com/curriculum/#lesson-05.11) - [Keep the promise that earned the click](https://kyleguilfoyle.com/curriculum/#lesson-05.12) - [Teach your ad account which leads became customers](https://kyleguilfoyle.com/curriculum/#lesson-06.14) - [Set a bid limit your margins can survive](https://kyleguilfoyle.com/curriculum/#lesson-05.13) - [Know when an extra visit actually makes you money](https://kyleguilfoyle.com/curriculum/#lesson-08.02) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) ### Find the occasion that earns a visit Situation: A restaurant group uses the same food montage for every location and every occasion. Outcome: Learn whether a specific occasion brings additional guests to a branch with room. Mechanism: A clear reason to visit can matter more than another attractive plate photograph. Example: A fictional neighbourhood branch tests a weekday family meal demonstration against its usual montage. Bookings are checked against service capacity and group size. Exercise: Write two creative briefs around different customer occasions. Assign a branch, booking outcome and fair comparison. Decide which parts of a winning idea need local adaptation. Ai: Generate storyboard options from real menu and service facts. Reject visuals of dishes or offers the restaurant cannot supply. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Give your next ad a different reason to win](https://kyleguilfoyle.com/curriculum/#lesson-04.24) - [Stop buying leads your team cannot use](https://kyleguilfoyle.com/curriculum/#lesson-05.14) - [Find out whether the ad changed the result](https://kyleguilfoyle.com/curriculum/#lesson-06.15) - [Catch tracking errors before they guide your budget](https://kyleguilfoyle.com/curriculum/#lesson-06.16) - [Find the moment a customer starts wanting what you sell](https://kyleguilfoyle.com/curriculum/#lesson-01.01) ### Fix the page that sends guests to the wrong place Situation: A group’s search results show old menus and inconsistent holiday hours. Outcome: Make it easy to choose and reach the right branch. Mechanism: Accurate location information removes a preventable obstacle between discovery and a visit. Example: A fictional visitor chooses the nearest branch but needs step-free access. The group page says nothing about which entrance to use. Exercise: Audit two branches from search result to booking. Give each page the information a visitor needs. Check the effect on relevant bookings and information-related calls. Ai: Compare public profiles with approved branch records. Have the local manager confirm changes before publishing. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Help buyers find the answer that leads to you](https://kyleguilfoyle.com/curriculum/#lesson-05.15) - [Make each location easier to choose](https://kyleguilfoyle.com/curriculum/#lesson-05.16) - [Test AI visibility without chasing magic tricks](https://kyleguilfoyle.com/curriculum/#lesson-05.18) - [Find the moment a customer starts wanting what you sell](https://kyleguilfoyle.com/curriculum/#lesson-01.01) ### Invite the guest back to the place they chose Situation: A group sends the same discount to every guest, including those with an unresolved complaint. Outcome: Earn useful return visits without giving away margin or ignoring service problems. Mechanism: Permission, location preference and the reason for the next visit determine the message. Example: A fictional guest who opted into family events receives a relevant Tuesday invitation. A guest awaiting a complaint response is excluded. Exercise: Draw entry, location, service-suppression and exit rules. Calculate contribution after the offer. Compare a small eligible holdout where practical. Ai: Use AI to draft variants from approved events and menus. Check permission and exclusions with deterministic rules before sending. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Build a list people meant to join](https://kyleguilfoyle.com/curriculum/#lesson-07.11) - [Send the message that fits what just happened](https://kyleguilfoyle.com/curriculum/#lesson-07.12) - [Bring customers back for a reason beyond a discount](https://kyleguilfoyle.com/curriculum/#lesson-07.13) - [Measure the sale behind the open rate](https://kyleguilfoyle.com/curriculum/#lesson-06.17) - [Know when an extra visit actually makes you money](https://kyleguilfoyle.com/curriculum/#lesson-08.02) ### Win the rollout by proving one branch can use it Situation: A six-location owner considers a new booking system. Managers worry about training and Friday-night failures. Outcome: Agree on a useful pilot and an honest decision about rollout. Mechanism: Discovery across owner and operators exposes adoption risks before they become promises. Example: A fictional pilot tests one branch during a defined period. The owner and manager agree what success and failure look like. Exercise: Role-play the owner and a manager. Discover constraints, build a business case and propose a pilot with handoff and acceptance criteria. Ai: Ask AI to play a sceptical manager. Debrief what you discovered versus assumed. Identify questions you missed. