# Jev SEO Topic-Gap Reviewer (`alaudinburki/jev-seo-topic-gap-reviewer`) Actor

Review supplied SEO query, page, and content context for intent alignment and duplicate risk using a TypeSafe Jev key. It does not retrieve rankings or volume.

- **URL**: https://apify.com/alaudinburki/jev-seo-topic-gap-reviewer.md
- **Developed by:** [alaudin burki](https://apify.com/alaudinburki) (community)
- **Categories:** AI, SEO tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Jev SEO Topic-Gap Reviewer

Reviews supplied search-query and current-page context for typed intent alignment, topic-gap, and duplicate-risk judgments. It does not retrieve rankings, volume, or search results, and it never publishes content. Add a TypeSafe key as a secret input for live Jev judgments.

Safe mode deliberately sends no content to TypeSafe and returns `no_api_key`. See the [Jev portfolio](../JEV-PORTFOLIO.md).

### Quick start and output

Supply records combining the query and current-page context with stable IDs. Inspect
`intentAlignment`, `topicGap`, `duplicateRiskProbability`, `status`, and `sourceId`. The `SUMMARY`
record states the limitation that rankings and traffic are not retrieved.

# Actor input Schema

## `records` (type: `array`):

Rows with a query, current page/content, and optional observed metrics.

## `typesafeApiKey` (type: `string`):

Secret key used only for this run and never written to results.

## `maxItems` (type: `integer`):

Hard cap on processed SEO rows.

## Actor input object example

```json
{
  "records": [
    {
      "id": "seo-1",
      "text": "Query: refund policy. Current page: pricing FAQ. Observed clicks: 0."
    }
  ],
  "maxItems": 100
}
```

# Actor output Schema

## `results` (type: `string`):

One record per supplied SEO context item, including typed Jev judgments or a no-key safe-mode status.

# 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 = {
    "records": [
        {
            "id": "seo-1",
            "text": "Query: refund policy. Current page: pricing FAQ. Observed clicks: 0."
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("alaudinburki/jev-seo-topic-gap-reviewer").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 = { "records": [{
            "id": "seo-1",
            "text": "Query: refund policy. Current page: pricing FAQ. Observed clicks: 0.",
        }] }

# Run the Actor and wait for it to finish
run = client.actor("alaudinburki/jev-seo-topic-gap-reviewer").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "records": [
    {
      "id": "seo-1",
      "text": "Query: refund policy. Current page: pricing FAQ. Observed clicks: 0."
    }
  ]
}' |
apify call alaudinburki/jev-seo-topic-gap-reviewer --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,alaudinburki/jev-seo-topic-gap-reviewer"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/XJB7levBYbOUw7VaC/builds/87J8pierNsSevtevc/openapi.json