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Your whole editorial team,
rebuilt as agents.

Up to nine specialists research, write, design, fact-check, and publish — every article, start to finish, on autopilot.

ResearcherStrategistWriterDesignerLinkerEditorMerchant ResearcherStrategistWriterDesignerLinkerEditorMerchant
Researcher

Reads real, credible pages and keeps the receipts — so every claim can be traced back to its source.

nngroup.com
UX study
statista.com
Market size
shopify.com
Conversion
hbr.org
Buyer research
pewresearch.org
Survey data
gartner.com
Forecast
Strategist

Checks everything you've already published so it never sends you down the same road twice.

cold brew ratioKD 12
burr vs blade grinderKD 18
pour over guideKD 21
grind size chartKD 15
water temperatureKD 9
bean storageKD 11
Writer

Builds the piece section by section, each picking up from the last, so it reads as one unbroken thought.

The fastest way to brew a balanced cup at home starts long before the water touches the grounds, and it begins with a ratio you can trust — a level one-to-sixteen of coffee to water gives you room to dial in either direction without ever starting over. Grind size is the next lever to pull, coarser for a slower extraction and finer the moment the cup starts to taste thin or sour, and water just off the boil around ninety-four degrees pulls real sweetness without scorching the more delicate notes. Pour in slow concentric circles so every ground is saturated evenly from the very first bloom through to the final drawdown, then let the bed settle, taste with intention, and adjust a single variable at a time until the flavour lands exactly where you want it. Store your beans away from light, heat, and air, grind only what you need for the next cup, and let small repeatable habits do the work that expensive gear never will.

The fastest way to brew a balanced cup at home starts long before the water touches the grounds, and it begins with a ratio you can trust — a level one-to-sixteen of coffee to water gives you room to dial in either direction without ever starting over. Grind size is the next lever to pull, coarser for a slower extraction and finer the moment the cup starts to taste thin or sour, and water just off the boil around ninety-four degrees pulls real sweetness without scorching the more delicate notes. Pour in slow concentric circles so every ground is saturated evenly from the very first bloom through to the final drawdown, then let the bed settle, taste with intention, and adjust a single variable at a time until the flavour lands exactly where you want it. Store your beans away from light, heat, and air, grind only what you need for the next cup, and let small repeatable habits do the work that expensive gear never will.

Designer

Builds the entire visual layer — imagery, layout, data viz — so every page looks deliberate, not generated.

[01]
Dial the ratio
Start at 1:16, adjust to taste.
[02]
Set the grind
Coarser to slow it down.
[03]
Pour & bloom
Slow concentric circles.
01
Dial the ratio
Start at 1:16.
02
Set the grind
Coarser to slow it.
03
Pour & bloom
Even saturation.
Editor

Holds every figure to the evidence — anything it can't trace gets reworded or cut.

Cold brew has quietly grown into a $4.2B category, up 73% since 2019 as more people skip the café and save about $5 a cup making it at home. The average drinker now goes through 14 cups a month — nearly the 2020 figure — and when asked what would make them switch, 9 in 10 pointed straight at a better, more consistent ratio.

Home espresso has stopped being niche — machine sales jumped 38% last year as the kitchen counter became the new coffee bar. A typical first setup runs about $480, an 18g dose pulls a dialed-in shot in roughly 25 seconds, and 6 in 10 new buyers say grind size is what made it click — saving close to $4 a drink versus the café.

Matcha has gone from speciality to staple, with searches up 120% since 2021 — nearly pre-pandemic levels — and the category swelling into a $3.1B market. Roughly 2.5M new drinkers tried it this year alone, 68% of them under 35, and across the bestsellers it holds a 4.7-star average.

Loose-leaf tea is having a moment as drinkers slow down and brew with intent. The average enthusiast makes 3 cups a day, steeps each for about 4 minutes, spends around $22 a month topping up, and keeps 5 blends within reach — and given the choice, 8 in 10 now reach for loose leaf, a 40% jump in two years.