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Spot the deal that will cost you more than it pays](https://kyleguilfoyle.com/curriculum/#lesson-13.12) - [Give the right buyer a reason to reply](https://kyleguilfoyle.com/curriculum/#lesson-13.13) - [Find the problem hiding behind the request](https://kyleguilfoyle.com/curriculum/#lesson-13.14) - [Help your contact bring the other decision-makers with them](https://kyleguilfoyle.com/curriculum/#lesson-13.15) - [Build a business case your buyer can defend](https://kyleguilfoyle.com/curriculum/#lesson-13.16) - [Show the change the buyer is actually buying](https://kyleguilfoyle.com/curriculum/#lesson-13.17) - [Find what “too expensive” actually means](https://kyleguilfoyle.com/curriculum/#lesson-13.18) - [Leave the meeting with a next step both sides own](https://kyleguilfoyle.com/curriculum/#lesson-13.19) - [Build a pipeline you can believe](https://kyleguilfoyle.com/curriculum/#lesson-13.20) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) - [Win over the person who can quietly block the sale](https://kyleguilfoyle.com/curriculum/#lesson-01.06) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) ### Separate a demand problem from a full kitchen Situation: A restaurant group has falling reviews at one busy branch and empty seats at another. Outcome: Choose the right first fix for each location. Mechanism: Demand, throughput and service quality are different constraints. Example: In this fictional case, a promotion at the busy branch lengthens waits. The quiet branch may need a clearer reason to visit. Exercise: Compare capacity, repeat visits and contribution by branch. Assign one local decision to the manager and one group standard. Set a rollout rule based on evidence. Ai: Use AI to organize anonymized review themes and service data. Test its proposed explanation against observations on site. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) - [Get the founder out of decisions the team can make](https://kyleguilfoyle.com/curriculum/#lesson-15.03) - [Share decisions without losing track of responsibility](https://kyleguilfoyle.com/curriculum/#lesson-15.10) - [Give the first-time customer a reason to come back](https://kyleguilfoyle.com/curriculum/#lesson-07.01) - [Know when an extra visit actually makes you money](https://kyleguilfoyle.com/curriculum/#lesson-08.02) ### Build a second-visit follow-up service Situation: A restaurant group wants managers to run a process that brings guests back, with permission to contact them. Outcome: Build a service that can be operated and improved by someone else. Mechanism: Clear boundaries, measured delivery effort and visible exceptions make repetition possible. Example: Fictional project suggestion. Install it inside a business, or package it for a buyer. In the second case, include selling and support costs, including maintenance. Exercise: Define the eligible guest and entry rule, the stopping condition, service cost and measurement plan. Prototype manually with fictional records. Then test a bounded pilot before adding automation. Ai: Use AI to draft the delivery map and generate awkward test cases. Keep human review for promises and permission. Keep a person available for unusual customer situations. Limits: A project hypothesis, not a proven result. Record concept, prototype evidence separately from results in use. Distinguish one test from successful replication. - [Package the problem people keep paying to solve](https://kyleguilfoyle.com/curriculum/#lesson-03.11) - [Attract customers you can actually make successful](https://kyleguilfoyle.com/curriculum/#lesson-03.10) - [Write a promise people can believe and you can deliver](https://kyleguilfoyle.com/curriculum/#lesson-03.03) - [Keep the useful choices without rebuilding the service](https://kyleguilfoyle.com/curriculum/#lesson-03.12) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) - [Price the work that continues after installation](https://kyleguilfoyle.com/curriculum/#lesson-14.21) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) - [Sell a pilot that answers the risky question](https://kyleguilfoyle.com/curriculum/#lesson-13.22) - [Find the missing handoff before a customer does](https://kyleguilfoyle.com/curriculum/#lesson-15.13) - [Find out whether automation saves time or just moves it](https://kyleguilfoyle.com/curriculum/#lesson-10.07) - [Know when a checklist will beat an AI agent](https://kyleguilfoyle.com/curriculum/#lesson-10.03) - [Discover the failure before your customer does](https://kyleguilfoyle.com/curriculum/#lesson-11.06) - [Build a system someone else can repair](https://kyleguilfoyle.com/curriculum/#lesson-11.10) - [Test whether the service runs when you stop pushing](https://kyleguilfoyle.com/curriculum/#lesson-15.14) - [Make a dashboard lead to a decision](https://kyleguilfoyle.com/curriculum/#lesson-15.05) - [Use one awkward example to fix a whole class of