# BUYER-THINKING-CANON.md ## Stan Consulting LLC · How we think about buyers ### Locked 2026-05-15 · LL-2026-05-15-002 > **READ FIRST: `SC_BUILD_CANON.md` is now the central canon file.** It absorbs this file's buyer-thinking rules as Section 2 and adds the full architecture, design floor, voice registers, and quality gates. This file remains active as the deep-dive on buyer thinking specifically. Every new SC page touch starts at `SC_BUILD_CANON.md`, then drills here for the buyer-thinking detail. --- ## STATUS Active canon file. Buyer-thinking deep-dive. Section 2 of `SC_BUILD_CANON.md` is the index. This file controls how every public-facing SC page, offer, and outbound message frames the buyer. It does not override pricing, legal, or service-scope canon. It governs the lens. If a page on SC fails the buyer-thinking test below, the page is wrong, regardless of how clean its content reads. --- ## THE CORE PRINCIPLE **We sell to humans who do not know our vocabulary.** The contractor is not Googling "ai visibility." The Shopify owner is not Googling "entity reinforcement." Buyers do not type our category language into search bars or AI engines. They type their actual problem in their own words at the moment it is bothering them. If our pages, offers, and outreach speak in our category language, the buyer never lands on us. If we speak in their words, they land before they know there is a product to buy. --- ## THE BUYER-THINKING TEST (every page, every offer) Five questions. If any one is no, the page is not built for a real buyer. 1. **Can a specific real person ask the exact phrasing in this page's H1 at 9pm without thinking?** (If the H1 uses category words like "AI visibility," "diagnostic," "audit," "optimization" — no. Rewrite.) 2. **Is the benefit named in the buyer's measurable world, not our category world?** (Not "improved entity clarity." Yes "the homeowner who Googled `roof leak` sees your business in the answer instead of the competitor's.") 3. **Does the page resolve in 60 seconds for a tired buyer?** (Long-form is for retrieval bots. Short-form is for humans. Both can exist on the same site; they cannot exist on the same page.) 4. **Is the next action concrete and immediate?** (Not "explore our framework." Yes "call Tuesday morning before your job site.") 5. **Does the trust come from a thing the buyer can verify in 30 seconds?** (Not "we are diagnostic-first." Yes "screenshot of the same query before and after, dated.") --- ## THE BUYER MODES SC SELLS TO SC sells to seven distinct buyer modes. The mode determines voice, page shape, price tier, and trigger calendar. The methodology (find-hot → insert-citation, see Section "Methodology") is the same across modes; the packaging is mode-specific. **Universal product framing across all modes:** the buyer is seeking **answers + results**, not frames or systems. Page language stays in answer-and-result voice. Frames-and-systems vocabulary (the SC internal language) goes into Marketing Atlas reference, not buyer-facing pages. ### Mode 1 — Mid-market DTC founder ($5M-$50M, specialty product) **Who:** Founder who built the brand, scaled past the team-of-one stage, hired a marketing leader, and is now watching the marketing leader struggle to keep up. Brand IP matters; voice matters; the founder has equity-class budget for real diagnostic. **Their searches:** "my agency is reporting ROAS that does not match my bank" · "my marketing leader is buried in execution, cannot scale output" · "why is ChatGPT recommending my competitor and not me" · "how do I check if my marketing spend is actually working" · "AI is sending traffic but not purchases" · "my brand keeps getting flattened by Amazon in AI search" **Trigger moments:** new round closed and the board asks about distribution · marketing leader signals burnout · agency contract renewal pending · Q4 review shows ROAS climbing while bank balance shrinks · ChatGPT user tells them they found a competitor first. **Pays:** $5K-$15K diagnostic + $5K-$10K/month retainer. **Trust signal that closes:** named operator who has read this exact pattern before, dated screenshot of before/after on a comparable engagement, three-week deliverable defined in concrete terms. ### Mode 2 — B2B SaaS founder or marketing leader ($5M-$50M ARR) **Who:** Founded or runs marketing at a software company past product-market-fit, growing through paid channels, now confronted with AI search replacing the funnel they built. Funded growth. Board has surfaced AI visibility as a quarterly conversation. **Their searches:** "is ChatGPT replacing our top-of-funnel" · "our paid SEM traffic is dropping and I dont know why" · "AI is not citing our product for category queries" · "we are losing demos to competitors named in AI answers" · "what is replacing inbound SEO" **Trigger moments:** quarterly board review surfaces traffic decline · competitor named in a customer's prospect call · CMO turnover · category-defining keyword loses