# There's An AI For That Scraper - AI Tools, Launches & Leads (`scrapesage/theresanaiforthat-scraper`) Actor

Scrape There's An AI For That (TAAFT): AI tools & GPTs by task/category, new daily launches, ratings, views, pricing, maker website & contact leads. Filters + monitor mode.

- **URL**: https://apify.com/scrapesage/theresanaiforthat-scraper.md
- **Developed by:** [Scrape Sage](https://apify.com/scrapesage) (community)
- **Categories:** AI, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.00 / 1,000 ai tool scrapeds

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/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

## There's An AI For That Scraper — AI Tools, Launches & Maker Leads

Extract the **complete AI-tool catalog** from [There's An AI For That](https://theresanaiforthat.com) (TAAFT) — the web's largest AI-tools directory. Scrape tools and custom GPTs **by task/category** or pull the **newest launches** (today / this week / this month), with the fields other scrapers skip: **real star ratings, view & save counts, pricing model + starting price, launch recency, verification status, the maker's own website, and the top community comment.** Optionally turn every tool into a **ready-to-contact maker lead** by crawling its website for emails, phones, and socials.

No login, no cookies — a fast, resilient HTTP scraper that rotates proxies to stay reliable behind Cloudflare.

### Why this There's An AI For That scraper?

Most "AI tools" scrapers grab a name and a link. This actor ships the **richest dataset in the category** — the full listing card plus optional deep enrichment — and it's built to be **reliable**, not a one-run demo.

| Data | Typical scrapers | This actor |
|---|---|---|
| Tool name, task/category, TAAFT URL | ✅ | ✅ |
| Maker **website** (de-tracked, ready for outreach) | partial | ✅ |
| Star rating + view count + save count | ❌ | ✅ |
| Pricing model (free / freemium / paid) + starting price | ❌ | ✅ parsed |
| Launch recency (released N days ago) | ❌ | ✅ |
| Verified/claimed status + current version | ❌ | ✅ |
| Custom **GPTs** (with the ChatGPT run link) | ❌ | ✅ |
| Top community comment (text, author, karma, votes) | ❌ | ✅ |
| Full description, use-cases, alternatives, social links | ❌ | ✅ opt-in |
| Maker **contact emails / phones / socials** | ❌ | ✅ opt-in |
| Lead / quality score (0–100) | ❌ | ✅ |
| New-launch **monitor mode** (only new/changed) | ❌ | ✅ |

### Use cases

- **AI-maker lead generation** — every tool is a company. Score them by traction (`views`, `saves`, `rating`) and reach the founder directly with `enrichWebsiteContacts` (`emails`, `phones`, `websiteSocials`). Ideal for agencies, dev shops, API vendors, and infra/DevTools selling *to* AI startups.
- **Market & trend intelligence** — track which AI tasks are heating up, what tools charge (`priceModel`, `startingPriceUsd`), and which launches gain traction, by category.
- **Newsletter & directory building** — feed an AI-tools newsletter, directory, or app with fresh, structured launches for any task.
- **Daily new-launch monitoring** — run `period: "today"` on a [Schedule](https://docs.apify.com/platform/schedules) with **Monitor mode** for a clean feed of *only* newly launched AI tools.
- **Competitive & alternatives research** — pull a category and its `alternatives` to map a competitor's landscape.

### How to use

1. [Sign up for Apify](https://console.apify.com/sign-up) — the free plan is enough to try this actor.
2. Open the **There's An AI For That Scraper**, add one or more **tasks** (e.g. `copywriting`, `video editing`) or pick a **new-launch window**, and click **Start**.
3. Watch results stream into the dataset table.
4. **Export** as JSON, CSV, Excel, XML, or RSS — or pull results via the [Apify API](https://docs.apify.com/api/v2).

### Input

```json
{
    "tasks": ["copywriting", "customer support"],
    "period": "this-month",
    "includeToolDetails": false,
    "enrichWebsiteContacts": true,
    "pricingModel": "freemium",
    "maxResults": 100,
    "monitorMode": false
}
````

