Audience relevance
Semantic understanding across 3 LLMs and IAB category alignment, anchored to your persona.
The Context Agent turns your audience persona into a ranked, deal-ready domain list. Every domain is scored for audience relevance, buying intent, publisher quality and brand safety, in one score you can explain.





Standard category segments don’t change with the advertiser’s persona.
Verification scores are audience-agnostic and can’t be explained to a client.
Made-for-advertising sites pass category filters and spend anyway.
One vendor for context, one for safety, one for MFA, reconciled by hand.

DV360
Line items, insertion orders and pacing checked across every DV360 advertiser.

Meta
Ad sets, budgets and naming checked on Meta campaigns before and after launch.

Google Ads
Search and Performance Max budgets, pacing and naming checked daily.

The Trade Desk
Campaigns, ad groups and bid factors QA’d across your Trade Desk seats.

StackAdapt
Line items, frequency caps and pacing checked across StackAdapt campaigns.

Amazon Ads
Sponsored Ads and DSP orders monitored for budget, pacing and naming.

Campaign groups, targeting and spend monitored across LinkedIn ad accounts.

Ad groups, budgets and naming checked across Pinterest campaigns.

Snapchat
Ad squads, budgets and pacing monitored across Snapchat campaigns.

TikTok
Ad groups, budgets and pacing monitored across TikTok campaigns.
2 → 38
form submissions for a US home builder
Agency partner campaign
30%
lower contextual CPA
Assembly Global
$0.5M
of junk spend blocked
Assembly Global
4
scoring layers in one score
Relevance · Intent · Quality · Safety
Semantic understanding across 3 LLMs and IAB category alignment, anchored to your persona.
Campaign-specific intent keywords map each domain to a funnel stage.
Authority, traffic and geo fit, MFA detection and technical health.
Unsafe categories, misinformation and your own advertiser exclusions.
60% relevance plus 40% intent, filtered by quality and safety. Every domain shows its full breakdown.
A list tiered T1 core, T2 scale, T3 test and Exclude, which traders can activate straight away.
Category segments that are the same for every advertiser
Domains scored against your own persona
Allowlists copied from the last campaign
A ranked list built for this campaign
Separate vendors for relevance, quality and safety
One score covering all four layers
Scores nobody can explain to the client
A full score breakdown for every domain
MFA sites found after the budget is spent
MFA and unsafe domains filtered before activation
A 30-minute walkthrough: give us one audience persona and see the scored, tiered domain list it produces.
30mins
Walkthrough on your own persona, no commitment