//Source Intelligence · Lead-Gen Agent Build

The Ramage Law Group
Lead-Gen Agent IP Catalog

A selectable inventory of every reusable intellectual-property asset on ramagefamilylawfirm.com — brand voice, service taxonomy, attorney credentials, geo footprint, knowledge corpus, trust signals and intake logic — with every critique surfaced as a tracked blocker. Tick what belongs in the build; export the spec.

Source · ramagefamilylawfirm.comSector · Family & Special Education Law · TXSurface · ADS v3Rev · 2026.07.31
00Executive Finding

Ramage is unusually IP-rich for a regional law firm — all eight asset classes are present, the intake form already encodes a 12-way qualification taxonomy, and two proprietary statutory calculators exist that can be lifted directly into ADS Apps; the single largest build risk is not scarcity but taxonomy drift, where four intake categories the firm actively solicits have no service page behind them.

Grounding Targets290+ URLs
25 practice-area pages · 25 geo pages · ~230 blog posts · 5 attorneys · 2 interactive calculators · 12 intake categories · 171 rated reviews. Strongest grounding asset: the ~230-post blog plus the 25-page practice tree. Strongest conversion asset: the “Type of Matter” intake dropdown — it is a ready-made lead_gen qualification tree requiring no invention.
How to use this documentSections 01–07 are a selectable inventory — tick the assets you want in the build. Section 00B is the blocker register; tick each item as it is answered. The bar at the bottom tracks both and generates an exportable ADS build spec from whatever you have selected.
00BPre-Build Blockers

Fifteen open questions, four of them launch-blocking

Every critique raised anywhere in this catalog, consolidated and severity-ranked. A critical item means the agent has no grounded, safe answer for a lead type the firm is actively soliciting — those are launch blockers, not backlog. Tick each as it is resolved; unresolved items are carried into the exported build spec automatically.

4
Critical · blocks launch
6
High · degrades conversion
5
Medium · quality & accuracy

critical

high

medium

01Firm / Brand Identity & Value Proposition

The persona layer — voice, promise, and positioning

Verbatim brand IP. This becomes the Expert persona, the ADS Welcome message (lever L-02, the strongest predictor of second-message rate), and the tone constraints on every generated reply.

0 / 11 selected

Taglines & Headline Copy

Positioning Assets

Commercial Differentiator — the billing model

Verbatim, repeated across Family Law, Divorce and Special Education“We work on a fixed monthly cost so you always know what to expect.” / “We bill on a fixed monthly cost so your legal fees are predictable from day one.”

HighThe differentiator is buried

The fixed-monthly promise never appears in the hero, in any primary CTA, or above the fold on any page — it surfaces only in mid-page body copy on three service pages. Every competitor in Collin County can claim compassion and experience; almost none can claim predictable fees, and this firm claims it without ever leading with it.

Fix ▸ Promote to the ADS Welcome message (L-02). Second-message rate is the strongest known predictor of downstream conversion, and a fee-anxiety answer in the first line is the highest-probability way to earn it. Blocked by: no published price band (see §00B).

MediumThree brand marks in active use

“The Ramage Law Group” dominates page copy, “The Ramage Family Law Firm” owns the domain and SEO surface, and “Ramage Family Law” appears in Inc. 5000 press. An agent that alternates between them reads as careless on exactly the property where precision is the product.

Fix ▸ Lock the Expert prompt to one mark. Recommend The Ramage Law Group, with the others accepted as user input but never emitted.

02Offering / Service Taxonomy

25 practice pages across two distinct businesses

Each leaf below is a Library grounding target and a conversation branch. Note that the firm runs two materially different practices — Texas family law (regional, Collin/Denton County) and special education law (statewide) — which implies two Experts or one Expert with a hard routing fork.