mistakes](https://kyleguilfoyle.com/curriculum/#lesson-10.05) - [Combine useful tools without building a fragile chain](https://kyleguilfoyle.com/curriculum/#lesson-10.11) - [Write a case study people can use without copying blindly](https://kyleguilfoyle.com/curriculum/#lesson-18.08) ## $10M+ business An owner of a business with more than $10M in annual revenue. Find the constraint between qualified demand and profitable delivery. Revenue size does not tell you the buying cycle. The examples include a fictional $40M commercial kitchen supplier. - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) - [Find leads worth your team’s time](https://kyleguilfoyle.com/curriculum/#lesson-05.06) - [Get the founder out of decisions the team can make](https://kyleguilfoyle.com/curriculum/#lesson-15.03) ### Buy kitchen projects, not repair-manual clicks Situation: A fictional $40M commercial kitchen builder receives many enquiries from homeowners and job seekers. Outcome: Win suitable commercial projects while reducing wasted estimating time. Mechanism: Search intent and lead qualification must connect to later project margin. Example: Ten enquiries may consume ten estimator hours even if only one fits. A smaller set of relevant projects could be worth more. Exercise: Define a qualified project using geography, scope and timing. Build an ad group, landing page and offline outcome map. Include the estimator’s time in acquisition cost. Ai: Have AI classify anonymized rejected enquiries. Review each category with the estimator before turning it into an exclusion. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Buy the search that leads to a customer](https://kyleguilfoyle.com/curriculum/#lesson-05.11) - [Keep the promise that earned the click](https://kyleguilfoyle.com/curriculum/#lesson-05.12) - [Teach your ad account which leads became customers](https://kyleguilfoyle.com/curriculum/#lesson-06.14) - [Set a bid limit your margins can survive](https://kyleguilfoyle.com/curriculum/#lesson-05.13) - [Find leads worth your team’s time](https://kyleguilfoyle.com/curriculum/#lesson-05.06) ### Let the buyer see the difficult part working Situation: A kitchen equipment supplier has convincing installation footage but weak enquiries from broad promotional ads. Outcome: Find whether demonstrations reach buyers with suitable projects. Mechanism: Specific proof can answer a real buying doubt before the enquiry reaches sales. Example: A fictional ad shows cleaning access on a commercial oven rather than repeating “premium quality.” The enquiry form asks about installation needs. Exercise: Choose one buyer doubt, one demonstration and one qualification question. Track accepted projects and the time sales spends on unsuitable leads. Ai: Use AI to outline edits and captions. Have a technical person verify every equipment claim and safety implication. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Give your next ad a different reason to win](https://kyleguilfoyle.com/curriculum/#lesson-04.24) - [Stop buying leads your team cannot use](https://kyleguilfoyle.com/curriculum/#lesson-05.14) - [Find out whether the ad changed the result](https://kyleguilfoyle.com/curriculum/#lesson-06.15) - [Catch tracking errors before they guide your budget](https://kyleguilfoyle.com/curriculum/#lesson-06.16) - [Find leads worth your team’s time](https://kyleguilfoyle.com/curriculum/#lesson-05.06) ### Answer the question that blocks a commercial quote Situation: A kitchen buyer needs to compare extraction requirements before asking suppliers for proposals. Outcome: Become a credible source during the real buying process. Mechanism: Specific, verifiable answers help both the first visitor and the technical reviewer. Example: A fictional comparison page includes dimensions, conditions and questions to ask an engineer. It does not promise a design without a site assessment. Exercise: Draft one answer page and its proof requirements. Identify who must review it. Test search and AI visibility separately from qualified quote requests. Ai: Use AI to find unanswered questions in anonymized enquiries. Engineers must approve technical answers and their limits. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Help buyers find the answer that leads to you](https://kyleguilfoyle.com/curriculum/#lesson-05.15) - [Earn trust before someone asks for a quote](https://kyleguilfoyle.com/curriculum/#lesson-05.17) - [Test AI visibility without chasing magic tricks](https://kyleguilfoyle.com/curriculum/#lesson-05.18) - [Win over the person who can quietly block the sale](https://kyleguilfoyle.com/curriculum/#lesson-01.06) ### Keep the project moving between sales calls Situation: A commercial kitchen project takes months and several reviewers. Generic newsletters do not answer the next decision. Outcome: Send the document that helps the buyer take the next agreed step. Mechanism: A message tied to an open decision is more useful than a calendar-driven nudge. Example: A fictional buyer receives an approved site checklist before an assessment. After booking, reminders to book stop. Exercise: Map the quote process. Write two messages for different stages, with permission and who runs it. State when it stops. Measure completed next steps and qualified projects. Ai: Summarize the agreed next step from permissioned notes. A salesperson checks it before any message is sent. