What is CrewAI?
Framework for orchestrating autonomous AI agents that collaborate to complete tasks. Supports multi-agent crews with defined roles.
Searching Google Ads Transparency with CrewAI
This integration lets your CrewAI agent search Google Ads Transparency in real time via the Scavio API. The agent gets back structured JSON with advertiser_id and region_code, total_ads range, creative_id and preview URLs, first_shown, last_shown, days_shown -- ready for reasoning and decision-making.
Setup
pip install crewai requestsCode Example
Here is a complete CrewAI agent that searches Google Ads Transparency using Scavio:
from crewai import Agent, Task, Crew
from crewai.tools import tool
import json
import os
import requests
@tool("Scavio Search")
def scavio_search(query: str) -> str:
"""Query Google Ads Transparency through the Scavio API (POST /api/v1/googleads/advertisers)."""
response = requests.post(
"https://api.scavio.dev/api/v1/googleads/advertisers",
headers={
"Authorization": "Bearer " + os.environ["SCAVIO_API_KEY"],
"Content-Type": "application/json",
},
json={"query": query},
timeout=60,
)
response.raise_for_status()
return json.dumps(response.json())
researcher = Agent(
role="Google Ads Transparency Research Specialist",
goal="Find accurate, up-to-date information using Google Ads Transparency data",
backstory="You are an expert researcher with access to real-time search data.",
tools=[scavio_search],
)
task = Task(
description="Research: Nike",
expected_output="A detailed summary with sources",
agent=researcher,
)
crew = Crew(agents=[researcher], tasks=[task])
result = crew.kickoff()
print(result)Full Working Example
A production-ready example with error handling:
from crewai import Agent, Task, Crew
from crewai.tools import tool
import json
import os
import requests
@tool("Scavio Search")
def scavio_search(query: str) -> str:
"""Query Google Ads Transparency through the Scavio API (POST /api/v1/googleads/advertisers)."""
response = requests.post(
"https://api.scavio.dev/api/v1/googleads/advertisers",
headers={
"Authorization": "Bearer " + os.environ["SCAVIO_API_KEY"],
"Content-Type": "application/json",
},
json={"query": query},
timeout=60,
)
response.raise_for_status()
return json.dumps(response.json())
researcher = Agent(
role="Google Ads Transparency Research Specialist",
goal="Find accurate, up-to-date information",
backstory="Expert researcher with real-time search access.",
tools=[scavio_search],
)
task = Task(
description="Research: Nike",
expected_output="Detailed summary with key findings and sources",
agent=researcher,
)
crew = Crew(agents=[researcher], tasks=[task], verbose=True)
result = crew.kickoff()
print(result)Pricing
Scavio offers a free tier with 50 credits on signup (1 credit per search). No credit card required. This is enough to build and test your CrewAI integration. Paid plans start from $24/mo billed yearly for higher volumes.