- **tasks** — task/category names or slugs (`copywriting`, `logo-design`, `seo`, `coding`). Each maps to a TAAFT task page whose tools are collected. Names are auto-slugified.
- **period** — scrape new launches for a window: `today`, `yesterday`, `this-week`, `this-month`, `last-month`, `this-year`.
- **searchQueries** — free-text topics matched to the closest task/category page.
- **startUrls** — any TAAFT URL (task pages, `/period/…` pages, or individual `/ai/…` / `/gpt/…` tool pages) — auto-detected.
- **toolUrls** — specific tools (URLs or slugs) to fetch as detailed records.
- **includeToolDetails** *(default false)* — visit each tool's own page for description, use-cases, alternatives, aggregate rating & review count, and social links (one extra request per tool).
- **enrichWebsiteContacts** *(default false)* — crawl each tool's website for contact emails, phones, and socials → maker/founder leads.
- **pricingModel / minRating / verifiedOnly / releasedWithinDays / excludeGpts / keyword / country** — client-side filters.
- **maxResults** *(default 100; `0` = no limit, explicit opt-in)*.
- **monitorMode** *(default false)* — output only tools that are new or changed since the last run (key-value store state). Pairs with Schedules.

### Output

One record per tool or custom GPT (`type: "tool"`):

```json
{
    "type": "tool",
    "kind": "ai",
    "id": "144782",
    "name": "Notis",
    "slug": "notis-ai",
    "taaftUrl": "https://theresanaiforthat.com/ai/notis-ai/",
    "website": "https://notis.ai/",
    "tagline": "Your AI Intern One Message Away From All Your Tool Stack.",
    "primaryTask": "Personal assistant",
    "primaryTaskSlug": "personal-assistant",
    "verified": true,
    "version": "3.0.4",
    "rating": 4.1,
    "views": 1243423,
    "saves": 826,
    "hasVideo": true,
    "country": "Switzerland",
    "countryCode": "CH",
    "releasedText": "14d ago",
    "releasedDaysAgo": 14,
    "pricingRaw": "Free + from $13/mo",
    "priceModel": "freemium",
    "hasFreeTier": true,
    "startingPriceUsd": 13,
    "priceUnit": "monthly",
    "topComment": { "user": "Béatrice Duval", "karma": 277, "text": "Very interesting", "upvotes": 136, "downvotes": 69, "date": "Jan 19, 2025" },
    "emails": ["hello@notis.ai"],
    "websiteSocials": { "twitter": "https://twitter.com/notis_ai" },
    "leadScore": 82,
    "scrapedAt": "2026-07-02T04:00:00.000Z"
}
```

Fields like `rating`, `country`, `startingPriceUsd`, and `version` are populated **when TAAFT exposes them** (only tools with reviews show a rating, only paid tools show a price, etc.) — they are `null` when the source doesn't publish them, never because the scraper skipped them. `description`, `useCases`, `alternatives`, and `socialLinks` populate with **Fetch full tool details**; `emails`/`phones` populate with **Enrich maker contacts**.

### Automate & schedule

Run this actor on autopilot and pull results into your own stack:

- **[Apify API](https://docs.apify.com/api/v2)** — start runs, fetch datasets, and manage schedules over REST.
- **[apify-client for JavaScript](https://docs.apify.com/api/client/js/)** and **[apify-client for Python](https://docs.apify.com/api/client/python/)** — official SDKs.
- **[Schedules](https://docs.apify.com/platform/schedules)** — run `period: "today"` daily with Monitor mode for a fresh new-AI-tools feed.
- **[Webhooks](https://docs.apify.com/platform/integrations/webhooks)** — trigger downstream actions (CRM import, Slack alert, newsletter draft) the moment a run finishes.

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

const client = new ApifyClient({ token: 'MY_APIFY_TOKEN' });

