Marketing Atlas · reference layer
The concepts.
Every concept the Stan Consulting diagnostic relies on. Named, defined, linked back to where it operates.
4 Cs Customer Mix.
Customer need. Cost to customer. Convenience. Communication. Robert Lauterborn rewrote the 4 Ps in 1990 from the buyer's side because the supply-side mix kept producing offers buyers did not want
Read →4 Ps Marketing Mix.
Kotler's four levers. The marketing mix every team thinks they know and most teams underuse. Why the 4 Ps still decide whether a product is sellable, and the four reads inside each P.
Read →7 Ps Marketing Mix.
Booms and Bitner extended McCarthy's 4 Ps for service businesses by adding People, Process, and Physical Evidence. Three extra levers that decide whether a service offering converts. Definition,
Read →Ad Account Access.
Ad account access is the set of platform accesses (Google Ads, Meta Business Manager, GA4, Shopify) that determine whether the operator can audit the work the agency is doing on their behalf. The most
Read →Agency Reporting Cadence.
Agency reporting cadence is the frequency, format, and decision-orientation of an agency's client-facing reports. The structural mismatch between monthly reporting cadence and weekly market shift
Read →AI Citation.
AI Citation is the act of an AI search engine including a brand or source as evidence in its answer. The new equivalent of a backlink, with different mechanics and a different audience. Definition, me
Read →AI Replaces the SEO Funnel.
AI search engines are replacing the SEO top-of-funnel that B2B SaaS and DTC brands have relied on for a decade. The new funnel is shorter, smaller, and decided before any click. Definition, mechanism,
Read →AI Search Optimization.
AI Search Optimization is the set of practices that determine whether AI search engines cite a brand when answering a query in its category. The category-defining marketing surface from 2024 forward.
Read →AIDA Architecture.
Attention. Interest. Desire. Action. In 1898 a man named Elias Lewis named the four moves every buyer makes. Most marketing teams still ignore him and wonder why their pages do not convert.
Read →AIDA for AI Citation.
Attention, Interest, Desire, Action still describes the buyer's decision sequence in AI search. The page-to-page routing changes. The four-piece architecture (atlas, pains, solutions, answers) ma
Read →Anxiety-Driven Buyer Vocabulary.
Buyers in pressure type panic-shaped queries, not category-shaped ones. Emergency, safety, trust-needed buyers convert at high rates and AI engines cite pages that match the panic vocabulary.
Read →Brand Flattening by Marketplace.
When a DTC brand sells on Amazon, Faire, or a marketplace aggregator, the marketplace flattens the brand into a price-and-features line. The mechanism, the consequence, and what the brand has to do of
Read →Buyer Language vs Category Language.
Companies that write in category-language miss the buyer's actual search vocabulary. Companies that write in buyer-language earn citation before competitors notice. The distinction, the test, and
Read →Buyer-Thinking Gate.
Five questions every commercial page must answer yes to or the page is not built for a real operator. Codified from SC's buyer-thinking canon. If any one is no, the page is wrong regardless of ho
Read →Callback Rate Economics.
Callback rate economics is the dollar value of a contractor's callback rate. The math behind why 27% miss rates equal six-figure annual losses. Definition, mechanism, common misunderstandings, di
Read →Color Psychology in Conversion.
Color has been treated as wallpaper for forty years. The brand that made $4B last year picked its red on purpose. Why hue carries trust, urgency, and authority signals the buyer reads before they read
Read →Comparison Shopping AI.
AI engines now do the comparison work ecommerce buyers used to do across product pages. Shopify and DTC brands cited inside the AI comparison enter the consideration set; brands skipped disappear. How
Read →Contractor Lead Grading.
Contractor Lead Grading is the set of criteria a contractor applies (or fails to apply) to incoming leads to predict whether they will close. The cultural pattern most operators inherit and never audi
Read →Local Pack.
The Local Pack is the top 3 Google Maps results that appear above the organic list. The battlefield where 93% of local-search inquiry volume gets won or lost. Definition, mechanism, common misundersta
Read →Contractor PPC Economics.
