Engagement Document · Research & Implementation Confidential

Demand engines in mortgage lending

The evidence base for how volume is actually produced in this category, the compliance controls required to produce it safely — and the live register of what we are building, in what order, and what it has returned so far.

Discovery complete · implementation not yet started Nothing is instrumented yet, so no performance figures are reported below
Competitive evidence base — six operators torn down from live funnels, filings and ad libraries.
Regulatory position verified — ten areas checked against primary sources, August 2 2026.
AI-search measurement assessed — what is knowable, what is vendor modelling, what to instrument.
Analytics baseline — not yet built. First action in the register; unlocks 12 months of history.
Compliance controls — not yet implemented. Blocking for any acquisition spend.
Demand engine — not yet started. Sequenced behind measurement and controls.
6
operators torn down, named, with sourced financials
1,300+
active competitor ads captured and coded
10
regulatory areas verified against primary sources
21
actions in the register, sequenced across four phases
8
compliance controls blocking acquisition spend
0
metrics instrumented — the first action changes this

Activity record

What has been done

A running log of work performed on this engagement, most recent first. Every finding in the Research tab traces back to an entry here.

August 5, 2026
Organic social audit — client Instagram and competitive benchmark

Client Instagram profile and most recent post audited; competitive set benchmarked on the same day for audience and content volume. Three competitor handles could not be verified and are excluded rather than reported as zero.

Output: Social tab. Key finding: 104 followers and 11 lifetime posts, dormant since April, against a business holding 2,802 five-star reviews — a content supply problem, not an audience problem.

August 5, 2026
Competitive advertising intelligence — full inventory capture

Every active advertisement across the competitive set captured and coded: launch date, run duration, variant duplication, offer, format, call-to-action and account structure. 1,300+ active advertisements reviewed across six advertisers.

Output: Competitor ads tab. Key finding: LendingTree has run one home-equity creative continuously for 443 days while every rival's oldest live creative is under five months — harvesting versus still testing. Bankrate near-tripled its inventory in four days.

August 3, 2026
AI-search measurement assessment

Established what is actually knowable about consumer AI-assistant use in lending, and separated measured data from vendor modelling. Reviewed the tooling market (Semrush AI Toolkit, Ahrefs Brand Radar, Profound, Peec, Otterly, Evertune) on methodology and price.

Output: Research tab, Part Three. Key finding: prompt-level volume does not exist from any credible source; first-party referral tracking is free and back-dateable twelve months.

August 2, 2026
Regulatory verification pass

Ten areas checked against primary sources: telephone-consumer consent and revocation, state telemarketing statutes, trigger leads, platform ad-targeting restrictions, Regulation Z advertising, Regulation N, RESPA Section 8, FTC review rules, data safeguards, and fair-lending posture.

Output: Research tab, Part Two — eight operating controls. Three prior assumptions corrected, including the status of one-to-one consent and which rule governs home-equity advertising.

August 1, 2026
Paid-creative inventory across the competitive set

Public ad libraries pulled for all six operators; creative, longevity and duplication recorded; offers and terms catalogued into a product inventory.

Output: Part One §1.4 and §1.5. Key finding: the category's top creative has converged on one offer — equity access that preserves an existing first-mortgage rate.

July 29 – August 1, 2026
Competitive teardown — six operators

Consumer funnels walked step by step and recorded; public filings read for scale, marketing spend and channel mix; search footprints sampled. No personal information was submitted and no forms completed.

Output: Part One §1.1–1.3 and §1.6, five charts. Key finding: five structurally different business models, only one of which supports heavy paid media.

Action register

What we are building, in order

Twenty-one actions across four phases. Sequencing is deliberate: measurement first because it back-dates, controls second because they block spend, demand engine third because it compounds, and paid media last because it only pays once the rest exists.

Phase 0 — Measurement foundation · this week · no cost

0.1 — Build the AI-referral channel group in analyticsReady to start

Create a custom channel group matching assistant referrers, positioned above the referral rule. Because channel groups apply at query time, this reclassifies historical sessions — producing a twelve-month month-over-month trend immediately, at no cost. This is the single highest-value action on the list and the answer to the question that prompted Part Three.