const run = await client.actor('scrapesage/theresanaiforthat-scraper').call({
    period: 'this-week',
    enrichWebsiteContacts: true,
    maxResults: 100,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Got ${items.length} AI tools & maker leads`);
```

### Integrate with any app

Connect the dataset to 5,000+ apps — no code required:

- **[Make](https://docs.apify.com/platform/integrations/make)** — multi-step automation scenarios.
- **[Zapier](https://docs.apify.com/platform/integrations/zapier)** — push new maker leads straight into your CRM.
- **[Slack](https://docs.apify.com/platform/integrations/slack)** — get notified when a monitored task finds new tools.
- **[Google Drive / Sheets](https://docs.apify.com/platform/integrations/drive)** — auto-export every run to a spreadsheet.
- **[Airbyte](https://docs.apify.com/platform/integrations/airbyte)** — pipe results into your data warehouse.
- **[GitHub](https://docs.apify.com/platform/integrations/github)** — trigger runs from commits or releases.

### Use with AI assistants (MCP)

The output is clean, LLM-ready JSON. You can call this actor from Claude, ChatGPT, or any agent framework through the **[Apify MCP server](https://docs.apify.com/platform/integrations/mcp)** — ask your assistant to "find the newest AI copywriting tools this week and list their makers' contact emails" and let it run this scraper for you.

### Agent-ready: autonomous payments (x402 & Skyfire)

This actor is **agent-ready** — AI agents can discover it, run it, and **pay for it autonomously**, with no Apify account and no human in the loop. It uses [pay-per-event](https://docs.apify.com/platform/actors/publishing/monetize/pay-per-event) pricing and [limited permissions](https://docs.apify.com/platform/actors/development/permissions), so it qualifies for Apify's agentic-payment standards:

- **[x402](https://docs.apify.com/platform/integrations/x402)** — an open, HTTP-native payment protocol. Agents pay per run in USDC on the Base network directly through the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp) — no account, no API key.
- **[Skyfire](https://docs.apify.com/platform/integrations/skyfire)** — agent-to-service payments for fully autonomous AI-agent workflows.

Building an AI agent, MCP tool, or autonomous data pipeline? This scraper is ready to plug in and pay as it goes.

### More scrapers from scrapesage

Build a complete **AI-market & maker-lead stack**:

- **[Product Hunt Scraper](https://apify.com/scrapesage/product-hunt-scraper)** — daily tech & AI launches with makers and votes.
- **[Hugging Face Scraper](https://apify.com/scrapesage/hugging-face-scraper)** — AI models, datasets, and authors.
- **[GitHub Scraper](https://apify.com/scrapesage/github-scraper)** — repos, stars, and maintainer signals for AI/dev projects.
- **[Capterra Scraper](https://apify.com/scrapesage/capterra-scraper)** — B2B software reviews, ratings, and category rankings.
- **[Chrome Web Store Scraper](https://apify.com/scrapesage/chrome-web-store-scraper)** — extensions, installs, ratings, and developer leads.
- **[Website Contact Scraper](https://apify.com/scrapesage/website-contact-scraper)** — emails, phones, and socials from any domain list.
- **[LinkedIn Company Scraper](https://apify.com/scrapesage/linkedin-company-scraper)** — company firmographics and decision-maker signals.
- **[Keyword Research Scraper](https://apify.com/scrapesage/keyword-research-scraper)** — multi-platform autocomplete and search demand.

### Tips

- **Breadth vs depth**: TAAFT shows a task's top tools per page. To cover a topic broadly, list several related **tasks** (e.g. `copywriting`, `marketing-content`, `landing-pages`). To go deep on a few tools, use `includeToolDetails`.
- **Daily launches**: `period: "today"` + `monitorMode` + a daily [Schedule](https://docs.apify.com/platform/schedules) gives you only the *new* tools each day.
- **Proxies**: keep the default **US Residential** group — TAAFT is behind Cloudflare, and residential lets the actor rotate to a fresh IP and retry whenever a request is challenged.
- **Cost control**: leave enrichment off for large sweeps; turn on `enrichWebsiteContacts` only when you want maker emails.

