Marketing Atlas · reference layer
The concepts.
Every concept the Stan Consulting marketing services relies on. Named, defined, linked back to where it operates.
4 Cs Customer Mix.
Customer need. Cost to customer. Convenience. Communication.
Open →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 checks inside each P.
Open →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.
Open →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.
Open →Agency Tracking Cadence.
Agency tracking cadence is the frequency, format, and decision-orientation of an agency's client-facing numbers.
Open →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.
Open →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.
Open →AI Search Optimization.
AI Search Optimization is a label for reviewing generated answers, visible sources, public facts, accessible pages, referrals, and qualified outcomes. Provider behavior varies and no practice guarantees citation.
Open →Anxiety-Driven Buyer Vocabulary.
Buyers may use situation language or category language under pressure. Record the wording from real sources, then test comprehension, search results, generated answers, referrals, and qualified outcomes without assuming conversion or citation.
Open →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.
Open →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.
Open →Buyer-Thinking Gate.
Five questions every commercial page must answer yes to or the page is not built for a real operator. Codified from Stan Consulting's buyer-thinking canon.
Open →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.
Open →Color Psychology in Conversion.
Review color as a usability, accessibility, brand-consistency, and testable page-design decision.
Open →Color Contrast Trust System.
The color, contrast, CTA, form-state, and CSS-token system that tells a buyer what is safe to assess, trust, click, correct, and finish.
Open →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.
Open →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.
Open →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.
Open →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.
Open →Data-Driven Attribution.
Data-driven attribution is Google's machine-learning attribution model that assigns fractional conversion credit across touchpoints based on observed contribution.
Open →Dual-Layer Marketing Strategy.
SEO vs AI citation. Paid vs organic. Standard Shopping vs Performance Max. Fractional CMO vs install consultant.
Open →Effort-Return Fit.
marketing activity earns more resources only when it has a return path, a stuck-layer diagnosis, evidence standard, and decision window.
Open →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.
Open →Faces In Ads Principle.
The behavioral finding that ads with human faces outperform ads without across CTR, recall, and conversion.
Open →Find-Hot-Topics Methodology.
Document real buyer questions, their sources, and their timing; use them to shape useful content and a repeatable prompt set. No topic method guarantees citation.
Open →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.
Open →GA4 Attribution.
GA4 attribution is Google Analytics 4's system for assigning credit to marketing channels for conversions. The default attribution surface most operators start first and trust most.
Open →Google Business Profile.
Google Business Profile is Google's free business listing that controls map-pack visibility, review aggregation, and category-driven local search.
Open →Google to AI Search Shift.
Between November 2022 and late 2024 the way buyers ask the internet a question changed.
Open →How AI Builds Its Data.
AI does not think. It retrieves.
Open →Hub-Spoke Architecture.
When the buyer arrives at a site with one overview and many spokes, the ranking compounds. When the buyer arrives at a site with five overviews each fighting for authority, the ranking dilutes.
Open →Incrementality.
Incrementality is the actual lift a marketing channel produces above what would have happened without it. The attribution measure that survives platform-tracking bias and accidental over-counting.
Open →Lead Quality Score.
Lead Quality Score is the 0-100 measure of whether an incoming contractor lead is worth quoting, pursuing, or routing to voicemail. The lead-qualification measure most contractors do not have.
Open →llms.txt.
llms.txt is a proposed plain-text resource list at a domain root. It is voluntary and separate from robots.txt.
Open →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.
Open →Marketing Leader Scaling.
When the marketing leader is buried in execution and cannot scale output, the issue is structural, not effort-based.
Open →Maslow's Hierarchy of Needs.
Abraham Maslow's 1943 hierarchy of human needs. Physiological, safety, belonging, esteem, self-actualization.
Open →MER and CAC.
MER (Marketing Efficiency Ratio) and CAC (Customer Acquisition Cost) are the operator-side metrics that survive attribution disputes.
Open →Mere Exposure Theory.
Zajonc's 1968 finding that people develop a preference for things merely because they are familiar with them.