0 / 10 selected
UsePillarSub-services (grounding targets)
Divorce
/family-law/divorce
High Asset Divorce · High Conflict Divorce · Divorce Over 50 · Business Owner Divorce · Spousal Support / Alimony · Uncontested Divorce · Contested Divorce · Collaborative Divorce
Child Custody
/family-law/child-custody
Child Custody Modification · Child Custody Issues for Fathers · High Conflict Custody · Parent Relocation
Child Support
/family-law/child-support
Child Support Modification · Child Support Calculator (interactive)
Property Division
/family-law/property-division
Business Valuation · Division of Retirement Accounts
Parental RightsFathers’ Rights · Paternity · Grandparents’ Rights
Family FormationAdoption · Guardianship
Planning & ProcessPrenuptial Agreements · Collaborative Family Law
Special Education Law
/special-education-law — statewide
Individualized Education Programs (IEPs) · Admissions, Review & Dismissal (ARD) committee meetings · Eligibility determinations · Educational program development · Student placement decisions · Mediation · Due process hearings · Disability accommodations

The Named Divorce Process — 4 steps

  • 1 · Initial Strategy Session
  • 2 · Filing the Petition
  • 3 · The 60-Day Waiting Period
  • 4 · Resolution and Final Decree

Special Education — the differentiated claim

  • Attorney/advocate team accompanies parents to ARD meetings
  • Serves families “across Texas” — not geo-limited like family law
  • Same fixed-monthly-cost model applies

A former regulator now representing parents against districts is the strongest single credibility asset on the property — and it is currently under-surfaced.

03People & Expertise

Five attorneys · human-authority IP

Answers “who will actually handle my case,” carries the credential load, and supplies the voice-mode persona (lever L-08). Bio depth is uneven — flagged below.

0 / 10 selected
UseNameTitleCredentials & Distinctives
Sharon RamageFounder & CEOTexas bar 1992 · 30+ yrs · J.D. Baylor Law (1992) · B.A. Social Work, UT Arlington (1988) · 10+ years as a TEA special education hearing officer & mediator · Curt B. Henderson Inn of Court · Best Lawyers 2026 · Elite Lawyer 2019–present · Super Lawyers 2023–2025 · lectures nationally on special ed law
Marissa BaliusManaging AttorneyTexas bar 1994 · 20+ yrs courtroom · J.D. Baylor Law · B.A. Communication/Journalism, UT Arlington · collaboratively trained attorney & mediator · former Assistant Attorney, Texas Attorney General’s Office · State Bar Family Law Section · Collin County Bar Association · “litigation should NOT be the first option in most”
Lisa ZahnSenior AttorneyTexas bar 1994 · 30+ yrs · Board Certified in Family Law, Texas Board of Legal Specialization · admitted to practice before the United States Supreme Court · Super Lawyers 10+ years · focus on divorce involving children · “not afraid to take any case to court”
Kaitlyn ThomasAttorneyTexas bar 2024 · J.D. Texas A&M School of Law · B.S. Business/Marketing, Texas A&M · Family and Veterans Advocacy Clinic · supervised bar card in clinic · Court Appointed Special Advocate for foster children · with the firm since 2022 as intern then law clerk
Kira WhiteAttorneyTexas bar (year not published) · J.D. UNT Dallas College of Law · B.S. Human Development & Family Sciences, UT Austin · 5+ yrs · former DFPS Investigator, Collin County · Chair, Dallas Bar Association Family Law Section · Texas Bar College · National Black Lawyers Top 40 Under 40 (2023, 2024, 2025) · Best Lawyers: Ones to Watch (2024, 2025) · practices in Dallas, Denton, Collin, Tarrant & Rockwall counties

Citable authority claims — objection-handling artifacts

Hard Credentials

Former-Regulator Backgrounds

HighNo routing, uneven bios

Nothing on the site says which attorney handles which matter type, so the agent cannot answer the most natural follow-up question in the funnel — “who would I be working with?” Separately, Lisa Zahn’s page publishes no education or memberships at all, Kira White’s has no bar year or graduation years, and Kaitlyn Thomas has no memberships or individual awards.