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Build a list people meant to join](https://kyleguilfoyle.com/curriculum/#lesson-07.11) - [Send the message that fits what just happened](https://kyleguilfoyle.com/curriculum/#lesson-07.12) - [Measure the sale behind the open rate](https://kyleguilfoyle.com/curriculum/#lesson-06.17) - [Leave the meeting with a next step both sides own](https://kyleguilfoyle.com/curriculum/#lesson-13.19) ### Sell the kitchen project all the reviewers can accept Situation: A fictional $40M kitchen builder sells a project involving an owner, chef, finance lead and technical reviewers. Outcome: Win a suitable project with agreed scope and evidence. Agree who delivers each part. Mechanism: Each reviewer needs different proof; a buyer-friendly proposal carries that proof into internal discussions. Example: The chef wants workflow improvement. Finance needs a defensible cost range. Delivery needs site access and realistic dates. Exercise: Map the buying group, run discovery and prepare a short proposal. Include qualification, assumptions, next decision, acceptance test and delivery handoff. Ai: Use AI as a buying-group simulator. It must reveal concerns through discovery, not hand you the answers at the start. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Spot the deal that will cost you more than it pays](https://kyleguilfoyle.com/curriculum/#lesson-13.12) - [Give the right buyer a reason to reply](https://kyleguilfoyle.com/curriculum/#lesson-13.13) - [Find the problem hiding behind the request](https://kyleguilfoyle.com/curriculum/#lesson-13.14) - [Help your contact bring the other decision-makers with them](https://kyleguilfoyle.com/curriculum/#lesson-13.15) - [Build a business case your buyer can defend](https://kyleguilfoyle.com/curriculum/#lesson-13.16) - [Show the change the buyer is actually buying](https://kyleguilfoyle.com/curriculum/#lesson-13.17) - [Find what “too expensive” actually means](https://kyleguilfoyle.com/curriculum/#lesson-13.18) - [Leave the meeting with a next step both sides own](https://kyleguilfoyle.com/curriculum/#lesson-13.19) - [Build a pipeline you can believe](https://kyleguilfoyle.com/curriculum/#lesson-13.20) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) - [Win over the person who can quietly block the sale](https://kyleguilfoyle.com/curriculum/#lesson-01.06) - [Get the founder out of decisions the team can make](https://kyleguilfoyle.com/curriculum/#lesson-15.03) ### Find where a good enquiry becomes wasted work Situation: A larger business has enough demand but keeps asking the owner to approve routine delivery decisions. Outcome: Remove a repeat bottleneck without delegating away important judgement. Mechanism: A clear decision rule and exception path can reduce owner dependence. Example: A fictional estimator waits two days for routine pricing approval. A bounded pricing rule could speed suitable quotes while preserving review of unusual work. Exercise: Map one enquiry to delivery. Identify waiting and rework. Check whether anyone owns the next step. Propose a reversible decision rule and measure accepted work, margin and exceptions. Ai: Build a draft triage tool with AI. Keep unusual cases visible and compare its suggestions with expert decisions before automation. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) - [Get the founder out of decisions the team can make](https://kyleguilfoyle.com/curriculum/#lesson-15.03) - [Share decisions without losing track of responsibility](https://kyleguilfoyle.com/curriculum/#lesson-15.10) - [Find leads worth your team’s time](https://kyleguilfoyle.com/curriculum/#lesson-05.06) - [Win over the person who can quietly block the sale](https://kyleguilfoyle.com/curriculum/#lesson-01.06) ### Build a quote follow-up service Situation: A larger business loses time between a suitable enquiry and an agreed next step. Outcome: Build a service that can be operated and improved by someone else. Mechanism: Clear boundaries, measured delivery effort and visible exceptions make repetition possible. Example: Fictional project suggestion. Install it inside a business, or package it for a buyer. In the second case, include selling and support costs, including maintenance. Exercise: Map quote ownership and waiting time. Define a standard follow-up service and exceptions. Define a test for accepting the work. Measure response speed alongside qualified outcomes. Ai: Use AI to draft the delivery map and generate awkward test cases. Keep human review for promises and permission. Keep a person available for unusual customer situations. Limits: A project hypothesis, not a proven result. Record concept, prototype evidence separately from results in