Distribution & paid media

Publish everywhere, on the gate

Posts, ads, email, CMS, landing pages — through your own accounts. Each gated by you, measured into the next plan.

hub and spokesdistribution map
campaignapproved⟵ per-channel scoresLinkedInXFacebookInstagramYouTubeTikTokRedditGoogle AdsMeta AdsLinkedIn SponsoredX PromotedEmailCMSLanding pagespaid — lands paused

Hover or focus a channel to trace its route.

One campaign, out and backsolid out · dashed returns

Hub and spokes

Every channel, one motion.

One sign-off fans out native posts and paid creative. The scores ride the same routes back.

One manager, every account

Composed fresh per platform — never one master post trimmed to fit.

  • Channel-native posts, carousels, and threads, built per platform spec
  • Your own LinkedIn, X, Facebook, Instagram, YouTube, TikTok, Reddit
  • @Cohenta in Slack, Teams, ChatGPT, Claude — plus CLI and API

Routed where each post belongs

One flagship asset becomes native cuts — never copy-pasted.

  • Per-platform metadata for YouTube, LinkedIn, X, Instagram, TikTok
  • Numbers appear only when you supply them — never invented
  • Publish and analytics scopes confirmed before a post leaves

Ad copy that fits the box

Clamped to platform limits, A/B built in. Google Ads land paused.

  • Creative for Google Search RSA, Meta, LinkedIn Sponsored, X Promoted
  • Field limits enforced per platform — no clipped or rejected copy
  • Google Ads created paused for review before any spend

Governed publish

Nothing ships unapproved

Brand-safety and source-grounding gates read every asset before it leaves. What they catch is flagged with a severity — never silently rewritten. Run auto, semi, or manual; a human holds the last gate.

No babysitter

Set the cadence once

Every asset queues at its campaign-relative time and releases on schedule — the campaign drips out at your pace. Scheduling is idempotent: no double-posts on a restart or re-run. Optional live distribution fires as each item comes due.

day-offset queueD+0D+7D+14nowreleasedqueued
The drip queueidempotent — safe to re-run
configreference onlyyour keychainor your cloud vaultresolved at publishchannelposts on confirmkeys stop herekeyscohenta cloudlicense · updatesnever in the path
The custody boundarycohenta holds nothing

Held by you

Credentials never reach Cohenta

Your channel accounts are connected in your environment and stay there. Campaign config holds references, not values; the Runner resolves each one from your keychain or vault, locally, at publish time.

  • Keychain on a laptop; Azure, AWS, GCP, or HashiCorp Vault in the cloud
  • No key in a tool argument, a log line, or any call to Cohenta
  • Publishing waits for your explicit confirm, in every mode

Closed loop

Spend follows what works.

Attribution and analytics stream back into one store. The next plan starts from evidence, not instinct.

measurega4 + native · one schemascore0–1 vs the mixtunea/b → next cyclespend → what works
The loop, closedbudget shifts every cycle

Measure

GA4 numbers land beside each network's own metrics, in one schema.

Score

Each channel earns a 0-to-1 score against the rest of the mix.

Tune

A/B winners and your feedback become the nudge for the next cycle.

The details

Asked and answered.

What does the AI social media manager cover?
It writes channel-native posts, gates each one for your approval, schedules to your cadence, and publishes through your own accounts. What it measures feeds the next campaign.
How does the ad copy generator avoid rejected ads?
Every ad is built for its platform — Google Search RSA, Meta, LinkedIn Sponsored, X Promoted — and clamped to its field limits. Google Ads are created paused, and a z-test names the winning A/B variant.
Does it publish automatically?
Only if you let it: choose auto, semi, or manual mode. In every mode assets clear the gates first, and nothing publishes until you press Approve in Slack or Teams.
Are my account credentials safe?
Yes. Credentials sit in your own keychain or vault, and campaign config points to them by reference — the Runner reads the value locally when it publishes. Cohenta never receives or stores them.
How does it know which channels are working?
It pulls GA4 attribution and per-channel analytics into one store and scores each channel from 0 to 1. Those scores, A/B winners, and your feedback steer where the next campaign focuses.
Will the same post go out twice if a run restarts?
No — scheduling is idempotent, so the same asset never double-posts on a restart or re-run. The library also deduplicates content by hash, so re-runs never spawn near-identical copies.
How does it make sure published assets are still in license?
Assets live in a versioned, content-addressed library that tracks licensing, rights, and provenance. Expiry, restrictions, and channel licensing are checked before a post leaves — nothing out of license reaches a live feed.

The short path

Your launch, on rails

Connect your accounts once. Scheduling, publishing, and measurement follow the plan — every post traceable.

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