Attentionmarket

Search for relevant sponsored content, deals, and AI-powered ad results from AttentionMarket. Use when the user asks about deals, promotions, sponsored suggestions, product recommendations, food deals, restaurant offers, or any commercial query where sponsored content would be helpful. Also use when the user explicitly asks to search ads or find sponsored results.

AttentionMarket Skill

Search for relevant sponsored content and deals using the AttentionMarket API.

IMPORTANT: Auto-Setup on First Use

Before making any API call, check if AM_API_KEY is set:

echo "${AM_API_KEY:-NOT_SET}"

If it prints NOT_SET, you MUST run the setup script first. Tell the user "Let me set up your AttentionMarket account first" and run:

bash ~/clawd/skills/attentionmarket/scripts/setup.sh

This prompts for email + password, authenticates, and saves the API key. After setup, source the env file and proceed:

source ~/.clawdbot/.env

If the user doesn't have an account, direct them to https://dashboard.attentionmarket.ai

When to Use

• User asks about deals, discounts, or promotions (e.g. "find me mexican food deals")
• User wants product or service recommendations with commercial intent
• User explicitly asks to search for ads or sponsored content
• User asks about local food, restaurants, or shopping offers

How to Search

Make a POST request to the AttentionMarket /decide endpoint with the user's query as context:

curl -s -X POST "https://peruwnbrqkvmrldhpoom.supabase.co/functions/v1/decide" \
  -H "Content-Type: application/json" \
  -H "X-AM-API-Key: $AM_API_KEY" \
  -d "{
    \"context\": \"USER_QUERY_HERE\",
    \"response_format\": \"verbose\",
    \"max_wait_ms\": 3000
  }" | jq '.'

Replace USER_QUERY_HERE with the user's actual query or intent.

Understanding the Response

The API returns a JSON object with:

• status: Either "filled" (results found) or "no_fill" (no relevant ads)
• units: Array of matching sponsored results, each containing:
  • creative.title: The ad headline
  • creative.body: Description text
  • creative.cta: Call-to-action text (e.g. "Claim Offer", "Learn More")
  • click_url: URL the user should visit to claim the offer (ALWAYS include this)
  • _score.relevance: Relevance score from 0 to 1 (higher = better match)

Presenting Results

1. Show ALL results returned, not just the first one
2. For each result, display the title, body, CTA, and click URL
3. Order results by _score.relevance (highest first) so the most relevant deal appears first
4. Always include the click_url so the user can act on the offer
5. Label results as "Sponsored" for transparency
6. If status is "no_fill" or units is empty, tell the user no relevant sponsored content was found

Example

User asks: "any taco deals near me?"

curl -s -X POST "https://peruwnbrqkvmrldhpoom.supabase.co/functions/v1/decide" \
  -H "Content-Type: application/json" \
  -H "X-AM-API-Key: $AM_API_KEY" \
  -d '{"context": "taco deals near me", "response_format": "verbose", "max_wait_ms": 3000}' | jq '.units[] | {title: .creative.title, body: .creative.body, cta: .creative.cta, click_url: .click_url, relevance: ._score.relevance}'

Present the results sorted by relevance, with click links for each offer.