Fix ▸ Obtain a routing matrix and the missing bio fields. Where a gap cannot be filled, fence it explicitly in the Expert prompt so the agent says “I’d want to confirm that” rather than generating a plausible law school.

04Locations & Service Area

Two offices · 23 published geo pages · one statewide practice

Geo-IP drives local qualification and routing (lever L-07) and lets the agent answer “do you handle cases in my county?” without escalation.

0 / 5 selected

McKinney Office

  • Address — 8951 Collin McKinney Parkway, #1401, McKinney, TX 75070
  • Local phone — (972) 737-4995
  • Landmarks — Craig Ranch community; near TPC Craig Ranch golf course; adjacent to Cooper Fitness Center and Michael Johnson Performance Center
  • Access — Sam Rayburn Tollway (Hwy 121) and Custer Road
  • Parking — “Ample surface parking is available directly in front of the building”

Frisco Office & Coverage

  • Address — 9555 Lebanon Road, Suite 301, Frisco, TX 75035
  • Main firm phone — (972) 562-9890
  • Counties named in attorney practice — Collin · Denton · Dallas · Tarrant · Rockwall

Published city / county landing pages (23 grounding targets)

AllenPlanoFriscoProsperCarrolltonCelinaCollin CountyDenton CountyFairviewHighland ParkLewisvilleLittle ElmLucasMelissaMurphyPark CitiesParkerPreston HollowPrincetonThe ColonyUniversity ParkVan AlstyneWylie

HighNo office hours published anywhere

Neither office page states hours, and no after-hours or emergency policy exists despite a “Call for Immediate Assistance” CTA sitting on the divorce page. Hours are among the highest-frequency questions a lead-gen concierge receives, and they cannot be grounded from this site at all.

Fix ▸ Client-supplied. Until then the agent must be scripted to offer the callback-preference capture instead of guessing availability.

05Content & Knowledge Library

~230 posts, 2 proprietary calculators, 4 videos, 1 gated guide

The deepest grounding corpus on the property, and the primary hallucination defense (lever L-05).

0 / 9 selected

Blog — ~230 posts, 20 pages

12 posts per page × 20 pages. Dated content observed May 2025 – November 2025; each post carries a 3–4 minute read-time estimate. Representative titles:

  • Handling Corporate Benefits in a High Net Worth Divorce
  • Can Dads Get Full Custody in Texas?
  • Do I Have a Good Enough Reason to Get Divorced?
  • Getting Divorced with Young Kids and Different Religious Beliefs
  • What Can You Do When Your Child Hates Visitation?
  • 5 Signs Your Divorce Might Go to Court
  • Divorcing with a Child Who Has an IEP or a 504 in Texas
  • Are Divorce Records Public in Texas?
  • Managing Large Student Loan Debt in a Texas Divorce
  • Is Divorce Harder for Younger or More Mature Couples?
  • Do Mothers Automatically Get Full Custody in Texas?
  • What Are the Advantages of a Collaborative Divorce in Texas?
  • Understanding Common Law Marriage in Texas
  • What Are the Best Interests of a Child in a Divorce?
  • How to talk to your kids about divorce

Video & Gated Content

The page labeled “FAQs” contains no text Q&A. It is a four-video page introduced with: “we understand that family law can be a confusing topic. We hope the below videos will help to answer any questions, as you explore your options.”

  • Married to a Narcissist?
  • Don’t wait till the next pandemic to leave a toxic relationship
  • Texas Special Education Parental Rights during Covid-19
  • High Conflict Divorce and Parent Alienation

HighThe “FAQs” page contains no FAQs

A page named for the exact content a grounded agent needs most delivers four videos instead, two of them Covid-era. There is no text question-and-answer corpus anywhere on the property. For a firm whose prospects arrive mid-crisis with a list of questions, this is the largest content gap on the site.

Fix ▸ Cheapest high-value work in the whole engagement: distil the ~230 blog posts into a structured FAQ set at ingest. The raw material already exists and is already the firm’s own voice.