use. Distinguish one test from successful replication. - [Package the problem people keep paying to solve](https://kyleguilfoyle.com/curriculum/#lesson-03.11) - [Attract customers you can actually make successful](https://kyleguilfoyle.com/curriculum/#lesson-03.10) - [Write a promise people can believe and you can deliver](https://kyleguilfoyle.com/curriculum/#lesson-03.03) - [Keep the useful choices without rebuilding the service](https://kyleguilfoyle.com/curriculum/#lesson-03.12) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) - [Price the work that continues after installation](https://kyleguilfoyle.com/curriculum/#lesson-14.21) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) - [Sell a pilot that answers the risky question](https://kyleguilfoyle.com/curriculum/#lesson-13.22) - [Find the missing handoff before a customer does](https://kyleguilfoyle.com/curriculum/#lesson-15.13) - [Find out whether automation saves time or just moves it](https://kyleguilfoyle.com/curriculum/#lesson-10.07) - [Know when a checklist will beat an AI agent](https://kyleguilfoyle.com/curriculum/#lesson-10.03) - [Discover the failure before your customer does](https://kyleguilfoyle.com/curriculum/#lesson-11.06) - [Build a system someone else can repair](https://kyleguilfoyle.com/curriculum/#lesson-11.10) - [Test whether the service runs when you stop pushing](https://kyleguilfoyle.com/curriculum/#lesson-15.14) - [Make a dashboard lead to a decision](https://kyleguilfoyle.com/curriculum/#lesson-15.05) - [Use one awkward example to fix a whole class of mistakes](https://kyleguilfoyle.com/curriculum/#lesson-10.05) - [Combine useful tools without building a fragile chain](https://kyleguilfoyle.com/curriculum/#lesson-10.11) - [Write a case study people can use without copying blindly](https://kyleguilfoyle.com/curriculum/#lesson-18.08) ## Holding company An owner overseeing several businesses with their own operators. Put attention and resources where they help most, without taking every decision away from operators. Study operating decisions and portfolio learning. These are exploratory audiences, not proven customer profiles. - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) - [Share decisions without losing track of responsibility](https://kyleguilfoyle.com/curriculum/#lesson-15.10) - [Find revenue hiding in something you already own](https://kyleguilfoyle.com/curriculum/#lesson-14.01) ### Compare acquisition without hiding bad economics Situation: A holding company sees two subsidiaries reporting the same ad return, but their delivery margins differ. Outcome: Allocate an experiment budget using comparable customer economics. Mechanism: Revenue-based reports can conceal differences in contribution, cash delay and delivery capacity. Example: In this fictional case, Company A keeps $20 from a $100 order after delivery; B keeps $60. The same $30 acquisition cost has very different consequences. Exercise: Build a comparison with contribution, sales delay and capacity for each business. Ask operators to propose their own stop rules. Decide what to share centrally and what must remain local. Ai: Build a common report with AI, but keep definitions and raw reconciliations visible. Do not pool incomparable outcomes. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Set a bid limit your margins can survive](https://kyleguilfoyle.com/curriculum/#lesson-05.13) - [Teach your ad account which leads became customers](https://kyleguilfoyle.com/curriculum/#lesson-06.14) - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) - [Find revenue hiding in something you already own](https://kyleguilfoyle.com/curriculum/#lesson-14.01) ### Share a learning without copying the whole campaign Situation: A successful demonstration ad from one subsidiary is proposed for five very different businesses. Outcome: Help other operators test the useful idea without assuming the same result. Mechanism: A creative mechanism may travel; the audience or product may differ. Check the economics again. Example: The fictional original ad answers “will it fit?” A second company sells a service, where “will my team use it?” may be the relevant doubt. Exercise: Write a transfer memo: original buyer doubt, proof, measured outcome and a new test for one company. Specify what would make the transfer fail. Ai: Have AI compare creative briefs across businesses. Require operator review before treating similar wording as similar customer needs. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Give your next ad a different reason to win](https://kyleguilfoyle.com/curriculum/#lesson-04.24) - [Find out whether the ad changed the result](https://kyleguilfoyle.com/curriculum/#lesson-06.15) - [Catch tracking errors before they guide your budget](https://kyleguilfoyle.com/curriculum/#lesson-06.16) - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) ### Centralize the checklist, keep the expertise local Situation: A holding company wants one content process across several specialist businesses. Outcome: Share useful infrastructure without flattening the expertise customers need. Mechanism: Technical checks can be shared; credible answers often require the operator’s own evidence. Example: A fictional group shares an indexing audit template while each business supplies its own specifications and relevant cases. Answer the buyer’s questions. Exercise: Divide work into central checks and company-owned expertise. Pick one answer page per business. Compare qualified outcomes rather than total traffic. Ai: Automate crawl and broken-link summaries. Keep human owners for factual claims and publication decisions. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Help buyers find the answer that leads to you](https://kyleguilfoyle.com/curriculum/#lesson-05.15) - [Earn trust before someone asks for a quote](https://kyleguilfoyle.com/curriculum/#lesson-05.17) - [Test AI visibility without chasing magic tricks](https://kyleguilfoyle.com/curriculum/#lesson-05.18) - [Share decisions without losing track of responsibility](https://kyleguilfoyle.com/curriculum/#lesson-15.10) ### Share the sending standards, not everybody’s contacts Situation: A holding company wants subsidiaries to benefit from better email operations. Outcome: Improve reliability while keeping customer expectations and company responsibilities clear. Mechanism: Shared authentication and review standards do not create permission to cross-market between businesses. Example: A fictional subscriber joined a restaurant list, not a portfolio-wide list. Their address stays within that promise. Exercise: Write a shared sender checklist and a company-specific permission map. Design one lifecycle test with clear ownership and complaint handling. Ai: Use AI to review drafts for missing context. Keep permission checks and suppression outside model judgement. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Build a list people meant to join](https://kyleguilfoyle.com/curriculum/#lesson-07.11) - [Send the message that fits what just happened](https://kyleguilfoyle.com/curriculum/#lesson-07.12) - [Measure the sale behind the open rate](https://kyleguilfoyle.com/curriculum/#lesson-06.17) - [Share decisions without losing track of responsibility](https://kyleguilfoyle.com/curriculum/#lesson-15.10) ### Earn agreement without taking over the operator’s job Situation: A holding-company owner considers a shared improvement service. Subsidiary operators worry about losing autonomy. Outcome: Agree on a useful intervention with clear decision rights and an exit path. Mechanism: The buyer’s goals and the operator’s daily responsibilities both shape whether an intervention gets used. Example: A fictional pilot gives the operator control over local execution while the group provides reporting support and a bounded budget. Exercise: Qualify one intervention. Interview owner and operator, agree on success evidence and define who may stop or change the work. Ai: Ask AI to challenge the intervention from the operator’s perspective. Verify the concerns with a real person before recommending change. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Spot the deal that will cost you more than it pays](https://kyleguilfoyle.com/curriculum/#lesson-13.12) - [Give the right buyer a reason to reply](https://kyleguilfoyle.com/curriculum/#lesson-13.13) - [Find the problem hiding behind the request](https://kyleguilfoyle.com/curriculum/#lesson-13.14) - [Help your contact bring the other decision-makers with them](https://kyleguilfoyle.com/curriculum/#lesson-13.15) - [Build a business case your buyer can defend](https://kyleguilfoyle.com/curriculum/#lesson-13.16) - [Show the change the buyer is actually buying](https://kyleguilfoyle.com/curriculum/#lesson-13.17) - [Find what “too expensive” actually means](https://kyleguilfoyle.com/curriculum/#lesson-13.18) - [Leave the meeting with a next step both sides own](https://kyleguilfoyle.com/curriculum/#lesson-13.19) - [Build a pipeline you can believe](https://kyleguilfoyle.com/curriculum/#lesson-13.20) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) - [Share decisions without losing track of responsibility](https://kyleguilfoyle.com/curriculum/#lesson-15.10) - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) ### Choose which business deserves the next hour Situation: A holding-company owner has requests for help from three operators, each claiming urgency. Outcome: Allocate attention and a bounded experiment budget to the most useful intervention. Mechanism: The size of a complaint does not establish the size of the constraint. Example: A fictional business needs a basic reporting fix, another needs delivery capacity, and a third needs no central intervention. The same playbook would waste effort. Exercise: Write a one-page diagnosis for each business. Name evidence and uncertainty. Name who owns the decision. Choose a small test you can reverse. Explain what remains operator-owned and what learning could help the portfolio. Ai: Use AI to compare operating memos and flag missing evidence. Allocation remains