Brands & Social Commerce
Coffee & Specialty F&B Brand Suite
From roast date to reorder: run your coffee or specialty food brand on social, subscriptions, and wholesale without dropping a single bag.
An operating system for a specialty coffee roaster or small food & beverage brand (hot sauce, granola, tea, and beyond) selling through Instagram, TikTok, Shopify, and wholesale accounts on Faire. F&B is won on freshness, story, and trust: subscribers need to know their next bag ships before it runs out, cafe accounts need reorder prompts before they run dry, and every follower scrolling past a post is one roast-date story away from a first purchase. This suite makes beautiful, educational content almost free: tasting-note reels, brew-guide carousels, and seasonal-launch imagery from a single product shot via Forma Studio. Then it works the levers every founder loses money on: subscription churn and skip rates, wholesale reorder timing, FIFO freshness alerts before old batches sit too long, limited-batch sell-through, and turning one-time buyers into subscribers.
Founder-led specialty coffee roasters and small F&B brands (hot sauce, granola, tea, spice, etc.) selling via Instagram, TikTok, Shopify with subscriptions (Recharge), and wholesale to cafes and retailers via Faire or direct outreach, with a phone-first content operation and a small team.
Illustrative failure hypotheses
Questions for the audit to verify
Content is slow: the feed goes quiet between drops and the algorithm punishes the silence
Subscription churn and skips are never acted on: customers pause and never resume, and no one follows up
Wholesale cafe accounts run dry and reorder from a competitor because no one sent a timely nudge
Old inventory sits past its freshness window because there's no FIFO alert, and quality complaints follow
Limited and seasonal batches sell through slowly with no coordinated launch, leaving revenue on the table
Tasting-note and brew education, the brand's best trust-builder, never gets turned into regular content
One-time buyers are never invited into a subscription, so repeat revenue stays low
Proposed starting point
A pilot hypothesis to review
Designed role · approval required
Brew Content Producer
Turns a single product shot or bag label into hero imagery, lifestyle scenes, and post-ready visuals for the feed.
The audit must validate the evidence, permissions, review boundary, and stop condition before this role enters a pilot scope.
Designed playbook
Proposed work streams and roles
These are configuration ideas to test during an audit. They are not autonomous workers or evidence of a live deployment.
Forma Core
Runs under every suite. The shared operating spine: front desk, follow-up, reputation, owner reporting, cash, and content.
Designed role descriptions ↓Close ↑
Front Desk
Captures and triages every inbound (email, web form, missed call, DM), then replies, classifies, and routes it to the right place.
Follow-Up Engine
Runs persistent, polite multi-touch follow-up on every quote, no-show, and stalled enquiry until it converts or is cleanly closed.
Reputation Engine
Asks happy customers for reviews at the right moment, drafts replies to every review, and routes negative feedback to a human first.
Owner's Digest
Compiles the weekly (and on-demand) operating picture into a plain-English brief: what happened, what's at risk, what needs a decision.
Money Flow
Issues and chases invoices, tracks AR aging, and reconciles payments so nothing slips and cash comes in faster.
Content Engine
Turns the brand kit into a steady cadence of social, email, and blog content, ready for one-click approval.
Content & Creative Studio
Turn product shots and tasting notes into a constant stream of on-brand visuals, reels, and educational carousels for every platform.
Designed role descriptions ↓Close ↑
Brew Content Producer
Turns a single product shot or bag label into hero imagery, lifestyle scenes, and post-ready visuals for the feed.
Tasting Note Reel Producer
A proposed role to scope and validate before any pilot use.
Brew Guide & Education Carousel
Designs swipe-worthy educational carousels (brew guides, tasting comparisons, origin maps, and pairing ideas) that build trust and saves.
Social & Community
Publish on cadence, answer every DM and comment fast, and surface trends and brand-fit audio before they peak.
Designed role descriptions ↓Close ↑
Social Scheduler & Publisher
Plans and publishes the weekly content calendar across Instagram and TikTok at the best times for the brand's audience.
DM & Community Concierge
Answers every DM and comment fast and on-brand: grind size, brew ratios, subscriptions, stockists, and shipping questions.
F&B Trend & Audio Scout
Surfaces rising coffee and food trends, brand-fit audio, and content angles before they peak so the brand leads the conversation.
DTC Sales & Subscription
Convert followers into first-time buyers, first-timers into subscribers, and catch every skip or churn before it sticks.
Designed role descriptions ↓Close ↑
DM-to-Order Closer
Turns interested DMs and abandoned checkouts into paid first orders, then pitches the subscription at the right moment.
Subscription Retention Agent
Catches subscription skips, pauses, and churn signals early and re-engages customers before they cancel for good.
Wholesale & Accounts
Keep every cafe and retail account stocked, reorder-prompted, and onboarded so wholesale revenue compounds.
Designed role descriptions ↓Close ↑
Wholesale Reorder Agent
Monitors buying cadence across cafe and retail accounts and sends timely reorder nudges before any account runs dry.
Faire Account Manager
Onboards new Faire buyers, keeps the catalogue and pricing current, and tracks wholesale performance across all retail accounts.
Inventory & Freshness
Enforce FIFO rotation, fire restock alerts before sellouts, and flag batches approaching their freshness window.
Designed role descriptions ↓Close ↑
Freshness & FIFO Sentinel
Tracks roast dates and batch ages across all inventory, enforces FIFO dispatch, and alerts before any batch crosses its freshness window.
Restock Forecast Agent
Forecasts stockouts on every SKU from live sales velocity and prompts reorders (and roast scheduling) before the brand sells out mid-campaign.
Retention & Growth
Orchestrate seasonal launches, activate creator seeding, and bring lapsed customers back with the right offer at the right time.
Designed role descriptions ↓Close ↑
Seasonal Drop Orchestrator
Runs limited and seasonal releases end-to-end: teaser content, waitlist, countdown, launch-day push, and sell-through tracking.
Creator Seeding Outreach
Finds brand-fit micro-creators in coffee, food, and lifestyle, pitches product seeding, and tracks the UGC produced.
Winback & Subscription Upsell Agent
Re-engages lapsed one-time buyers with the right offer and converts repeat buyers into subscribers at the optimal moment.
Measurement design
Candidate measures to baseline
These labels do not claim a result. The audit must define the source, window, method, baseline, and owner before a metric can support a pilot decision.
Content output per week
Posts, reels, and carousels produced. The feed is the storefront for a social-first F&B brand.
Subscription churn rate
Share of subscribers cancelling each month, the single biggest lever on recurring revenue.
Wholesale reorder rate
Share of cafe and retail accounts that reorder within their expected window, the health signal for the wholesale channel.
Freshness write-off value
Cost of stock discarded or heavily discounted due to age. It directly cuts into margin and signals FIFO failures.
DM-to-order conversion
Share of buying-intent DMs that become paid orders, the conversion rate for the brand's biggest sales channel.
Repeat purchase and subscriber LTV
A candidate metric; its source and baseline are not yet defined.
Connector boundary
Availability is scoped per controlled pilot
Connector names in the internal playbook are planning inputs, not a public integration promise. Current code-live readers are bounded and require account-specific verification before use.
See the commerce pilot boundaries →Audit first
Validate the playbook against your operation.
Pricing, scope, data access, review boundaries, and success measures are agreed in writing before any paid work.
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