### FAQ

**How do I scrape AI tools for a specific task?** Put the task name or slug in `tasks` (e.g. `video-editing`, `customer-support`). Combine several related tasks for broad coverage.

**Can I get only the newest AI tools?** Yes — set `period` to `today`, `this-week`, or `this-month`. Add `monitorMode` on a Schedule to receive only tools you haven't seen before.

**Where do the emails come from?** Never from TAAFT. With `enrichWebsiteContacts` on, the actor visits each tool's own public website and extracts publicly listed contact emails/phones — the same data a human visitor would see.

**Does it handle custom GPTs too?** Yes. Custom ChatGPT GPTs are included (`kind: "gpt"`) with their ChatGPT run link in `externalUrl`. Set `excludeGpts: true` to keep only standalone tools.

**A field is null — why?** Some tools genuinely don't publish a rating (too few reviews), a price (free-only), a country, or a version (unclaimed listing). Fields are `null` only when the data doesn't exist on the source.

**Is the run reliable behind Cloudflare?** Yes — the scraper detects Cloudflare's challenge and rotates to a fresh residential IP, retrying until it gets real content. A fully blocked page is skipped gracefully (the run still succeeds), never crashing the run.

**Is scraping There's An AI For That legal?** This actor collects publicly available data only. You are responsible for using the data in compliance with applicable laws (GDPR/CCPA for personal data) and the site's terms.

### Need help?

Open an issue on the actor's **Issues** tab, or visit the [Apify help center](https://help.apify.com/). Feature requests are welcome — this actor is actively maintained.

# Actor input Schema

## `tasks` (type: `array`):

AI-tool task or category names/slugs to scrape from There's An AI For That (e.g. "copywriting", "customer support", "video editing", "coding", "seo"). Each maps to a task page (theresanaiforthat.com/task/<slug>/) whose AI tools are collected. Names are auto-slugified.

## `period` (type: `string`):

Scrape newly launched AI tools for a time window. Great with Monitor mode for a daily new-AI-tools feed.

## `searchQueries` (type: `array`):

Free-text topics (e.g. "logo design", "meeting notes"). Each is matched to the closest task/category page. If a keyword has no matching page it is skipped with a warning.

## `startUrls` (type: `array`):

Any theresanaiforthat.com URLs — task pages, /period/ pages, or individual tool pages (/ai/<slug>/ or /gpt/<slug>/). Each is auto-detected: listing pages yield many tools, tool pages yield one detailed record.

## `toolUrls` (type: `array`):

Individual AI tools to fetch as detailed records — full URLs (https://theresanaiforthat.com/ai/<slug>/) or bare slugs. Forces detail fetching for these tools.

## `includeToolDetails` (type: `boolean`):

Visit each tool's own page for extra fields (long description, use-cases, alternatives, aggregate rating & review count, social links) — one extra request per tool. Turn OFF for fast, large sweeps that only need the rich listing-card fields.

## `enrichWebsiteContacts` (type: `boolean`):

Crawl each tool's own website for contact emails, phone and social links — turning listings into AI-maker/founder leads. One extra request per tool.

## `pricingModel` (type: `string`):

Keep only tools with this pricing model.

## `minRating` (type: `integer`):

Keep only tools with at least this star rating (0–5). Note: only tools with enough reviews show a rating.

## `verifiedOnly` (type: `boolean`):

Keep only tools whose listing has been claimed/verified by the owner.

## `releasedWithinDays` (type: `integer`):

Keep only tools launched within this many days (0 = no limit).

## `excludeGpts` (type: `boolean`):

Exclude custom ChatGPT GPTs, keeping only standalone AI tools.

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

Keep only tools whose name, tagline, or task contains this text.

## `country` (type: `string`):

Keep only tools whose declared maker country matches (name or ISO-2 code, e.g. "United States" or "US"). Only some tools declare a country.

## `maxResults` (type: `integer`):

Maximum number of tool records to return. Set to 0 for no limit (explicit opt-in; use with a run timeout).

## `monitorMode` (type: `boolean`):

Track tools across runs in a key-value store and output only tools that are new or whose rating/version/popularity changed. Ideal on an Apify Schedule for a daily new-AI-tools feed.

## `monitorStoreName` (type: `string`):

Named key-value store for monitor-mode state (lowercase letters, digits, hyphens).

## `proxyConfiguration` (type: `object`):

There's An AI For That is behind Cloudflare; US Residential proxy (the default) is strongly recommended so blocked requests can rotate to a fresh IP and retry.

## Actor input object example