a judgement supported by verified records. Limits: Fictional teaching case. These figures and outcomes are not Kyle’s results or evidence that a channel will work for this business. Test the assumption named in the exercise. - [Find the one limit that keeps more effort from paying off](https://kyleguilfoyle.com/curriculum/#lesson-09.01) - [Free your best work from the projects crowding it out](https://kyleguilfoyle.com/curriculum/#lesson-09.03) - [Find revenue hiding in something you already own](https://kyleguilfoyle.com/curriculum/#lesson-14.01) - [Get the founder out of decisions the team can make](https://kyleguilfoyle.com/curriculum/#lesson-15.03) - [Share decisions without losing track of responsibility](https://kyleguilfoyle.com/curriculum/#lesson-15.10) ### Transfer a useful process without copying its assumptions Situation: A holding company wants to reuse a working operating process in a second business. Outcome: Build a service that can be operated and improved by someone else. Mechanism: Clear boundaries, measured delivery effort and visible exceptions make repetition possible. Example: Fictional project suggestion. Install it inside a business, or package it for a buyer. In the second case, include selling and support costs, including maintenance. Exercise: Document the first process as a machine card. Compare prerequisites in a second fictional business, adapt the differences and design a separate test. Ai: Use AI to draft the delivery map and generate awkward test cases. Keep human review for promises and permission. Keep a person available for unusual customer situations. Limits: A project hypothesis, not a proven result. Record concept, prototype evidence separately from results in use. Distinguish one test from successful replication. - [Package the problem people keep paying to solve](https://kyleguilfoyle.com/curriculum/#lesson-03.11) - [Attract customers you can actually make successful](https://kyleguilfoyle.com/curriculum/#lesson-03.10) - [Write a promise people can believe and you can deliver](https://kyleguilfoyle.com/curriculum/#lesson-03.03) - [Keep the useful choices without rebuilding the service](https://kyleguilfoyle.com/curriculum/#lesson-03.12) - [Sell a promise your delivery team can keep](https://kyleguilfoyle.com/curriculum/#lesson-13.21) - [Price the work that continues after installation](https://kyleguilfoyle.com/curriculum/#lesson-14.21) - [Find your real capacity before promising more](https://kyleguilfoyle.com/curriculum/#lesson-15.02) - [Sell a pilot that answers the risky question](https://kyleguilfoyle.com/curriculum/#lesson-13.22) - [Find the missing handoff before a customer does](https://kyleguilfoyle.com/curriculum/#lesson-15.13) - [Find out whether automation saves time or just moves it](https://kyleguilfoyle.com/curriculum/#lesson-10.07) - [Know when a checklist will beat an AI agent](https://kyleguilfoyle.com/curriculum/#lesson-10.03) - [Discover the failure before your customer does](https://kyleguilfoyle.com/curriculum/#lesson-11.06) - [Build a system someone else can repair](https://kyleguilfoyle.com/curriculum/#lesson-11.10) - [Test whether the service runs when you stop pushing](https://kyleguilfoyle.com/curriculum/#lesson-15.14) - [Make a dashboard lead to a decision](https://kyleguilfoyle.com/curriculum/#lesson-15.05) - [Use one awkward example to fix a whole class of mistakes](https://kyleguilfoyle.com/curriculum/#lesson-10.05) - [Combine useful tools without building a fragile chain](https://kyleguilfoyle.com/curriculum/#lesson-10.11) - [Write a case study people can use without copying blindly](https://kyleguilfoyle.com/curriculum/#lesson-18.08) ## The Century of the Self What is this business really selling beyond the thing it sells? Watch one episode per study session. Use these questions while watching, then test one claim. The film is an argument to examine, not a textbook to accept. The catalogue lists the 2002 series and its four episodes. DocsOnline lists premium access. Playback and availability in your country are not verified. Use a licensed provider or library copy; allow roughly an hour per episode within your study time. [Find the four-part series in a library catalogue](https://openlibrary.org/books/OL47077359M/The_century_of_the_self) [DocsOnline: episode one listing](https://www.docsonline.tv/century-of-self-happiness-machines/) ### Happiness Machines Question: When does an object become a promise about who you are? Mechanism: Look for a product tied to identity or belonging. Name the association separately from the product’s useful job. Evidence: Record one archive clip or quoted document. Then write the larger conclusion Curtis draws from it. Does that item establish the conclusion? Check: Choose a Bernays campaign mentioned in the film. Find a contemporary account or campaign document. Does it support the claimed effect, or only show the campaign happened? Application: For a restaurant group, compare selling a meal with selling a place to celebrate. Ask actual customers what brought