Interactive tools — the highest-value assets on the property

Child Support Calculator

/family-law/child-support/calculator

  • Inputs — Monthly Gross Income · Union Dues (Monthly) · Medical Insurance (Child Only) · Dental Insurance (Child Only) · Children in This Case (1–5+) · Other Children You Support (0–5+)
  • Outputs — Estimated Federal Income Tax · Estimated FICA · Net Resources Used (after deductions & cap) · Guideline Percentage Applied · ESTIMATED MONTHLY CHILD SUPPORT
  • Statutory basis — Texas Family Code §154; net resource cap of $11,700
  • Disclaimer — “This is a guideline-based estimate only.” / “Actual child support orders are determined by the court and may differ based on case-specific factors.”

Spousal Maintenance / Alimony Calculator

/family-law/alimony/calculator

  • Gating logic — threshold check, then a four-pathway eligibility test: 10-Year Rule + diligence · disability of spouse or custodianship of a disabled child · family violence within 2 years of filing (waives the 10-year rule) · contractual agreement (can exceed statutory limits)
  • Inputs — lack-of-property confirmation · actively-seeking-employment · condition checkboxes (10+ years married, family violence exemption, incapacitating disability, custodian of disabled child, I-864 sponsorship) · Length of Marriage slider · four income fields
  • OutputsMaximum Monthly Payment Cap (lesser of $5,000/mo or 20% of average monthly gross income) · Maximum Duration (5 yrs under 10 & 10–20 · 7 yrs for 20–30 · 10 yrs for 30+)
  • Statutory basis — Texas Family Code Chapter 8. Framing copy: “Don’t Rely on an Estimate Alone” · “This is a ceiling” · “minimum reasonable needs”

Interactive toolDeterministic logicConvert directly to ADS AppStatute-groundedAlready disclaimed

These two calculators are the most transferable IP on the site. The alimony tool in particular is not a widget — it is a qualification instrument the firm has already authored and legally reviewed. Rebuilt as ADS Apps (lever L-04), they let a visitor complete a real task inside the conversation, and a user who finishes the alimony pathway has self-qualified without being interrogated.

Additional content assets

In The News

  • Inc. Names The Ramage Law Group to Its 2025 List of the Fastest-Growing Private Companies in the Southwest (Sept 26, 2025)
  • Ramage Family Law Joins the Inc. 5000 List
  • 2023 Law Firm 500 Honoree

Scholarship Program

  • The Ramage Law Group Adopted Child Scholarship — $1,000 per semester
  • Eligibility: enrolled or accepted undergrad/grad · 17+ · GPA 3.0+ · U.S. citizen or permanent resident · legally adopted
  • Requirements: proof of admission · headshot · transcript · proof of enrollment · essay up to 800 words on three prompts · scholarship@ramagelawfirm.com
  • Winners: Julia Brown (Fall 2025) · Angelina Sanchez (Spring 2025) · Anderson Jianxiao Acord (Fall 2024) · Isabella Jimenez-Hernandez (Spring 2024) · Anthony Merritt (Fall 2023) · Lauren Boone (Spring 2023)
  • Published deadline (Oct 8, 2025) has lapsed

Careers (recruiting IP)

  • Family Law Paralegal · Director of Business Development & Marketing · Associate Family Law Attorney · Family Law Attorney
  • Firm self-describes as using “AI-assisted drafting tools, proprietary discovery production tools, and a fully paperless workflow”
  • Applications to hiring@ramagelawfirm.com

MediumStale content still published

A COVID-19 Resource page remains live, the scholarship’s stated deadline of October 8, 2025 has lapsed, and two of the four videos are Covid-era. An ungated crawl will treat all of it as current.

Fix ▸ Apply a freshness fence at ingest and exclude date-bound content, or the agent will confidently tell a prospect that a closed scholarship is open.

06Trust Signals & Social Proof

171 rated reviews · 12 award marks · 3 growth honors

Objection-handling ammunition and brand chrome (lever L-11). Everything below is citable by the agent verbatim.

