USE CASE · AGENTIC AI FOR AD TARGETING

Agentic AI for Ad Targeting

Retargeting, suppression and ABM audiences shaped the way each ad platform expects them, built from the same governed list, refreshed on a schedule, and pushed for approval. Targeting that tracks the pipeline instead of the last export.

ABM · RETARGETING · SUPPRESSIONSHAPED PER PLATFORMTRACKS THE PIPELINE
⟨ THE JOB TODAY ⟩

Where the week actually goes.

01 /

Targeting runs on a stale export

The ABM audience was uploaded when the campaign launched. Tier one has changed twice since; the ad account does not know.

02 /

Suppression is a memory

Customers and open deals get excluded when someone remembers to rebuild the list. Budget leaks in between.

03 /

Each platform is its own project

LinkedIn wants company names, Meta wants hashed emails, Google wants its template. The same audience five ways is a day nobody plans for.

TARGETING LEDGERWEEKLY REFRESH · LIVE
WITH ASTROFABRIC

What changes when agents carry the work.

ABM audiences from the target list

Tiered account lists pushed as matched company audiences to LinkedIn and contact audiences to Meta and Reddit, match rates read back.

audience_push · audience_status

Retargeting from signals and engagement

Accounts showing intent, replying to outreach or active in the pipeline kept in a refreshed audience for the campaign that should reach them next.

signals + CRM → cohort

Suppression enforced at the source

Customers, open deals, competitors and do-not-contact records held out before any audience exists and rebuilt weekly.

list_hygiene → suppression

Shaped for every platform

Pushed where a connection exists, exported as the exact upload file where it does not, from the same source list.

push · export · same list
MISSIONS YOU WOULD RUN

Described in plain language. Delivered end to end.

AUDIENCES & AD TARGETING

ABM audience refresh, weekly

The tiered target list pushed to LinkedIn and Meta every Monday, suppression applied, match rates posted to the channel.

ListsLinkedIn AdsMeta AdsSlack
ONE MISSION · EVIDENCE ATTACHED
AUDIENCES & AD TARGETING

Suppression audience from the CRM → Meta

Every customer and open opportunity as a suppression audience, rebuilt weekly so prospecting spend reaches new accounts.

HubSpotMeta Ads
ONE MISSION · EVIDENCE ATTACHED
AUDIENCES & AD TARGETING

LinkedIn lead forms → CRM, conversions back

Form leads enriched and synced to the CRM within minutes; qualified and closed-won events pushed back as conversions.

LinkedIn LeadsLinkedIn ConversionsHubSpot
ONE MISSION · EVIDENCE ATTACHED

Three of a hundred. The full playbook library ships in every workspace, and anything you can describe becomes a mission.

GOVERNED AUTONOMY

Safe enough to actually turn on.

⟨ CONTROL PLANE ⟩ENFORCED AT RUNTIME · NOT ADVISORY

Every push waits

Audience pushes park in the approval queue with the name, source list and row count until you approve.

Budgets stay in the ad account

The platform builds and refreshes audiences; campaigns, bids and budgets remain with your media buyer.

Only matching keys leave

Platforms receive hashed matching fields; scores, evidence and notes stay on the source list in your workspace.

FAQ

Questions, answered.

How does ABM targeting stay in sync with sales?

The audience is built from the same governed target list sales works, tiered and scored, and a standing mission rebuilds and pushes it on the cadence you set with suppression applied. When tier one changes in the CRM, the audience in LinkedIn and Meta changes with it after your approval.

Can it close the loop with conversions?

Yes. LinkedIn lead-gen form responses sync into the CRM enriched and scored, and qualified or closed-won events push back to LinkedIn as offline conversions, so optimization learns from pipeline rather than clicks. Every sync and push is logged and approval-gated.

What about platforms without a connection?

Google, TikTok, X and Pinterest receive upload-ready files in their exact customer-list format, exported from the same list with the same suppression, delivered to Drive or the thread. You upload under Audiences and the campaign has the list within the platform’s processing window.

⟨ DEPLOY ASTROFABRIC ⟩

Target the pipeline, refreshed weekly.

ABM, retargeting and suppression from one list, starting this afternoon.