⟨ 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
3
audience types

ABM, retargeting and suppression built from the same governed list and refreshed together.

7
platforms served

LinkedIn, Meta and Reddit pushed directly; Google, TikTok, X and Pinterest as upload-ready files.

weekly
suppression rebuilt

Customers, open deals and competitors held out on the cadence you set, before any audience exists.

1
approval per push

Every push parks with its name, source list and row count; campaigns stay with your media buyer.

⟨ 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 LEDGER ⟩WEEKLY 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
⟨ HOW IT WORKS ⟩

From objective to delivered rows.

  1. 01 · OBJECTIVE

    Tier the list

    The target-account list read from the CRM or a saved list, tiered and scored, with customers, open deals and competitors identified for suppression.

  2. 02 · IDENTIFY

    Build the cohorts

    ABM tiers, retargeting cohorts from intent and engagement, and the suppression set, each as a persistent list.

  3. 03 · SUPPRESS

    Apply suppression

    The suppression set removed from every prospecting audience before it exists, and checked again before the push.

  4. 04 · SHAPE

    Shape per platform

    Company keys for LinkedIn, hashed contacts for Meta and Reddit, customer-list templates for Google, TikTok, X and Pinterest.

  5. 05 · DELIVER

    Push or export

    Pushed through connected ad accounts and staged for approval; exported to Drive as upload-ready files elsewhere.

  6. 06 · REFRESH

    Read back and refresh

    Match rates recorded on the source list, lead-form responses synced to the CRM, and the whole build rerun weekly.

⟨ THE DATA ON EVERY ROW ⟩
ABM tierCompany name and domainHashed work emailFit scoreIntent trajectoryOutreach engagementPipeline stageCustomer statusOpen opportunity flagCompetitor flagDo-not-contact statusPlatform formatMatch rateLead-form source campaignConversion eventRefresh date
⟨ USE CASES ⟩

The jobs this page was written for.

Tiered ABM, refreshed weekly

Tier one to LinkedIn as a company audience, tiers one and two to Meta as contacts, rebuilt every Monday from the CRM with suppression applied and match rates posted to the channel.

→ The ad account follows the tiering sales agreed on.

Retargeting from signals

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

→ Retargeting that follows the buyer’s actual behavior.

Suppression by construction

Every customer, open opportunity and competitor held out of prospecting on Meta and LinkedIn, rebuilt weekly, so budget reaches new accounts without anyone remembering.

→ No prospecting spend on people who already pay you.

Lead forms in, conversions back

LinkedIn lead-gen responses enriched, scored and synced to the CRM within minutes; qualified and closed-won events pushed back as conversions.

→ Optimization that learns from pipeline.
⟨ BEFORE AND AFTER ⟩

Ad targeting, before and after

By handWith AstroFabric
ABM audienceUploaded at launch, never updatedRebuilt weekly from the CRM tiering
SuppressionA memoryApplied before the audience exists, rebuilt weekly
RetargetingSite visitors onlyIntent, engagement and pipeline cohorts
PlatformsEach its own projectShaped per platform from one list
Lead formsDownloaded weeklyIn the CRM within minutes, conversions pushed back
ControlWhoever had the loginEvery push approved and logged; campaigns stay with the buyer
⟨ 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.

Does it touch bids, budgets or creative?

No. The platform builds, refreshes and pushes audiences and reads match rates back; campaign structure, creative, bids and budgets stay in the ad account with your media buyer. The audience arrives named after its source list and refresh date, ready to attach.

How is the Google customer-match file produced?

As a formatted export: the source list shaped into the customer-list layout Google expects, with suppression applied and hashed keys where the template calls for them, delivered to Drive or the thread. You upload it under Audiences in the platform, and the next refresh produces a new file.

Can retargeting cohorts come from outreach replies?

Yes. Replies read back from connected outreach tools are classified and logged to the CRM, and a cohort such as "replied interested" or "opened twice, no reply" can feed a retargeting audience on the next refresh. The cohort and its definition are recorded on the audience.

What does ad targeting cost?

Plans start at $65 per month with credits included. Building, shaping, pushing, exporting and refreshing audiences are included; enrichment of missing matching keys and intent cohorts costs a few credits per row and only when a source answers. Estimates show before each run.

⟨ DEPLOY ASTROFABRIC ⟩

Target the pipeline, refreshed weekly.

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