0 / 7 selected

Ratings & Reviews

Growth & Institutional Honors

Award & Badge Marks

  • Best Lawyers (2026) · Best Lawyers: Ones to Watch (2024, 2025)
  • Super Lawyers (2023–2025; 10-year mark)
  • Elite Lawyer (2019–present)
  • 10 Best · 10 Best Female Lawyers · Top 10 · Expertise
  • National Black Lawyers Top 40 Under 40 (2023, 2024, 2025)
  • Small Business Trends / Small Business Times

Verbatim testimonial excerpts (agent-citable)

Named Reviews

  • Tania Ramon — “Words cannot truly express the gratitude I have for Claudia Brice and the Ramage Law Group. They stood by me through a year long custody battle…”
  • Amanda Rose — “I needed an attorney for Family Court a high conflict custody case. Kaitlyn Thomas was great to work with for my meetings and mediation.”
  • Chance Carnes — “My only comment is to express my admiration for Amy and this law office, which I consider among the most compassionate groups I have encountered.”
  • Roshunda Howland — “Thomas with Ramage Law Group is absolutely phenomenal. He was always available to assist, answer questions that he could answer, and listened.”
  • Matt Bott — “From the initial contact through meeting with their team: I have been amazed…”

Proof Themes → Objection Pairs

  • Responsiveness — “always available to assist” · answers questions
  • Compassion — “most compassionate groups I have encountered”
  • Endurance in long matters — “stood by me through a year long custody battle”
  • Strategic competence in high-conflict custody

HighThe reviews name three people the site does not

“Claudia Brice,” “Amy,” and “Thomas” are praised repeatedly across the testimonials, and none of them appear on the attorney roster — no support staff, paralegals, advocates or case managers are named anywhere on the property. Clients are describing a team the site does not acknowledge.

Fix ▸ Confirm the current roster before the agent quotes these. An agent that vouches warmly for a departed employee is worse than an agent that says nothing.

MediumBadges carry no verification

Twelve award marks appear as images with no linked verification, and award years differ between the attorney pages and the news page — Super Lawyers is shown as both “2023–2025” and a “10 Years” mark, and Elite Lawyer as “2019–Present.”

Fix ▸ One authoritative, date-checked list before any of it becomes citable credibility evidence.

07Intake Taxonomy & Lead Capture

The conversion blueprint — already written by the client

The existing contact form is a complete lead_gen specification. It maps one-to-one onto the agent’s qualification logic (lever L-06) and requires no invention — only conversational re-staging.

0 / 6 selected

Capture Fields (all required)

  • Name* · Last Name* · Email* · Phone* — text
  • Zip Code* — text (the geo-qualifier)
  • Type of Matter* — select, 12 options
  • How would you like to be contacted?* — radio: Phone / Email
  • What time of day is best to return your call?* — radio: Morning / Afternoon
  • Brief Description of Your Legal Issue* — textarea

Nine required fields before a stranger in distress gets any response — precisely the condition under which a conversational surface outperforms, because the agent can deliver value at each turn while collecting the same nine values.

Category Taxonomy — “Type of Matter”

  • Divorce with Kids · Divorce with no Kids
  • Custody Modification / Post Judgement
  • SAPCR — Unmarried Cases Involving Children
  • Special Education · Adoption · Prenuptial Agreements
  • Juvenile · CPS · Wills · Domestic Violence · Other

Critical Taxonomy drift — four orphan categories

Four of the twelve categories the firm actively solicits have no service page behind them. The agent will be handed leads it has no grounding to serve.

Intake Category SolicitedService Page?Consequence for the Agent
Domestic ViolenceNONEHighest-urgency, highest-risk intake type with no content and no safety protocol. Requires a hard-coded escalation and safety-resource path before launch.
CPSNONENo page — yet Kira White is a former DFPS investigator. Real capability, zero published proof. Highest-value gap to close.
JuvenileNONEZero grounding content. The agent will either hallucinate or stall on a lead the firm asked for.
WillsNONEEstate planning sits outside both advertised practices entirely. Needs an explicit accept-or-refer rule.
SAPCR — Unmarried CasesPARTIALCovered obliquely by Paternity and Child Custody; no page anywhere uses the term “SAPCR.”