Contractor PPC Economics is the unit economics of contractor pay-per-click advertising. The math most contractors never run before authorising the budget.
Read →Data-Driven Attribution.
Data-driven attribution is Google's machine-learning attribution model that assigns fractional conversion credit across touchpoints based on observed contribution. The default GA4 model since 202
Read →Dual-Layer Marketing Strategy.
SEO vs AI citation. Paid vs organic. Standard Shopping vs Performance Max. Fractional CMO vs install consultant. Modern marketing comparisons that look like either-or are usually two-layer decisions w
Read →Entity Clarity.
Entity Clarity is the disambiguation work that lets an AI search engine confidently identify a brand as the same entity across mentions, pages, and sources. The structural input AI search optimization
Read →Faces In Ads Principle.
The behavioral finding that ads with human faces outperform ads without across CTR, recall, and conversion. The mechanic, the data, and the AI-generated-face frontier that is rewriting the discipline
Read →Find-Hot-Topics Methodology.
AI citation is not earned by keyword research. It is earned by reading what real buyers actually type at 11pm and inserting structured content into those exact citation surfaces. The five-step methodo
Read →Fogg Behavior Model.
B.J. Fogg's behavior model. Behavior occurs when three elements converge: Motivation, Ability, and a Prompt. The model that decides whether a buyer clicks, buys, or scrolls past.
Read →GA4 Attribution.
GA4 attribution is Google Analytics 4's system for assigning credit to marketing channels for conversions. The default attribution surface most operators read first and trust most. Definition, me
Read →Google Business Profile.
Google Business Profile is Google's free business listing that controls map-pack visibility, review aggregation, and category-driven local search. The most-misconfigured surface in contractor mar
Read →Google to AI Search Shift.
Between November 2022 and late 2024 the way buyers ask the internet a question changed. The timeline, the trigger, the data, and what the shift means for any local business whose pipeline lived inside
Read →How AI Builds Its Data.
AI does not think. It retrieves. The mechanics of how a chat answer assembles itself, why some businesses get cited and others get filtered, and the second-brain principle that decides whose website b
Read →Hub-Spoke Architecture.
When the buyer arrives at a site with one hub and many spokes, the ranking compounds. When the buyer arrives at a site with five hubs each fighting for authority, the ranking dilutes. The structural r
Read →Incrementality.
Incrementality is the actual lift a marketing channel produces above what would have happened without it. The attribution measure that survives platform-reporting bias and accidental over-counting. De
Read →Lead Quality Score.
Lead Quality Score is the 0-100 measure of whether an incoming contractor lead is worth quoting, working, or routing to voicemail. The diagnostic surface most contractors do not have. Definition, mech
Read →llms.txt.
llms.txt is the plain-text file at the root of a domain that tells AI crawlers what the site is, who runs it, what it does, and which pages matter most. The robots.txt of the AI search era. Definition
Read →Local Services Ads.
Local Services Ads is Google's pay-per-lead ad product for home-service contractors. The dispute-deprecated lead-credit system that has shifted contractor-Google economics since 2024.
Read →Marketing Leader Scaling.
When the marketing leader is buried in execution and cannot scale output, the issue is structural, not effort-based. The pattern, the diagnostic, and what changes when the leader operates above the wo
Read →Maslow Hierarchyof Needs.
Abraham Maslow's 1943 hierarchy of human needs. Physiological, safety, belonging, esteem, self-actualization. Marketing teams that read where the buyer sits on the hierarchy write messaging that
Read →MER and CAC.
MER (Marketing Efficiency Ratio) and CAC (Customer Acquisition Cost) are the operator-side metrics that survive attribution disputes. Definition, mechanism, common misunderstandings, diagnostic questi
Read →Mere Exposure Theory.
Zajonc's 1968 finding that people develop a preference for things merely because they are familiar with them. The psychological foundation of brand awareness, frequency advertising, and retargeti
Read →Operating-Model Fit.