visibility · marketing team asks for a new line item. **Pays:** $5K-$15K diagnostic + $7K-$15K/month retainer. **Trust signal that closes:** specific evidence of citation lift, named engagement in adjacent category, board-ready written deliverable. ### Mode 3 — Specialty Shopify owner-operator (premium, refuses Amazon) **Who:** Single-store DTC owner with a SPECIALTY product. Premium kitchen tools, handmade fashion, single-origin food, antique/vintage, ceremonial/cultural goods (Judaica archetype), custom furniture, specialty pet, niche B2B supply, regional makers' collective, premium subscription curation. Owner is usually the buyer, the brand, and customer service. **Day shape:** Store-tethered. Walks the floor. Talks to walk-in customers. Online is the side-leg, not the main leg. Has funds (the local store cash-flows) but locally bound. Wants to grow without listing on Amazon. **Their searches:** "[brand A] vs [brand B] which is better" · "is [premium brand] worth the price" · "how to use [specialty product]" · "how to install [specialty product]" · "what's the difference between [variant A] and [variant B]" · "best [category] for [use case]" · "how long does [product] last" · "how to care for [specialty product]" · "[brand] review honest" · "is [specialty product] worth it" · "made in [region] vs imported [thing]" · "how do I avoid fake [specialty product]" · "what kippah is appropriate for [event]" (Judaica-specific) · "small batch [product] worth the price" **What they DO NOT search:** "where do I buy [X]" (ChatGPT-2020 thinking; real humans compare + ask how-to + care + authenticity). **Trigger moments:** Slow walk-in day · customer asks "do you ship" · Amazon lowered prices on a similar product (brand-erosion) · ChatGPT user buys elsewhere and tells them · holiday season approaching · peer in same niche scaled online (permission moment) · family member suggests "you should be on Amazon" and they refuse (refusal moment, they want the alternative). **Pays:** $3.5K-$8K install + $1.5K-$3K/month maintenance. **Trust signal that closes:** specific brand-flattening example, before/after screenshot of comparison-shopping query, direct-purchase path verified. ### Mode 4 — Mid-market professional services firm (10-50 person) **Who:** Law firm, accounting practice, financial advisor, architecture firm, design studio, boutique consultancy. Partner-level budgets. Referral funnel slowly drying up because AI is now answering the "who do I hire for X" question without naming them. **Their searches:** "my professional services firm is losing referrals to AI" · "how do I get my firm cited by ChatGPT" · "what should our website do that it isnt doing" · "our partners are not getting introduced through AI" · "how to compete with directory sites in AI search" **Trigger moments:** Quarterly partner meeting raises pipeline concern · referral source goes quiet · a peer firm gets named in an AI answer and they don't · marketing-coordinator role opens up and they decide whether to fill it. **Pays:** $5K-$15K diagnostic + $5K-$10K/month retainer. **Trust signal that closes:** quiet, written, partner-grade deliverable. Not a marketing pitch — a structural reading the partners would respect in a board meeting. ### Mode 5 — Family-office portfolio company needing marketing turnaround **Who:** Operator inside a portfolio company. The principal (family-office head, PE/VC operator) needs the portfolio companies to be visible to AI for sale-prep, scale, or simple operational health. Principal writes the check; operator runs the work. **Their searches:** (the principal Googles) "marketing turnaround consultant for portfolio company" · "AI visibility for portfolio companies" · "sale-prep marketing diagnostic" · "what should our portfolio companies be doing about AI search" **Trigger moments:** Annual portfolio review · sale process opening · IPO consideration · operator-replacement event · new partner joins and reviews portfolio · adjacent fund closes a competitive deal. **Pays:** $10K-$25K install + $5K-$15K/month retainer. **Trust signal that closes:** principal-side communication; references the principal can verify; deliverable that lives at the principal level (not lost in the portfolio operator's inbox). ### Mode 6 — Marketing agency seeking white-label diagnostic (referral channel) **Who:** Marketing agency owner. Mid-size shop (5-30 person). They sell marketing services but want a senior-grade structural read to offer their clients without building the capability internally. Stan reads; agency delivers. **Their searches:** "white label marketing diagnostic" · "senior marketing consultant for agency clients" · "AI visibility audit for agencies" · "how to add diagnostic to my agency services" **Trigger moments:** Agency client churn · agency competitor adds AI visibility · partner agency referrals dropping · agency owner attends industry event and hears about AI search. **Pays:** $3K-$7K per engagement × volume. Margin-stack