Owner MarketingEffort Under 1 hourUnlocks 12 months of history
0.2 — Establish the conversion baselineReady to start

Define and instrument the funnel: sessions, quote starts, completed leads, contact within five minutes, applications, funded loans — by channel and product. Without this, nothing later in the register can be evaluated.

Owner Marketing + OpsEffort 1–2 daysBlocks all reporting
0.3 — Server-log AI crawler trackingReady to start

Weekly grep for user-triggered fetches — the signal that an assistant retrieved a page because a human just asked something, as distinct from training crawls. Begin archiving now; log retention is typically 30–90 days and cannot be recovered later.

Owner Web devEffort Half dayNote Verify by reverse DNS — agent strings are spoofed
0.4 — Manual prompt panel, monthlyReady to start

Twenty-five to forty real buyer prompts run monthly across the major assistants, with answer text archived verbatim and timestamped. At this scale a disciplined manual panel rivals a paid tool — and the archive doubles as an advertising-substantiation record under Control 6.

Owner MarketingEffort 2 hours per monthCost None

Phase 1 — Compliance controls · before any acquisition spend · blocking

1.1 — Consent language reviewed and approved by counselBlocking

Written to the strictest state in the operating footprint, not the federal floor. Federal one-to-one consent was vacated in 2025, which makes state statutes — several with private rights of action and five-figure per-violation damages — the binding constraint.

Owner Compliance counselEffort ExternalRef Control 1
1.2 — Unified suppression list across every channelBlocking

One list propagating to dialer, texting platform, email and ad audiences within one business day, capturing verbal opt-outs logged by loan officers alongside keyword replies. Ten-business-day honoring has been law since April 2025.

Owner Ops + MarketingEffort 2–3 daysRef Control 2
1.3 — Lead-vendor warranties and trigger-lead auditBlocking if buying leads

Every vendor contract carries an express warranty of statutory compliance and indemnity, and produces the consent artifact itself rather than an attestation that one exists.

Owner Compliance + MarketingEffort 1 weekRef Control 3
1.4 — Ad accounts declared in the correct restricted categoryNeeds platform re-check

Declare before the classifier does it mid-flight. Written targeting standards prohibiting audience exclusions and proxy targeting. Platform policy requires fresh confirmation — the court supervision that produced the current rules expired in June 2026.

Owner MarketingEffort 1 dayRef Control 4
1.5 — Claims-review gate across all channelsBlocking

One gate covering paid social, SMS, landing pages, rate tables and loan-officer-authored posts. Must specifically cover the home-equity negative-trigger rule — the most likely thing a lending marketing team gets wrong given the category's convergence on equity offers.

Owner Compliance + MarketingEffort 2 days to designRef Control 5
1.6 — Automatic creative and script archivingReady to start

Twenty-four-month retention floor with substantiation attached, capturing creative at publication rather than reconstructing it later. Note that distributing templated creative across individual loan-officer pages multiplies this obligation rather than escaping it.

Owner Marketing opsEffort 1–2 daysRef Control 6
1.7 — Partner arrangements paperedCounsel-dependent

Every builder, realtor, advisor or platform arrangement documented with a market-value basis and the services actually rendered, before it starts. Criminal exposure and a private right of action attach here.

Owner Compliance counselEffort ExternalRef Control 7
1.8 — Review solicitation universal and un-gated; data systems inventoriedReady to start

Ask every closed customer through the same flow, disclose incentives and employee relationships, never suppress or selectively display. Separately, inventory CRM, dialer and ad platforms as in-scope for safeguards and state privacy law, with opt-out and browser-signal handling verified end to end.

Owner Ops + MarketingEffort 3–4 daysRef Control 8

Phase 2 — Demand engine · weeks 3–10 · compounding

2.1 — Database recapture programmeQueued

Annual equity reviews and rate-watch alerts against the closed-client book. Evidence: the largest retail lender in the study sources most refinance production this way at a 73% recapture rate. Highest return per dollar in the register.

Owner Marketing + OpsEffort 2 weeksRef Mechanic 01
2.2 — Named speed product with an operational guaranteeQueued

A guarantee operations can actually meet, with a customer-side deadline that makes it deliverable. Distinct naming is now essential — the generic five-day equity convention is heavily contested. Claims and naming route through Control 5 before launch.

