Brand memory for AI-pilled DTC operators

Brand memory that stays fresh — every AI tool.

Decisions, ingested data, and brand updates flow into your memory automatically — then ship to Claude, ChatGPT, Cursor, Gemini, or any custom GPT you use. Manual files go stale; Dough doesn’t.

Same brand. Every AI tool. Always current.

Start with Dough See how it works

50 of 50 spots remaining·$50/mo founding · $100/mo standard

Decisions stay fresh

Ingest from anywhere

Bring any AI tool

Memory stays current

dough — monday brief

example output · fictional brand · for illustration only

One brand memory · four AI tools · always fresh

Brand memory

Acme Outdoor

decisions · goals · voice

always fresh

Claude
Brand memory in CLAUDE.md, refreshed automatically.
ChatGPT
Custom instructions that stay in sync with reality.
Cursor
Project rules in .cursorrules, current with every commit.
Gemini
Gems and saved info, populated from confirmed memory.

Same memory · each tool’s native format

Claudefresh

# Acme Outdoor — brand memory
## Voice
Direct, gear-nerdy, no fluff.
## Last decision (2d ago)
Pause Meta retargeting — CAC up 38% MoM.

ChatGPTfresh

Acme Outdoor: $14M DTC, primary channel Meta + organic.
Voice: direct, gear-nerdy.
Do NOT recommend Meta scaling — paused 2d ago (CAC +38%).

Cursorfresh

# .cursorrules — Acme Outdoor
Match direct, gear-nerdy voice in copy.
Never generate Meta ad copy — channel paused 2d ago.

Geminifresh

Brand: Acme Outdoor. Voice: direct, gear-nerdy.
Active constraints: Meta paused (CAC +38%, 2d ago).
Focus channels: organic + email.

The pain

The files you maintain by hand
go stale the moment your brand evolves.

You’ve already tried to give your AI tools a sense of your brand. A CLAUDE.md for Claude. Custom instructions for ChatGPT. A .cursorrules for Cursor. Maybe a doc in Obsidian. Each one updated by hand, the morning you set it up.

Then you raised your CAC ceiling. Shifted inventory posture for Q4. Hired a new copywriter with a sharper voice. None of those files got the memo.

Manual brand memory drifts. Dough keeps it fresh — and pours it into every AI tool you already use.

Manual files (going stale)

CLAUDE.mdClaude
Brand voice: confident, founder-led. Hero CAC ceiling: $42. Inventory posture: conservative.
Edited Mar 12
customGPT instructionsChatGPT
You are the Acme Outdoor brand assistant. Tone: warm, plainspoken. Avoid pushy promo language.
Edited Feb 28
.cursorrulesCursor
Component naming: kebab-case files, PascalCase exports. Copy reviewer: Mara. CTA verbs: Claim, Start, Pour.
Edited Jan 09

Each file was right the day you wrote it. None of them know what your brand decided this morning.

Dough memory (always fresh)

Today, 9:14am
Hero CAC ceiling raised to $48
Decided in this morning's standup. Every AI tool now answers with the new ceiling — without you editing three files.
Yesterday
Black Friday inventory posture: aggressive
You override your default conservative stance for the holiday window. Captured once. Reflected everywhere your team prompts.
This week
New SKU launch: trail-runner v2
Positioning, price, target persona, launch window. Flows into Claude, ChatGPT, Cursor — the same brand truth, in each tool's native shape.

One memory — captured once. Flows into Claude, ChatGPT, Cursor, and any other AI tool your team uses, in each tool’s native format.

The product

One brand memory. Many AI tools.

Three steps turn the reality of running your brand into renderer outputs every AI tool can use — without you maintaining a scattered set of files by hand.

01
Step
Capture
Forwarded emails, Slack mentions, ingested docs become source evidence.
Drop a file. Forward an email. CC Dough on the Slack thread. Brand decisions, customer signals, and operating notes flow in as source evidence — without you stopping to write them up in a markdown file.
02
Step
Confirm
You review extracted memories in the Memory Inbox before they go live.
Dough proposes the structured memory it extracted from your evidence. You scan the inbox and confirm, edit, or reject. Nothing ships to your AI tools until you say so — your brand voice stays yours.
03
Step
Consume
Confirmed memory ships to whichever AI tool you use, automatically refreshed.
The same brand memory renders into Claude, ChatGPT, Cursor, Gemini, Slack — and any MCP-capable tool you add later. One source of truth, in each tool's native shape, refreshed the moment your brand evolves.

Always-fresh memory in Claude · Cursor · ChatGPT · Gemini · Slack · your tool. One source of truth — rendered wherever your team and your AI already work.

Same memory · 3 AI tools

One brand memory.
Every AI tool you use.

Dough writes the same memory into Claude, ChatGPT, and Cursor. Ask any of them “Should we increase Meta ad spend?” and Acme Outdoor gets the same grounded answer — because every tool is reading from the same fresh source. Your tool choice stops mattering.

Should we increase Meta ad spend?

Claude

Brand memory in CLAUDE.md, refreshed automatically.

Answer · Claude

No — hold spend flat.

Meta retargeting was paused 2 days ago after CAC ran 38% over plan. Reallocate to organic + email until the 14-day pause window closes; the team's blended-CAC ceiling is $52, and current numbers don't justify scaling.

Memory consulted

Decision: pause Meta retargeting (2d ago, CAC +38%)
Constraint: blended CAC ≤ $52
Active focus: organic + email

ChatGPT

Custom instructions that stay in sync with reality.

