ContextHint
ChatGPT Ads capabilities

ContextHint Plugin Tools for ChatGPT Ads

A composable research and targeting toolkit: draft and validate a hint, inspect its evidence, map a niche, or investigate an advertiser without leaving the agent conversation.

How to use them

Ask for the decision. Let the agent choose the tools.

You do not need to memorize tool names. Give Codex or Claude a campaign question and enough product context; the plugin instructions explain how the capabilities fit together. Use the directory below when you want to understand or audit the tool chain.

01
prepare_context_hint

Prepare context hint

Retrieve the niche, prompt, advertiser, and inferred competitor evidence your Claude, ChatGPT, or Codex model needs to author a context hint.

Use it when

You have enough product, audience, and differentiation context to start an evidence-backed targeting workflow.

Example request
Use this product brief to prepare the evidence for a context hint.
02
evaluate_context_hint

Evaluate context hint

Score one or more model-authored candidates against relevant and contrastive prompts, rank them, and identify one required revision when necessary.

Use it when

Your agent has drafted a structured candidate from prepared evidence and needs deterministic validation.

Example request
Evaluate this candidate and revise it once if it does not clear the targeting threshold.
03
list_niches

List niches

Return the current niche catalog and show which niches have enough captured evidence for deeper intelligence.

Use it when

You need a valid niche name or want to see where evidence coverage exists before generating.

Example request
Which available niche is the best starting point for this product?
04
explain_context_hints

Explain context hints

Give the agent the canonical definition, writing guidance, keyword comparison, examples, or strategy principles.

Use it when

The user needs the targeting model explained before making or reviewing a hint.

Example request
Explain how a context hint differs from a keyword list.
05
get_niche_intel

Get niche intelligence

Inspect top advertisers, intent mix, and confidence-gated inferred context hints in one market.

Use it when

You are researching a market, selecting an intent lane, or checking how crowded a targeting pattern is.

Example request
Show the intent mix and representative hints in SaaS and productivity.
06
get_advertiser_intel

Get advertiser intelligence

Analyze one advertiser's observed niche presence and inferred audience, intent, topic, and context-hint patterns.

Use it when

You need a focused competitor teardown across the markets where that advertiser appears.

Example request
How does this advertiser appear to target buyers across niches?
07
find_similar_advertisers

Find similar advertisers

Find advertisers whose captured ChatGPT ads are semantically close to a product or campaign brief.

Use it when

You need a competitive set before deeper niche or advertiser research.

Example request
Find the closest advertisers to this product and explain why they match.
Typical orchestration

From product brief to evidence-backed direction.

  1. 01

    Resolve the market. List or select a niche with enough evidence.

  2. 02

    Map the field. Find similar advertisers and inspect the niche or closest competitors.

  3. 03

    Prepare, draft, and validate. Retrieve evidence, let your connected model write the hint, then score it deterministically.

  4. 04

    Interrogate the evidence. Compare prompts and inferred competitor patterns with the actual buyer before accepting the direction.