Targeting 6 min read
Context hints guide matching but are not exact-match keywords and do not guarantee placement. Matching also scores conversation, landing page, and copy.
Translate search-era targeting into context hints, audience rules, locations, and interpretable ad-group tests.
9 articles Updated
Targeting 6 min read
Context hints guide matching but are not exact-match keywords and do not guarantee placement. Matching also scores conversation, landing page, and copy.
Audience 6 min read
Ad-eligible reach is residual after paid plans, under-18s, and Free Ads-Free opt-outs. OpenAI has published no take-up rate for that last exclusion.
Context Hints 9 min read
A context hint is a brief for a matching system that never reports back, so hints must be written to stay interpretable after the fact, not only to match well.
Context Hints 6 min read
Translate Google Ads keywords into ChatGPT context hints and account for the loss of match types, negatives, search terms, and quality score.
Context Hints 5 min read
There is no published context-hint limit. Use interpretability and available test budget to choose the right number per ad group.
Context Hints 6 min read
ChatGPT Ads has no negative keywords, so exclusion moves to the creative layer: the ad itself has to disqualify the reader you do not want.
Context Hints 6 min read
The best context hints already exist in your sales call recordings and closed-lost notes, written in the buyer's language rather than the marketer's.
Context Hints 8 min read
Structure ChatGPT Ads context hints around evaluators, users and budget holders without mixing different B2B buying-stage questions.
Context Hints 9 min read
The only published context-hint test found keyword-style hints outperformed conversational questions. Here is what one test can prove.
We're onboarding a founding cohort of B2B brands for managed ChatGPT ad placements. Early access, limited seats.