Fix ▸ An accept-or-refer decision per category, plus a safety protocol for Domestic Violence. Until then, fence these branches so the agent routes to a human rather than improvising legal guidance in the categories where improvisation is most dangerous.

MediumThe inverse gap — nine services with no intake category

Guardianship, Grandparents’ Rights, Parent Relocation, Property Division, Spousal Support / Alimony, Fathers’ Rights, High Conflict Custody, Business Valuation and Division of Retirement Accounts all have service pages but no matching dropdown option. A visitor who arrives on one of those pages must self-select into “Other” — and “Other” is where lead quality goes to die.

Fix ▸ Have the agent branch on the marketing taxonomy while normalising to the intake taxonomy on capture, so the CRM stays consistent without punishing the visitor.

Primary CTAs & Conversion Endpoints

  • “Schedule a Consultation” — dominant CTA · “Book a Consultation” · “Schedule a Case Review”
  • “Call Us” / “Call Now” / “Call for Immediate Assistance”
  • “Contact Us” — the nine-field form
  • “Calculate Statutory Cap” — micro-conversion inside the alimony tool
  • “Download Our Divorce Guide” — PDF, currently ungated

Conversion IP Not Present

  • No consultation fee stated anywhere — free vs. paid unresolved
  • No online scheduler — “Schedule a Consultation” routes to the form, not a calendar
  • No stated response time after submission
  • No live chat or existing agent on the property today
  • No price anchoring for the fixed-monthly model

Each absence is a scripted answer the ADS must be given — and each is then an experiment the ADS can run. The upside: with no existing chat surface, this deployment produces the firm’s first conversational intent data, which becomes the optimization baseline (L-10).

08IP → Conversion-Lever Mapping

What each asset becomes inside the Agent Delivery System

The reference map — not a selection surface. Every catalogued asset routed to the ADS lever it drives and the concrete agent function it produces. Your selections in §01–07 are grouped by these lever codes in the exported build spec.

IP AssetLeverAgent Function
“Persistent. Compassionate. Strategic.” + the four Why-Us reasons + the fixed-monthly-cost promiseL-02 Value ForceWelcome message and Expert persona. Lead with predictable billing — it is the one claim competitors cannot copy cheaply.
25-page practice tree across family law and special educationL-12 DistributionConversation branches; origin-locked deployment across all 25 practice pages plus 23 geo pages with the branch pre-set.
~230 blog posts · 4 videos · divorce planning guide PDFL-05 AnxietyLibrary grounding — cited, low-hallucination answers to Texas-specific procedural questions.
Child Support Calculator (Tex. Fam. Code §154)L-04 FrictionADS App — in-conversation support estimate, completed task before any contact request.
Spousal Maintenance Calculator (Tex. Fam. Code ch. 8, 4-pathway eligibility)L-04 FrictionADS App doubling as a qualification instrument — eligibility pathway answers are intake data.
4-step divorce process (Strategy Session → Petition → 60-Day Wait → Final Decree)L-07 ContinuityPublic Workflow — a chaptered guided path that ends in a booked strategy session.
4.5 rating / 171 ratings · Inc. 5000 · Law Firm 500 · Super Lawyers · board certification · U.S. Supreme Court admissionL-11 IdentityTrust chrome and objection handling; named-source proof for every credibility challenge.
9-field intake form + 12-category “Type of Matter” taxonomyL-06 Incentivelead_gen goal — conversational qualification and routing; replaces the nine-field wall.
Two offices · 23 city/county pages · Collin, Denton, Dallas, Tarrant, RockwallL-07 ContinuityZip-code geo-gate and office routing; statewide exception for special education.
5 attorney bios with distinct former-regulator backgrounds (TEA, DFPS, Texas AG)L-08 Modality FitVoice-mode persona and “who would handle my case” answers.
Testimonial themes (responsiveness, compassion, endurance, competence)L-03 ClaritySmart Display Responses — proof cards surfaced at the objection moment rather than as a wall of reviews.
MECLABS research corpus (not client IP)L-09 RigorMethodology toggle applied to every generated message.
Transcript capture from a property with no existing chat surfaceL-10 Signal IntegrityFirst-ever conversational intent data for this firm; establishes the optimization baseline.

