# Google AI Mode SERP Analyzer (`opspilot.cc/google-ai-mode-serp`) Actor

Analyze Google AI Mode search results and AI overviews. Extract AI-generated answers, references, sources, and more：AI Overview、
References、Links 、Images、Shopping Results、Spell Correction - Detect if keyword was corrected

- **URL**: https://apify.com/opspilot.cc/google-ai-mode-serp.md
- **Developed by:** [wang wei](https://apify.com/opspilot.cc) (community)
- **Categories:** AI, E-commerce, SEO tools
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.006 / actor start

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Google AI Mode SERP Analyzer

Analyze Google AI Mode search results and extract AI-generated overviews, references, sources, and rich content from Google's AI-powered search experience.

### What is Google AI Mode?

Google AI Mode is Google's experimental search feature that provides AI-generated summaries and answers directly in search results. This API allows you to programmatically access and analyze these AI overviews.

### Features

- **AI Overview** - Extract the full AI-generated answer in markdown format
- **References & Sources** - Get all citations and source websites
- **Rich Elements** - Extract links, images, tables, and videos
- **Shopping Results** - Capture product information with prices and ratings
- **Spell Correction** - Detect keyword autocorrections
- **Multi-Device** - Support for both desktop and mobile results

### Input

| Field | Required | Description |
|-------|----------|-------------|
| Keyword | Yes | Search keyword (max 700 characters) |
| Location | No | Search location (default: United States) |
| Language | No | Search language (default: English) |
| Device | No | desktop or mobile (default: desktop) |

#### Supported Locations

United States, United Kingdom, Canada, Australia, Germany, France, India, Japan, Brazil, Mexico, and more.

#### Example Keywords

````

what is machine learning
best programming languages 2024
how does blockchain technology work
ai tools for business

````

### Output

Each result represents an element from the AI Mode SERP. Different types include:

#### AI Overview (type: ai_overview)

| Field | Type | Description |
|-------|------|-------------|
| keyword | string | Search keyword |
| type | string | Always "ai_overview" for main overview |
| rankGroup | integer | Group rank in SERP |
| rankAbsolute | integer | Absolute position in SERP |
| markdown | string | Full AI overview content in markdown |
| page | integer | SERP page number |
| position | string | Alignment (left/right) |

#### Reference Elements (type: ai_overview_element)

| Field | Type | Description |
|-------|------|-------------|
| keyword | string | Search keyword |
| type | string | "ai_overview_element" |
| title | string | Element title |
| text | string | Text content |
| markdown | string | Content in markdown format |
| position | string | Alignment position |
| links | array | Website links cited |
| images | array | Images in the element |
| references | array | Source citations |

#### Reference Source

| Field | Type | Description |
|-------|------|-------------|
| source | string | Source name |
| domain | string | Domain name |
| url | string | URL to source page |
| title | string | Page title |
| text | string | Quote or snippet used |

#### Shopping Elements (type: ai_overview_shopping)

| Field | Type | Description |
|-------|------|-------------|
| title | string | Product title |
| url | string | Product search URL |
| domain | string | Seller domain |
| ratingType | string | Rating type (e.g., Max5) |
| ratingValue | float | Rating score |
| ratingVotes | integer | Number of ratings |
| priceCurrent | float | Current price |
| priceRegular | float | Regular price |
| priceCurrency | string | Currency code (e.g., USD) |
| isPriceRange | boolean | Price shown as range |
| displayedPrice | string | Formatted price string |
| seller | string | Seller name |
| imageUrl | string | Product image |

#### Video Elements (type: ai_overview_video_element)

| Field | Type | Description |
|-------|------|-------------|
| title | string | Video title |
| snippet | string | Video description |
| url | string | Video link |
| domain | string | Video hosting domain |
| imageUrl | string | Thumbnail image |
| source | string | Video source name |
| date | string | Publication date |

#### Spell Correction

| Field | Type | Description |
|-------|------|-------------|
| keyword | string | Original keyword |
| type | string | "spell_correction" |
| correctedKeyword | string | Corrected keyword |
| correctionType | string | Type of correction |

### Result Types Summary

| Type | Description |
|------|-------------|
| ai_overview | Main AI-generated summary |
| ai_overview_element | Individual content elements |
| ai_overview_reference | Citations and sources |
| ai_overview_video_element | Video content |
| ai_overview_table_element | Tabular data |
| ai_overview_expanded_element | Expanded detailed content |
| ai_overview_shopping | Product listings |
| spell_correction | Keyword corrections |

### Use Cases

- **AI Content Research** - Analyze how AI summarizes topics in your niche
- **Competitive Intelligence** - See what content sources AI favors
- **SEO Strategy** - Understand which sites get cited in AI overviews
- **Market Research** - Extract shopping data and product trends
- **Brand Monitoring** - Track how brands appear in AI results

### Important Notes

- **AI Mode Availability** - AI Mode is experimental and may not return results for all keywords or locations
- **Rate Limits** - API supports up to 2000 requests/minute
- **Data Freshness** - Results reflect Google's AI Mode at the time of the query
- **Geographic Restrictions** - AI Mode may not be available in all countries

# Actor input Schema

## `keyword` (type: `string`):

Search keyword.

Max 700 characters.

Example:
coffee shops near me
## `location` (type: `string`):

Search location.

Default: United States
## `language` (type: `string`):

Search language.

Default: English
## `device` (type: `string`):

Device type.

Default: desktop

## Actor input object example

```json
{
  "device": "desktop"
}
````

# Actor output Schema

## `serpData` (type: `string`):

Dataset containing Google AI Mode SERP results

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("opspilot.cc/google-ai-mode-serp").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("opspilot.cc/google-ai-mode-serp").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call opspilot.cc/google-ai-mode-serp --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=opspilot.cc/google-ai-mode-serp",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Google AI Mode SERP Analyzer",
        "description": "Analyze Google AI Mode search results and AI overviews. Extract AI-generated answers, references, sources, and more：AI Overview、\nReferences、Links 、Images、Shopping Results、Spell Correction - Detect if keyword was corrected",
        "version": "0.1",
        "x-build-id": "bkwf1YvRGdZR13Pel"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/opspilot.cc~google-ai-mode-serp/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-opspilot.cc-google-ai-mode-serp",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/opspilot.cc~google-ai-mode-serp/runs": {
            "post": {
                "operationId": "runs-sync-opspilot.cc-google-ai-mode-serp",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/opspilot.cc~google-ai-mode-serp/run-sync": {
            "post": {
                "operationId": "run-sync-opspilot.cc-google-ai-mode-serp",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "keyword"
                ],
                "properties": {
                    "keyword": {
                        "title": "Keyword",
                        "type": "string",
                        "description": "Search keyword.\n\nMax 700 characters.\n\nExample:\ncoffee shops near me"
                    },
                    "location": {
                        "title": "Location",
                        "type": "string",
                        "description": "Search location.\n\nDefault: United States"
                    },
                    "language": {
                        "title": "Language",
                        "type": "string",
                        "description": "Search language.\n\nDefault: English"
                    },
                    "device": {
                        "title": "Device",
                        "enum": [
                            "desktop",
                            "mobile"
                        ],
                        "type": "string",
                        "description": "Device type.\n\nDefault: desktop",
                        "default": "desktop"
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```