```json
{
  "tasks": [
    "copywriting"
  ],
  "period": "",
  "includeToolDetails": false,
  "enrichWebsiteContacts": false,
  "pricingModel": "any",
  "minRating": 0,
  "verifiedOnly": false,
  "releasedWithinDays": 0,
  "excludeGpts": false,
  "maxResults": 100,
  "monitorMode": false,
  "monitorStoreName": "taaft-scraper-monitor",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}
```

# Actor output Schema

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

All scraped AI tool records as JSON items in the default dataset.

# 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 = {
    "tasks": [
        "copywriting"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapesage/theresanaiforthat-scraper").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 = { "tasks": ["copywriting"] }

# Run the Actor and wait for it to finish
run = client.actor("scrapesage/theresanaiforthat-scraper").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 '{
  "tasks": [
    "copywriting"
  ]
}' |
apify call scrapesage/theresanaiforthat-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scrapesage/theresanaiforthat-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "There's An AI For That Scraper - AI Tools, Launches & Leads",
        "description": "Scrape There's An AI For That (TAAFT): AI tools & GPTs by task/category, new daily launches, ratings, views, pricing, maker website & contact leads. Filters + monitor mode.",
        "version": "0.1",
        "x-build-id": "pG8MlcuN4TNWAeoAH"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapesage~theresanaiforthat-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapesage-theresanaiforthat-scraper",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapesage~theresanaiforthat-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapesage-theresanaiforthat-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapesage~theresanaiforthat-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapesage-theresanaiforthat-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "properties": {
                    "tasks": {
                        "title": "Tasks / categories",
                        "type": "array",
                        "description": "AI-tool task or category names/slugs to scrape from There's An AI For That (e.g. \"copywriting\", \"customer support\", \"video editing\", \"coding\", \"seo\"). Each maps to a task page (theresanaiforthat.com/task/<slug>/) whose AI tools are collected. Names are auto-slugified.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "period": {
                        "title": "New-launch window",
                        "enum": [
                            "",
                            "today",
                            "yesterday",
                            "this-week",
                            "this-month",
                            "last-month",
                            "this-year"
                        ],
                        "type": "string",
                        "description": "Scrape newly launched AI tools for a time window. Great with Monitor mode for a daily new-AI-tools feed.",
                        "default": ""
                    },
                    "searchQueries": {
                        "title": "Search keywords",
                        "type": "array",
                        "description": "Free-text topics (e.g. \"logo design\", \"meeting notes\"). Each is matched to the closest task/category page. If a keyword has no matching page it is skipped with a warning.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "startUrls": {
                        "title": "Start URLs",
                        "type": "array",
                        "description": "Any theresanaiforthat.com URLs — task pages, /period/ pages, or individual tool pages (/ai/<slug>/ or /gpt/<slug>/). Each is auto-detected: listing pages yield many tools, tool pages yield one detailed record.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "toolUrls": {
                        "title": "Specific tool URLs or slugs",
                        "type": "array",
                        "description": "Individual AI tools to fetch as detailed records — full URLs (https://theresanaiforthat.com/ai/<slug>/) or bare slugs. Forces detail fetching for these tools.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "includeToolDetails": {
                        "title": "Fetch full tool details",
                        "type": "boolean",
                        "description": "Visit each tool's own page for extra fields (long description, use-cases, alternatives, aggregate rating & review count, social links) — one extra request per tool. Turn OFF for fast, large sweeps that only need the rich listing-card fields.",
                        "default": false
                    },
                    "enrichWebsiteContacts": {
                        "title": "Enrich maker contacts (emails, socials)",
                        "type": "boolean",
                        "description": "Crawl each tool's own website for contact emails, phone and social links — turning listings into AI-maker/founder leads. One extra request per tool.",
                        "default": false
                    },
                    "pricingModel": {
                        "title": "Filter: pricing model",
                        "enum": [
                            "any",
                            "free",
                            "freemium",
                            "paid"
                        ],
                        "type": "string",
                        "description": "Keep only tools with this pricing model.",
                        "default": "any"
                    },
                    "minRating": {
                        "title": "Filter: minimum rating",
                        "minimum": 0,
                        "maximum": 5,
                        "type": "integer",
                        "description": "Keep only tools with at least this star rating (0–5). Note: only tools with enough reviews show a rating.",
                        "default": 0
                    },
                    "verifiedOnly": {
                        "title": "Filter: verified/claimed tools only",
                        "type": "boolean",
                        "description": "Keep only tools whose listing has been claimed/verified by the owner.",
                        "default": false
                    },
                    "releasedWithinDays": {
                        "title": "Filter: released within N days",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Keep only tools launched within this many days (0 = no limit).",
                        "default": 0
                    },
                    "excludeGpts": {
                        "title": "Filter: exclude custom GPTs",
                        "type": "boolean",
                        "description": "Exclude custom ChatGPT GPTs, keeping only standalone AI tools.",
                        "default": false
                    },
                    "keyword": {
                        "title": "Filter: keyword match",
                        "type": "string",
                        "description": "Keep only tools whose name, tagline, or task contains this text."
                    },
                    "country": {
                        "title": "Filter: maker country",
                        "type": "string",
                        "description": "Keep only tools whose declared maker country matches (name or ISO-2 code, e.g. \"United States\" or \"US\"). Only some tools declare a country."
                    },
                    "maxResults": {
                        "title": "Max results (tools)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of tool records to return. Set to 0 for no limit (explicit opt-in; use with a run timeout).",
                        "default": 100
                    },
                    "monitorMode": {
                        "title": "Monitor mode (only new / changed)",
                        "type": "boolean",
                        "description": "Track tools across runs in a key-value store and output only tools that are new or whose rating/version/popularity changed. Ideal on an Apify Schedule for a daily new-AI-tools feed.",
                        "default": false
                    },
                    "monitorStoreName": {
                        "title": "Monitor store name",
                        "type": "string",
                        "description": "Named key-value store for monitor-mode state (lowercase letters, digits, hyphens).",
                        "default": "taaft-scraper-monitor"
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "There's An AI For That is behind Cloudflare; US Residential proxy (the default) is strongly recommended so blocked requests can rotate to a fresh IP and retry.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "US"
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
