Feature: serp

Google AI Overviews

Capture Google's AI-generated overview block with synthesized answers, source citations, and follow-up prompts.

What is Google AI Overviews?

AI Overviews (formerly Search Generative Experience) is the AI-synthesized summary that Google now places at the top of many queries. Each overview includes a generated answer, inline source citations, suggested follow-up questions, and in some cases a disclaimer about generated content. Scavio parses the full block into a structured object with the synthesized text, a citations array mapping text spans to source URLs, and a follow_ups array. Because AI Overviews trigger probabilistically, Scavio also returns a has_ai_overview boolean and a trigger_reason when available, so you can analyze which queries reliably produce them. This is essential data for any team tracking how generative search affects traffic attribution and which pages get cited.

Example Response

JSON
{
  "ai_overview": {
    "has_ai_overview": true,
    "text": "LangGraph is an open-source library for building stateful multi-agent applications on top of LangChain, released by LangChain Inc in 2024 and widely adopted in 2026.",
    "citations": [
      {
        "text": "stateful multi-agent applications",
        "source_title": "LangGraph Docs",
        "link": "https://langchain-ai.github.io/langgraph",
        "domain": "langchain-ai.github.io"
      },
      {
        "text": "released by LangChain Inc in 2024",
        "source_title": "LangChain Blog",
        "link": "https://blog.langchain.dev/langgraph",
        "domain": "blog.langchain.dev"
      }
    ],
    "follow_ups": [
      "How does LangGraph compare to CrewAI?",
      "What is a LangGraph checkpoint?",
      "Can LangGraph run on the edge?"
    ],
    "disclaimer": "Generative AI is experimental."
  }
}

Use Cases

  • Tracking which domains Google cites in AI Overviews
  • Measuring zero-click traffic loss from generative search
  • Auditing whether your brand is mentioned in generated answers
  • Benchmarking AI Overview coverage across verticals
  • Feeding citation data into share-of-voice dashboards

Why Google AI Overviews Matters

AI Overviews are reshaping organic traffic faster than any SERP feature in the last decade. Without structured access to the overview text and its citations, brands cannot measure visibility or optimize for inclusion. Scavio gives SEO, PR, and analytics teams the exact citation graph Google produced, enabling new metrics like citation share and generative visibility that matter more than blue-link rank in 2026.

LangChain Example

Drop google ai overviews data into your LangChain agent in a few lines:

Python
import requests

resp = requests.get(
    "https://api.scavio.dev/v1/serp",
    params={
        "query": "what is langgraph",
        "extract": "ai_overview",
        "country": "us",
    },
    headers={"Authorization": "Bearer your_scavio_api_key"},
)

data = resp.json()
if data["ai_overview"]["has_ai_overview"]:
    for c in data["ai_overview"]["citations"]:
        print(c["domain"], "->", c["text"])

Frequently Asked Questions

Send a search request with the appropriate platform (google) and Scavio returns google ai overviews data in the response. See the example above for the exact field path.

Yes. Scavio fetches google ai overviews data in real time on each request. There is no caching layer and no stale data.

AI Overviews (formerly Search Generative Experience) is the AI-synthesized summary that Google now places at the top of many queries. Each overview includes a generated answer, inl

Google AI Overviews data is returned as part of the standard search response. Each request costs 1 credit. Free tier includes 500 credits/month.

Start Using Google AI Overviews

Capture Google's AI-generated overview block with synthesized answers, source citations, and follow-up prompts.