model. **Trust signal that closes:** white-label methodology, agency-branded deliverable option, NDA-grade discretion. ### Mode 7 — Construction (separate niche, kept distinct from generalized list) **Who:** Roofer, plumber, HVAC tech, GC, electrician, fence installer, paver, painter, hardscape, exterior cleaner, mason. Owner-operator or small-shop owner (1-15 crew). Day-shape: job-site-first, phone in cup holder, decisions in 15-minute windows, spouse usually the office, cash flow job-pegged. **Their searches (homeowner-side, what the trade's BUYER asks):** "how do I find a leak on my roof" · "when do I need to replace my roof" · "is hail damage covered by insurance" · "first signs my HVAC needs replacement" · "is it cheaper to repair or replace a water heater" · "what should I ask before hiring a contractor" · "how do I check if a contractor is legit" · "how much does a new roof cost in [city]" **Their searches (operator-side, what the contractor asks at 10:30 PM):** "how to stop paying Angi" · "is ChatGPT sending people to contractors" · "Google Maps not showing my business" · "my best customer just retired" · "why am I losing bids to worse contractors" **Trigger moments:** Just stopped paying Angi · lost a big bid · cash flow good but pipeline shrinking · peer sold business · insurance/licensing renewal · referral source dried up · cold call promising "AI" · job-site dead day · spouse asks about a major purchase. **Pays:** $3.5K install + $1.5K-$2.5K/month maintenance (matches contractor cash-flow tolerance). **Trust signal that closes:** word-of-mouth referral or peer mention. The site does not source — the site CLOSES the call. 60-second-read landing + phone number. **Why this stays as a separate niche:** Construction has its own buyer-day shape, trust-source pattern, cash-flow tolerance, and trigger calendar. The contractor IS a real SC buyer when SC's other niches mature — not the lead niche, but a maintained vertical. Construction buyers do not become Mode 1-6 buyers, and Mode 1-6 buyers do not become construction buyers. Keep separate. --- ## THE METHODOLOGY (THE ACTUAL WORK) AI citation is probabilistic. The work is not "make AI cite you." The work is: 1. **Find what is hot** — real buyer queries, in real volume, in the buyer's words. (Not our vocabulary.) 2. **Find how they search** — long-tail question shape, comparison shape, "how to" shape, "first signs" shape, location-scoped shape. 3. **Find where they search** — Google, ChatGPT, Perplexity, AI Overviews, Reddit, trade Facebook groups, local NextDoor. 4. **Find when they search** — trigger moments above, time-of-day patterns, seasonality. 5. **Find whom they already trust** — third-party citation sources the AI retrieval already weights (industry directories, regional publications, association sites, trade-specific review aggregators, peer-mention forums). 6. **Insert the client into those exact citation surfaces** — schema, entity, third-party placement, content that matches the actual query shape, freshness signals. The work is upstream of citation. We do not "buy citations." We construct the conditions under which AI retrieval surfaces the client because the client now matches the buyer-query shape across the trusted source set. This methodology applies identically to ST (advisory queries) and SC (marketing queries) and every client engagement. --- ## EAT OUR OWN DOG FOOD (mandatory before selling) We do not sell what we have not first executed on SC and ST themselves. Before any AI Visibility offer page goes live on SC, the same methodology must be implemented and visible on SC's own site: - The buyer-language entry surface (real human questions, not category words) - The citation surface (third-party placements verified) - The retrieval test (before/after screenshots dated) - The conversion path (60-second-read landing with a phone number) The same is true for ST. If we cannot show that our own sites are doing what we sell to clients, the offer is not real. --- ## RELATIONSHIP TO MARKETING ATLAS The Marketing Atlas is the brain. Not an offer. Every page SC produces — service page, problem page, comparison page, blog, case file — must connect to a Marketing Atlas concept or reference. The Atlas grows with every shipped page. Same content, two surfaces: the buyer-language page (entry) + the principle in Marketing Atlas (the brain). Universal principle (canon as of 2026-05-15): **"Marketing is the same product, different packaging."** The structural principles are universal. The packaging is vehicle-specific. We never invent new principles; we extract the universal one from each piece of buyer-facing content and write it into the Atlas. This means no piece of content costs us double work. The buyer-facing page sells. The Atlas page captures the universal principle for future retrieval, reuse, and citation. --- ## STATUS Active canon as of 2026-05-15. Governs every SC public surface. Promotion-grade per LL-2026-05-15-002. End of file.