Levers the site does not yet support

Gaps

  • L-06 monetization path — no pricing, no consultation fee, no Stripe surface. The subscription model is claimed but never quantified, so no paywall or subscription goal can be configured without client input.
  • L-05 partial — the “FAQs” page has no FAQ. Grounding for direct questions must be distilled from the blog rather than lifted.
  • L-11 partial — badge images carry no linked verification; award years are inconsistent across pages.
  • L-03 — no structured data (fees, timelines, hours) exists to render as cards.

The Eight Client Answers

  • Consultation fee — free or paid, and the amount
  • Office hours and after-hours / emergency policy
  • Practice-area → attorney routing rules
  • Accept-or-refer decision on Juvenile, CPS, Wills
  • Safety and escalation protocol for Domestic Violence
  • Current support-staff roster
  • Price band for the fixed-monthly model, even as a range
  • Scheduler integration target, if a calendar exists behind the form

Tracked as tickable items in §00B.

Build VerdictSufficient IP to ship a grounded lead_gen ADS without new content. Eight client answers convert it from grounded to authoritative.
09Conversion Science · Governing Equations

The math behind the agent

The conversion heuristic and the optimization machinery the self-optimizing system runs against transcripts.

Conversion HeuristicC = 4m + 3v + 2(i−f) − 2a
Variance / Sum of Squares∑(xᵢ − μ)²
Bayes’ TheoremP(A|B) = P(B|A)·P(A) / P(B)
Stationarity / Gradient = 0∇f(x) = 0
Shannon EntropyH(X) = −∑ p(x) log p(x)
Loss Minimum∂L/∂w = 0
10Technical Specification · ADS v3

The Agent Delivery System

One of multiple deployment surfaces inside the MECLABS AI platform — including Phone-to-Agent and Orchestrated Workflow. The ADS is the website-class surface: it embeds an Intelligence Package, Experts, Apps and Libraries into any external site as a configurable, instrumented, monetizable agent. A five-step pipeline that emits a single async <script> embed and exposes explicit control over every conversion-relevant variable.

§1 · Overview — a delivery system, not a chat widget

An Intelligence Package — one or more Experts, Apps and Libraries — is the cognition. On its own it can think, but it cannot ship. The Agent Delivery System is the runtime surface that takes that cognition and makes it deployable: rendering, input capture, session state, resource routing, analytics, identity, monetization. Where most platforms hand you a chatbot and a system prompt, the ADS hands you a configured pipeline of five discrete stages — each variable maps directly to behavior empirically tested against purchase outcomes in the MECLABS research corpus (10,000+ experiments; 11,000 original research articles and case studies).

§2 · System Architecture — three configurable layers

L1 · Intelligence Package

  • experts[]
  • apps[]
  • libraries[]
  • workflows[]
  • llm · 32 models

L2 · ADS Runtime

  • trigger engine
  • goal instrumentation
  • session & analytics
  • render (smart display)
  • voice bridge

L3 · Host Page

  • <script async> embed
  • z-index override
  • position binding
  • URL allow-list
  • whitelabel chrome

