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AI growth-consulting engine

A full growth engagement from one URL — without the 80 hours or the AI slop.

aiCRO reads the site and produces the whole deliverable — analysis, positioning, a rebuilt site inside a guided preview, and a GTM kit per funded customer group — evidence-graded and self-contained, opening from a file with no server and no install.

Open it and check the arithmetic yourself — a real engagement, not a guided demo. In the demo, the diagnosis is one number: 0 [measured] ways to see a price and book online today — alongside 6 named demand leaks, two critical.

5 deliverables opens from file:// zero network requests

marigoldhome.co/

Exhibit 02 Counted, not claimed

The proof is the product’s own facts.

No customer logos yet, and no invented counts. Every number below is a true fact about what the engine ships — and the work it stands in for is the $10K–$50K, weeks-long engagement a firm bills. The storefront grades itself the way the engine grades a deliverable.

5 Self-contained deliverables per engagement — the cover, the book, the plan, the website, and a GTM kit per funded customer group.
4phases, 1gate Intake → strategy → build → QA, with a single human gate between strategy and build. Nothing inside a phase needs babysitting.
3tags +1 Three evidence tags — measured, benchmark, estimate — plus the verify-before-publishing gate on any flattering client claim.
0 Dependencies. Opens from file://, makes zero network requests, survives zip → email → unzip. Nothing phones home.

Exhibit 03 The problem

Five sub-30-minute fixes sat undone for 14 months. The governing fact behind aiCRO — the constraint was never insight. It was owner time and activation energy.

The audit isn’t the hard part. Getting it acted on is.

A real growth engagement — positioning, ICPs, a sales motion, a rebuilt site, per-segment GTM — takes a skilled human 40–80 hours and a deep bench of frameworks. The people who need it most can’t afford that. The people who could produce it can’t produce it fast enough to be worth their time.

So the real problem is two-sided: producing the engagement is too slow and expensive, and the engagement that gets produced doesn’t get acted on. The audits that do get made overwhelmingly get ignored.

Each escape hatch fails its own way. Doing it yourself assumes 80 hours and framework fluency you don’t have. A raw AI prompt is fast, but it invents numbers, hallucinates competitors with no citable URL, and reads like slop that embarrasses you in front of a client. And a firm is $10K–$50K and weeks of calendar time — and the deliverable is usually a deck that describes what to do, not a finished site you publish. It still ends in a to-do list the owner ignores.

Exhibit 04 What aiCRO does

The deliverable a firm hands over — at a prompt’s speed, with every number source-tagged and a standing auditor re-multiplying the deal math.

Each benefit below is a before → after, not a feature. The proof sits in the same card as the claim — and where the claim is evidence-grading, the card shows a real tag.

Consulting-grade, not slop

From a number you quietly discount to one a client can trust.

A raw prompt invents numbers and hallucinates competitors with no citable URL. aiCRO produces a positioning map, deal math, a phased roadmap, and a rebuilt site — structured, cited, and finished, not prose that embarrasses you in front of a client.

Ends in a finished site

From a deck that describes what to do to a site you publish.

A firm — and a prompt — stops at advice: a to-do list the owner ignores. aiCRO ends at a rebuilt site that ships ready to publish, with the reasoning beside every section. Not “rewrite your hero,” but here is your new hero.

Evidence-graded

From an AI number you discount to a number that shows its work.

Every figure ships tagged or it gets cut, and a standing arithmetic auditor re-multiplies every deal-math strip. A deal-math number ships as $8,400 [measured], never a bare figure; every named company carries a citable URL.

Self-contained

From “read the README on the server” to a folder you email.

Zero server, zero CDN, zero webfonts, zero frameworks; system fonts only. The whole engagement opens from file://, makes zero network requests, survives zip → email → unzip, and nothing phones home.

Done-with-you

From 40–80 hours of analysis to paste-ready copy — with your hand on the publish button.

aiCRO is not an agency and refuses to become one. It removes the analysis, framework-sequencing, and assembly. What it deliberately leaves you is the publish button — because no operator wants an AI pushing live changes to a client’s site unsupervised. The last mile isn’t leftover work; it’s the control you’d never give up.

Exhibit 05 The pipeline

Four phases, one human gate. Starting takes a URL.

aiCRO is a four-phase pipeline, not a prompt you re-run hopefully. Agents read from disk, write to disk, and pass manifests — so the engagement is reproducible, and nothing inside a phase needs babysitting.

Exhibit 05.1The four-phase pipelineOne operator gate sits between strategy and build — confirm the customer-group set and the defunding decision, then it runs to QA.
Phase 1

Point it at a URL

Intake reads the actual site, not a template. The engagement is per-site and per-segment from the first phase.

Phase 2

It researches and strategizes

Strategy derives positioning, the customer groups, deal math, and a defunding line — exactly one Primary group, in writing.