Answer · ChatGPT

Don't increase Meta spend this week. You paused retargeting 2 days ago because CAC ran 38% over plan.

Better move: keep Meta flat, lean into organic and email (the 2x/week cadence is recovering opens), and revisit after the 14-day pause window.

Memory consulted

Decision: pause Meta retargeting (2d ago, CAC +38%)
Constraint: blended CAC ≤ $52
Active focus: organic + email

Cursor

Project rules in .cursorrules, current with every commit.

Answer · Cursor

// recommendation: hold // Meta retargeting paused 2d ago (CAC +38% MoM). // Channel constraint active until 2026-05-19. // Reallocate budget → organic + email; respect $52 blended-CAC ceiling.

Memory consulted

Decision: pause Meta retargeting (2d ago, CAC +38%)
Constraint: blended CAC ≤ $52
Active focus: organic + email

Without Dough memory · any AIfor contrast

What changes · 8 differentiators

surfaceinfrastructure
read-onlywrite-back
manuallive
on-demandscheduled
user-scopedbrand-scoped
conversationstructured memory
one-shotloop closure
same-promptbrand-state

Side-tools land on the left of every row. Dough lands on the right. Same memory across every tool — the substrate is the difference.

How Dough fits in your stack

Dough doesn’t replace your tools.
It orchestrates above them.

Your data warehouse stays where it is. Your attribution layer stays where it is. Your project tool, your wiki, your AI coding tools — all stay where they are. Dough is the layer above them. Your operating philosophy lives here. Your decisions get captured here. Your team and your AI tools read against the same source of truth here.

Read flows·read-only by design

AI tools

ClaudeCursorChatGPT

↓ MCP

Dough MCP server

read-only · 5 tools

↓ exposes substrate

Dough substrate

62 primitives · 10 clusters

Read tools5

· get_daily_brief
· get_vital_signs
· get_alerts
· get_cash_position
· get_product_recommendations

Read-only by design

Your AI tools read your substrate; they don’t change it. Brand decisions stay in your hands — no agent overrides, no silent rewrites, no surface-area for a hallucination to mutate state you care about.

Connect what you already pay for. Dough makes them all share context.

The category

The operating harness,
not another dashboard.

Dashboards show you what happened. Analytics tools tell you what to measure. AI agents do tasks for you.

None of them know what your brand has decided.

Dough is the layer above all of them. Your philosophy is the source of truth. Your tools are inputs. Every brief, nudge, draft, and action gets paced against what you actually believe — not what’s average, not what’s recommended, not what one platform wants you to do.

Your philosophy

Principles

Priorities

Risk tolerance

Growth vs profit

Automation tolerance

Decision velocity

Dough substrate

Memory

Plan

Decisions

Daily brief

Agent context

Learnings

Your tools

Shopify

Meta Ads

Klaviyo

Analytics

Mercury

Slack

Polar

AI agents

Daily brief

Nudges

Drafts

Decisions

Pricing

One price.
Founding cohort gets half off.

Beta launch. Single tier. No tier gating, no usage caps, no seat math, no “talk to sales.”

Founding cohort · 50% off

Dough

$50/month$100

Founding rate locked for the life of your account

50 of 50 spots remaining

Operating substrate (philosophy, plan, decisions, memory)
Daily Brief + Pace + Nudge engine
Drop-zone ingestion — any file, any format
MCP server for your AI tools
All integrations (Shopify, Klaviyo, Meta, Google, GA4, Mercury)
BYO Claude API key
Unlimited users

Claim founding rate

14-day free trial · No credit card required

Cancel anytimeMonth-to-monthBYO Claude API keyUnlimited users

Why Dough exists

Operating coherence
is the missing layer.

Most brands don’t lack tools. They lack a system that turns context into decisions — consistently.

Dough is the operating harness for DTC brands. It unifies your philosophy, your data, and your team into a single loop that compounds.

Less noise. More signal. Better decisions. Every day.

Read the full manifesto →

A note from our founder

Matt Lady

“After years of building with DTC brands, I kept seeing the same pattern: brilliant teams, best-in-class tools, and a missing layer to make it all work together. Dough is that layer.”

— Matt Lady

50 of 50 spots remaining

Stop being the connective tissue.
Run your brand on Dough.

Install your philosophy. Connect your tools. Get to better decisions every day. Beta pricing — $50/month for the founding cohort, $100/month standard.

Same brand. Every AI tool. Always current. Because Dough keeps your memory fresh.

Claim founding rate See how it works

$50 founding · $100 standardFirst 50 customers locked for lifeBring your own Claude key14-day free trial

Brand memory that stays fresh — every AI tool.

The files you maintain by handgo stale the moment your brand evolves.

Hero CAC ceiling raised to $48

Black Friday inventory posture: aggressive

New SKU launch: trail-runner v2

One brand memory. Many AI tools.

Capture

Confirm

Consume

One brand memory.Every AI tool you use.

Dough doesn’t replace your tools.It orchestrates above them.

The operating harness,not another dashboard.

One price.Founding cohort gets half off.

Operating coherenceis the missing layer.

Stop being the connective tissue.Run your brand on Dough.

The files you maintain by hand
go stale the moment your brand evolves.

One brand memory.
Every AI tool you use.

Dough doesn’t replace your tools.
It orchestrates above them.

The operating harness,
not another dashboard.

One price.
Founding cohort gets half off.

Operating coherence
is the missing layer.

Stop being the connective tissue.
Run your brand on Dough.