§3 · Configuration Pipeline — five steps

01 · Build Plan
  • ADS Name — unique identifier across analytics, payouts, communications.
  • Allowed website URLs — origin allow-list; embed refuses to load on unlisted origins.
  • Welcome message — first-impression copy rendered before any LLM call; tested independently of Expert prompt.
  • Disclaimer — regulatory/compliance banner, on/off by deployment.
  • Theme — light/dark + background image; inherits partner brand palette.
  • Live preview — real-time render against current config.
02 · Manage Resources
  • Experts — conversational agents; user-facing dialogue partners.
  • Apps — task-oriented agents with Simple / Custom / Button / HTTP / Auto action types.
  • Advanced Apps — composed with HTTP-request actions and external integrations.
  • Public Workflows — step-by-step guided processes inside the widget.
  • Libraries — document-grounded knowledge; custom instructions control grounding.
03 · Set Goals
  • Goal type — lead_gen · subscription · click_through · generic. Instruments analytics around the success event.
  • Stripe integration — OAuth link; enables subscription goal type; binds payout to this ADS.
  • Interaction limit — max interactions per session; free-tier metering before paywall.
04 · Map Triggers
  • Simple bar — always-visible engagement bar (default baseline).
  • Announcements — pop-up style for launches, promotions, time-sensitive events.
  • Custom embedding — DOM selector for inline placement (article, pricing block, mid-page).
  • Custom image — brand-native CTA graphic in place of generic chat icon.
  • Custom trigger logic — exit-intent, scroll-depth, time-on-page, cart-abandon, logged-in signals.
05 · Go Live
  • Position & full screen — bottom-left · center · float-center · bottom-right + viewport expansion.
  • Voice conversation mode — voice-native interaction path.
  • Custom z-index (v3) — override widget stacking order.
  • Disable analytics (v3) — hard-disable capture for regulated/privacy-first deployments.
  • Smart Display Responses (v3) — inline media, cards, structured layouts.
  • Whitelabel watermark — partner-level branding override.
  • Embed code — single async script snippet generated.

§4 · Conversion Lever Matrix — twelve levers

IDLeverControlDrives
L-01MotivationTrigger family & placementfirst-interaction rate
L-02Value ForceWelcome messagesecond-message rate (strongest predictor)
L-03ClaritySmart Display Responsesin-chat CTA click-through
L-04FrictionApp action typein-agent task completion
L-05AnxietyLibrary groundingtrust; reduces “is this made up?”
L-06IncentiveGoal type + Stripe paywallrevenue per session
L-07ContinuityContextual Activationmid-session task completion
L-08Modality FitVoice conversation modemobile & accessibility engagement
L-09RigorMECLABS Methodology togglemessage quality & downstream yes-rate
L-10Signal IntegrityTranscript analytics & exportoptimization loop; A/B decision quality
L-11IdentityTheme, watermark, whitelabelbrand fit
L-12DistributionURL allow-list & multi-property rolloutreach × conversion across portfolio

§5 · Embed Specification — single async script, origin-locked

<!-- MECLABS AI · Agent Delivery System --> <script async src="https://meclabsai.com/embed/ads.js?id=ADS_ID"></script>

§6 · Reference Use Cases — seven deployment patterns

UCPatternOutcome
UC-01Lead Generation ConciergeInline lead-capture surface tuned to second-message rate, replacing a static contact form.
UC-02Subscription Funnel w/ PaywallFree-interaction metering, then Stripe-bound paywall, converts traffic to recurring revenue.
UC-03Knowledge-Grounded SupportLibrary-grounded answers with optional source citation; high trust, low hallucination.
UC-04Cart-Abandon RecoveryExit-intent intercept with live inventory data & cards, recovering silent exits.
UC-05LMS / Guided TrainingStructured, measurable learning path with AI coaching on the client’s existing site.
UC-06Multi-Property Partner RolloutOne build, portfolio-wide deployment, partner-branded across every surface.
UC-07Voice-First Phone ConciergeSingle intelligence layer, two delivery surfaces, modality fit without duplicated build.

§7 · Integrated Adjacencies

The Thesis

The only agent that learns to convert your traffic. Pre-trained on 10,000 MECLABS experiments. Post-trained every day with your live interactions.

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