Open →Operating-Model Fit.
Shopify vs WooCommerce. Klaviyo vs Mailchimp. Fractional CMO vs in-house.
Open →Operator-Log Credibility.
The universal theory underneath the /notes/ + /learn/ overviews. Timestamped operator commentary (notes) plus do it yourself guides (learn) build buyer trust faster than thought-leadership posts.
Open →Portfolio Marketing Preparedness.
Family-office principals and marketing partners assess marketing inside portfolio companies the way an auditor checks books. The pattern of weak spots is consistent; the marketing review is one page.
Open →Price Anchoring for Trades.
Price anchoring for trades is the structural defence against price-shopping in trades pricing.
Open →Professional Services AI Referral Erosion.
Lawyers, accountants, advisors, and consultants built practices on referral pipelines that took 20 years to build.
Open →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.
Open →Retainer Structure.
Retainer structure is the contract structure of a marketing agency engagement: monthly fee, scope of work, deliverables, tracking cadence, termination rights.
Open →ROAS Tracking.
ROAS tracking is Return on Ad Spend (ad-attributed revenue divided by ad spend) as a headline ratio in agency reports. The metric that hides waste behind a clean ratio.
Open →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.
Open →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.
Open →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.
Open →Story Message Market Fit.
The match between buyer problem, business narrative, proof, offer, page sequence, and the promise made before the click.
Open →Message coherence.
The check that asks whether the buyer problem, money consequence, proof, offer, page sequence, and CTA all point to one decision.
Open →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.
Open →Text Formatting Psychology.
Line length, white space, hierarchy, paragraph rhythm. The page that gets these right gets assessed. The page that gets them wrong gets scrolled.
Open →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.
Open →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.
Open →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.
Open →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.
Open →Vanity Metrics.
Vanity metrics are tracking data that signal effort or activity but do not predict commercial outcomes. The most-claimed, least-decisive numbers in agency monthly decks.
Open →Website conversion review. The discipline before the rebuild.
A website conversion review is a review of why a site that looks fine is not producing enough calls, quotes, bookings, or sales.
Open →White-label marketing for agencies.
Mid-market agencies win the tactical retainer and lose the strategic seat to the consulting layer above them. A white-label marketing services engagement closes that gap without reorganizing the agency.
Open →Every page in this section
- Aida architecture
- AI Citation Path.
- Appointment Intent Marketing
- Authority To Call Path
- Buyer action path
- Capability Page RFQ Path
- Case Intent Marketing
- Citation to buyer action gap
- Click to call path
- Consultation Intent Marketing
- Crew Booking Intent
- Dealer Inquiry Path
- Demo Trial Pipeline Path
- Emergency Call Routing
- Emergency Vs Project Intent
- Employer Demand Marketing
- Enrollment Intent Marketing
- Estimate Quality Marketing
- Facility Service Demand
- Family Decision Marketing
- First Order To Repeat Purchase Path
- Home Product Quote Intent
- Home Project Consult Intent
- Industry fit in marketing
- Citable Industry Page
- Job Type Mix Marketing
- Listing Conversation Path
- Local Appointment Demand
- Local Lead To Booked Job Path
- Local Service Call Quality
- Location Page Lead Handoff
- Message coherence review
- Message match path
- Multi Location Demand Control
- Patient Decision Friction
- Product Page Conversion Path
- Professional Service Consult Intent
- Project Mix Marketing
- Project Size Signal
- Quote Intent Marketing
- Replacement Intent Vs Repair Intent
- RFQ Readiness
- Citable Service Page
- Specifier Intent
- Specifier To Account Growth
- Speed to lead loop
- Technical Proof Marketing
- Technical Service Proof Path
- Tour Intent Marketing
- Tour Request Routing
- Tour To Proposal Path
- Trade Service Call Routing
- Traffic To Order Economics
- Traffic to order path
- Trust Proof Before Contact
- Trust Sensitive Marketing
- Urgent Service Intent
- US Market Entry Proof Gap
- Website conversion review
- White label review