Shopify vs WooCommerce. Klaviyo vs Mailchimp. Fractional CMO vs in-house. Most tool-and-platform decisions are decided by the buyer's operating model (team capacity, technical depth, budget shape
Read →Operator-Log Credibility.
The universal theory underneath the /notes/ + /learn/ hubs. Timestamped operator commentary (notes) plus DIY tutorials (learn) build buyer trust faster than thought-leadership posts. Real events plus
Read →Portfolio Marketing Readiness.
Family-office principals and operating partners read marketing inside portfolio companies the way an auditor reads books. The pattern of weak spots is consistent; the diagnostic is one page. What an L
Read →Price Anchoring for Trades.
Price anchoring for trades is the structural defence against price-shopping in trades pricing. The technique that lets a contractor command $4,800 against a competitor's $3,200 without losing the
Read →Professional Services AI Referral Erosion.
Lawyers, accountants, advisors, and consultants built practices on referral pipelines that took 20 years to build. AI is rerouting the introduction conversation away from referrals into category-searc
Read →Quote-to-Close Rate.
Quote-to-Close Rate is the percentage of contractor quotes that become signed jobs. The metric most contractors stop measuring after they realise where it actually lands. Definition, mechanism, common
Read →Retainer Structure.
Retainer structure is the contract structure of a marketing agency engagement: monthly fee, scope of work, deliverables, reporting cadence, termination rights. The document that determines whether the
Read →ROAS Reporting.
ROAS reporting is Return on Ad Spend (ad-attributed revenue / ad spend) as the headline number on agency reports. The metric that hides waste behind a clean ratio. Definition, mechanism, common misund
Read →Sales Funnel Stages.
The funnel did not die. It got faster, narrower, and more brutal. Top of funnel, middle of funnel, bottom of funnel, decoded into the page geography and the buyer behavior that lives in each.
Read →Schema for AI.
Schema for AI is the schema.org JSON-LD markup decisions that improve AI search engine understanding of a page's entity, content, and authority. The same schema as SEO, applied with different pri
Read →Speed to Lead.
Speed to Lead is the elapsed time between a lead arriving and the contractor responding. The single highest-yield operating metric in the contractor sales motion.
Read →Supply And Demand.
The foundational economic principle that sets the pricing window for every offer. When demand exceeds supply, prices rise. When supply exceeds demand, prices fall. The marketing teams that ignore the
Read →Text Formatting Psychology.
Line length, white space, hierarchy, paragraph rhythm. The page that gets these right gets read. The page that gets them wrong gets scrolled. Why typography is the load-bearing element conversion team
Read →Trust Shift from Reviews to AI Citations.
For twenty years the local business decision was driven by review count and star rating. A new layer arrived on top. The AI suggestion now precedes the review read, and the brands the AI names are the
Read →Typographic Theater.
Tom Peters wrote Re-Imagine in 2003 with a typographic system every business book before it had been afraid to try. Twenty years later, the pages that sell still use his devices. Display moments, marg
Read →Unique Value Proposition.
The timeless requirement that every offer answers three questions in one sentence. What is the offer. Why does it matter. Who is it for. Without a UVP the offer competes on price.
Read →UTM Loss.
UTM loss is the set of failure modes by which UTM parameters get stripped, dropped, or lost between ad click and conversion event. The most-mundane attribution failure and the most-common one. Definit
Read →Vanity Metrics.
Vanity metrics are marketing numbers that signal effort or activity but do not predict commercial outcomes. The most-reported, least-decisive numbers in agency monthly decks. Definition, mechanism, co
Read →Website conversion diagnostic. The discipline before the rebuild.
A website conversion diagnostic is a written outside review of why a site that looks fine is not producing enough calls, quotes, bookings, or sales. The discipline, the nine leak categories, where it
Read →White-Label Diagnostic.
Mid-market agencies win the tactical retainer and lose the strategic seat to the consulting layer above them. A white-label diagnostic engagement closes that gap without reorganizing the agency. The m
Read →