Owner Product + MarketingEffort 3 weeksRef Mechanic 04
2.3 — Local commercial-intent search buildQueued

Local rate and programme pages carrying the freshness and named-reviewer mechanics the category's publisher uses, plus product and question content. Concede national head terms. Note the finance-specific finding: two-thirds of AI-Overview citations in this vertical come from sources not ranking in the top hundred — citability and ranking are separate games.

Owner Marketing + WebEffort 6 weeksRef Mechanic 03
2.4 — Named-human proof pagesQueued

Individual originator pages carrying their own verified reviews. The one asset in this study no national operator has built — the largest has no named humans in its consumer experience at all.

Owner MarketingEffort 3 weeksRef §1.6
2.5 — Speed-to-lead operating standardQueued

Sub-five-minute contact in business hours, with routing and alerting to a named person. A shared marketplace lead typically reaches three to five lenders simultaneously; response time decides the outcome.

Owner OpsEffort 1 weekMeasured by Baseline 0.2
2.6 — Partner distribution programmeQueued

Real-estate teams, builders, advisors, credit unions and employers, treated as a measured channel rather than referral hope. Gated on Control 7. Evidence: the fastest-growing lender in the study grew funded volume 89% on flat advertising by moving distribution here.

Owner Sales + MarketingEffort OngoingRef Mechanic 02

Phase 3 — Amplification · month 3 onward · only once the above holds

3.1 — Targeted paid search and local services adsGated

Local and product-specific only. Paid media at scale requires resale economics this business does not have — the marketplace in the study recovers a 73%-of-revenue marketing ratio by selling each consumer up to five times.

Owner MarketingEffort OngoingGate Phases 0–2 complete
3.2 — Marketplace lead test, boundedOptional · strict conditions

Only with sub-minute dialed response, tight filters, and a hard funded-loan cost ceiling agreed in advance. Default assumption is that the same budget buys more as owned demand.

Owner MarketingEffort 1 month testKill criteria Set before launch
3.3 — Lifecycle nurture by segmentQueued

Segmented sequences for purchase, refinance, equity, first-time and not-yet-ready, with consent language cleared under Control 1 before anything sends.

Owner MarketingEffort 3 weeksGate Control 1
3.4 — Funded-loan attribution reportingQueued

Monthly reporting in funded volume by channel and product, not clicks. Closes the loop opened by Baseline 0.2.

Owner Marketing + FinanceEffort 2 weeksRef Baseline 0.2

Measurement

Baseline — awaiting instrumentation

The metrics this engagement will be judged on. Every row reads pending because nothing is instrumented yet; Phase 0 changes that, and the AI-referral row back-fills twelve months on day one.

MetricSourceBaselineReporting cadence
AI-assistant referral sessionsAnalytics channel groupPending — 12 months back-fills on setupMonthly
User-triggered AI page fetchesServer logsPending — no archive before setupWeekly
Share of AI answers citing the brandManual prompt panelPending — cannot be back-datedMonthly
Sessions → quote startsAnalyticsPendingMonthly
Quote starts → completed leadsAnalyticsPendingMonthly
Leads contacted within 5 minutesCRM + call systemPendingWeekly
Leads → applicationsCRMPendingMonthly
Cost per funded loan, by channelCRM + financePendingMonthly
Recapture rate on closed-client bookCRM + servicing dataPendingQuarterly
One asymmetry worth acting on this week. Analytics history back-fills the moment the rule is created, so the twelve-month AI-referral trend costs nothing and exists immediately. Brand-visibility history — whether assistants cite you — cannot be back-dated at any price. Month one of that panel is the only data in this document that becomes permanently unavailable if deferred.

Dependencies

What we need to begin

  • Analytics and web-property access, plus server-log access or an export path.
  • An introduction to compliance counsel, and confirmation of the licensed-state footprint — Control 1 is written to the strictest state, so the list determines the standard.
  • CRM and loan-origination system access, so leads route into tools the team already uses and funded-loan attribution can close.
  • Loan-officer roster with individual licence identifiers, for the named-human pages in 2.4.
  • A decision on the flagship offer for 2.2, and whether the closed-client book in 2.1 is available for marketing use under existing consents.
  • Ad-platform account access, to confirm category declaration status under 1.4.