them there before changing the message. Teach: Explain one symbolic promise in 60 seconds. Give an alternative explanation for why people bought. [Library of Congress: Edward L. Bernays papers](https://www.loc.gov/item/mm78012534/) - [Find the moment a customer starts wanting what you sell](https://kyleguilfoyle.com/curriculum/#lesson-01.01) - [Keep a great story from teaching you the wrong lesson](https://kyleguilfoyle.com/curriculum/#lesson-02.10) - [Give your next ad a different reason to win](https://kyleguilfoyle.com/curriculum/#lesson-04.24) ### The Engineering of Consent Question: Who gets to decide what the customer really wants? Mechanism: Watch for claims that an expert can uncover motives people cannot describe. Separate a useful hypothesis from a claim to know another person’s mind. Evidence: Write down one expert claim and what is offered as support. Was it an experiment, a recollection, a sales pitch or the narrator’s interpretation? Check: Choose one psychological claim. Compare its original wording with the film’s version. A historical archive shows what someone believed; it does not make that belief true. Application: For an established equipment business, interview a buyer about a recent decision. Compare the stated reason with the timeline and tradeoffs. Do not diagnose hidden motives from one answer. Teach: Explain how research can reveal a useful doubt without granting the researcher mind-reading powers. [Library of Congress: Sigmund Freud papers](https://www.loc.gov/collections/sigmund-freud-papers/about-this-collection/) - [Find the expensive problem hiding in a customer’s routine](https://kyleguilfoyle.com/curriculum/#lesson-01.04) - [Find the problem hiding behind the request](https://kyleguilfoyle.com/curriculum/#lesson-13.14) - [Borrow credibility that actually earns trust](https://kyleguilfoyle.com/curriculum/#lesson-02.02) ### There Is a Policeman Inside All Our Heads; He Must Be Destroyed Question: Can a promise of individuality become another way to sell the same thing? Mechanism: Look for the point where self-expression becomes a market category. A segment can help choose a message while still hiding important differences between people. Evidence: Note an interview about personal change. Then note how editing links it to a commercial trend. What evidence would be needed to show one caused the other? Check: Choose a named research method or business in the episode. Locate its own contemporary description. Compare what it measured with what the film says it explained. Application: For a holding company, compare two businesses serving a similar customer label. Find a buying situation that makes their customers’ needs different. Teach: Explain why two customers in the same category may need different offers. Say what evidence would change your mind. [Series catalogue and episode information](https://openlibrary.org/books/OL47077359M/The_century_of_the_self) - [Write a promise people can believe and you can deliver](https://kyleguilfoyle.com/curriculum/#lesson-03.03) - [Stop buying leads your team cannot use](https://kyleguilfoyle.com/curriculum/#lesson-05.14) - [Choose a project that answers a question worth knowing](https://kyleguilfoyle.com/curriculum/#lesson-12.01) ### Eight People Sipping Wine in Kettering Question: What disappears when a focus group becomes the whole picture? Mechanism: Watch how private reactions become claims about a population. Separate learning why an answer occurs from measuring how common it is. Evidence: Choose a sequence where music, narration or juxtaposed clips makes a conclusion feel obvious. Describe the sequence without its soundtrack. What claim still stands? Check: Pick a poll or campaign claim named in the film. Seek the original question, sample and date. Check whether the film’s conclusion follows from those records. Application: For any of the three business paths, use interviews to suggest an explanation, then choose a separate way to test how widespread it is. Teach: Answer the central question for one business. Separate product function, symbolic promise, observed evidence and your interpretation. Name one limit. [Series catalogue and episode information](https://openlibrary.org/books/OL47077359M/The_century_of_the_self) - [Turn customer stories into a decision you can make](https://kyleguilfoyle.com/curriculum/#lesson-01.10) - [Tell real growth from sales that were already coming](https://kyleguilfoyle.com/curriculum/#lesson-06.01) - [Write a case study people can use without copying blindly](https://kyleguilfoyle.com/curriculum/#lesson-18.08) ## Build one useful system Choose one buyer and problem. Map the steps and decisions, build a small version, record what happens, then write a machine card another person can use. The project planner stores private goals and notes in your browser. Export and import move them between devices. [Open the project planner](https://kyleguilfoyle.com/curriculum/#projects) [Practise a sales conversation](https://kyleguilfoyle.com/curriculum/#sales-practice)