Human gate
Phase 3

It builds the engagement

Build assembles the five deliverables — the rebuilt site inside a guided preview, the book, the plan, and a GTM kit per group.

Phase 4

QA grades it, you ship

A four-lens panel checks the work and surfaces its own residuals. You get a folder built backwards from “will a busy owner act on this in 20 minutes?”

Exhibit 06 The deliverable

Hand a client a rebuilt website with the reasoning beside every section — not an audit they’ll ignore.

Point aiCRO at a URL and it produces five self-contained artifacts per engagement, under one folder. The flagship is the website: the rebuilt site rendered inside a simulated browser, with a scroll-synced guidance sidebar that argues every decision and cites the analysis behind it.

Exhibit 07 Straight answers

The three things you’re right to ask first.

No hedging, no “we recommend.” The straight answer to each, and the discipline shown rather than claimed — because the page should grade its own claims the way the engine grades a deliverable.

“This is just AI slop with a nice template.”

Open a real engagement and check the arithmetic yourself. Every number is source-tagged; every named company has a citable URL; a standing arithmetic auditor re-multiplies the deal math. And read the refusal list: no SWOT or PESTLE theater, no “this program is worth $200K” upside multiples, no unverifiable attributions. A template can’t refuse those.

[measured] [benchmark] [estimate] [verify before publishing]

Every figure ships carrying one of these, or it gets cut. The fourth gates any flattering claim about the client until it’s confirmed.

“Will it actually work for my client / industry?”

The output reads your site, not a template — it’s per-site and per-segment. The demo engagement is a premium home-cleaning company: a rebuilt site shown inside a guided preview, five customer groups with deal math, with exactly one funded as Primary — and a paste-ready go-to-market kit for that Primary group, a consulting book, and a 90-day plan. It works because it analyzes the actual business, not a category average. Open it — the specificity is the proof.

“How much effort is this — will the client even act on it?”

Starting takes a URL. The output takes zero setup to consume — it opens from file://, no install, no server, no account. And the whole thing is built backwards from will a busy owner act on this in 20 minutes? — that’s the cover’s 20-minute path and the plan’s per-task minute counts and click-paths. aiCRO’s founding fact is that adoption, not analysis, is the constraint; the deliverables are shaped around it.

Not for someone who wants a one-click report they’ll never open. Not done-for-you — aiCRO ends at paste-ready, you ship. And not for the hands-off skeptic who won’t open the sample: the strongest proof is a real engagement you can inspect, and if you won’t look, no testimonial will move you.

Exhibit 08 Versus the alternatives

DIY can’t. A firm is slow and stops at a deck. A raw prompt ships slop. Skill packs are parts.

Readers compare, and one-sided claims lose — so this says what each alternative is genuinely better at. aiCRO’s edge is narrow and specific: grade-able, shippable, done-with-you output in a day, not the month a bespoke engagement costs.

Exhibit 08.1An honest comparisonA senior consultant brings judgment and accountability aiCRO doesn’t; a raw prompt is free and instant. Each column keeps the ✓ it earns.
  aiCRO DIY (yourself) Hire a firm A generic prompt (ChatGPT) Marketing-skill packs
Complete, assembled engagement Yes No Yes No No
Evidence-graded — every number shows its source Yes Up to you Sometimes Invents numbers Per skill
Ends in a finished site you publish Yes No Stops at a deck Stops at advice No
Human judgment & accountability You, on the last mile Yours Yes None None
Free & instant No Free, not fast $10K–$50K, weeks Yes Cheap parts
Hours it takes you A day, not a month 40–80 hours Weeks of calendar Fast, then re-work You assemble it

Who each is best for

DIY is best for the operator who has 80 spare hours and real framework fluency, and wants total control of every call. A firm is best when you need a named human’s judgment and accountability on the hook — that’s worth $10K–$50K and weeks, and it’s a thing aiCRO genuinely doesn’t give you. A generic prompt is best when you want a free, instant first draft and the stakes are low enough that invented numbers and a missing structure don’t matter. Skill packs are best when you’re already the consultant and just want sharper individual tools — a copywriting skill, a CRO skill — to sequence yourself.

aiCRO wins for one specific profile: the operator who needs to produce consulting-grade engagements repeatably without burning a month each — and who will act on the output rather than file it.

Exhibit 09 See it for yourself

A 14-month-old audit that sat undone becomes a 20-minute path a busy owner actually finishes.

A self-contained folder you email, with every number showing its source. The most convincing thing about aiCRO isn’t a claim on this page; it’s the engagement you can open and check yourself.

Open a real engagement and inspect it before you ever run your own — and nothing ships to a client until you say so.

Point Claude Code at process/workflows/RUN.md · then hand it a URL.