Merchant

Reads the finished article and surfaces a product right when it would actually help.

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Orchestrator

Your Whole Crew, One Chat.

One Orchestrator, one thread. Ask for an article and the full crew goes to work — research, drafting, fact-checking, design, publishing — every step visible as it happens.

Flows
Crawling Sources
Querying top 100 search results…
47 indexed sources matched
Cross-reference complete
Mining Keywords
14 untapped terms detected
Estimated traffic: 8.2K / month
Prioritised by search intent
Scanning Competitors
Identified 6 top competitors
Domain authority range: 38–62
4 unaddressed topic gaps found
Building Outline
Drafting H2 / H3 hierarchy…
5 sections outlined
Structure validated against intent
Drafting Sections
Writing intro + 5 H2 blocks
1,840 words generated
Tone matched to brand voice
Fact-Checking
Tracing every statistic
23 claims cross-verified
Sources cited inline
Designing Visuals
Art-directing 6 images
Palette locked to brand
Alt text written for each
Optimizing SEO
Meta + schema generated
Internal links mapped
SEO score: 94 / 100
Publishing Live
Rendering final layout
Sitemap pinged to Google
Live at your domain
Orchestrator

One Article, On Demand.

Type a topic whenever you want one. Echo, Sage, Quill and the rest pick it up in order — researching, outlining, writing, checking — and you watch each finish.

Orchestrator

Your Data, in Plain English.

Skip the dashboards. Ask for revenue, top products or cart recovery and it reads straight from your store, then charts the answer in the chat.

Orchestrator

Size Up Any Competitor.

Drop in a domain and it reads their site directly — ranked keywords, categories, search volumes — then shows you where the openings are.

Autopilot

Your Content, on a Schedule.

Choose a cadence and step away. It picks an angle you haven't covered, writes it, verifies every claim, and publishes — hands-off.

Always on

You pick the days and times — it publishes on that cadence, week after week.

Self-checking

Checks each claim against the evidence ledger and drops whatever can't be backed up.

Revenue grew 24% in Q310-K
Cart abandonment fell to 61%GA4
Traffic tripled overnight
Avg. order value up to $84Shopify
Returns under 3% all yearreturns
Best quarter in history
12k new subscribersCRM
Never repeats

Reads everything you've published, then picks an angle the existing articles leave open.

Echo

Backs every claim with a source.

Reads across the live web, pulls the facts and figures that matter, and pins each one to a source — so the writer states what's true, not what sounds right.

Scout

Finds what's worth writing.

Pulls thousands of keywords from live search data — volume, difficulty, intent — and surfaces the handful you can actually win.

Sage

Turns the research into a blueprint.

Shapes the outline section by section, hands each one the facts it should cover, and checks every title against what you've already published — so the angle is always one you haven't written.

Quill

Written by the Swarm.

One article, built section by section — each writer picks up the exact line the last one left, advances the argument, never repeats, and can only state what it can trace to a source.

In parallel

The finishing pass, all at once.

Three agents wrap the piece up together — generating images, building charts from the data, and weaving it into your site's internal links.

Iris

Generates the images for every section.

Vega

Turns the data into charts readers can scan.

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Direct0%
Social0%
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Affiliate0%
Paid0%
Nexus

Wires it into your site's internal links.

email marketingThe 2026 Email Guide
segmentationSegmentation 101
A/B testingSubject Line Tests
automationWorkflow Playbook
deliverabilityInbox Placement Guide
open rates2026 Benchmark Report
cold outreachOutreach Templates
Verity

Ships only what it can prove.

Reads the finished draft against the evidence ledger — every figure that traces to a source stays exactly as written, and anything it can't back up gets reworded or cut. It never invents a stat, so every number left is one a reader could verify.

Let the agents take it from here.

Connect your domain and your crew starts publishing and ranking on it — you don't touch a thing.