TAAFT Scraper: export AI tool data from There's An AI For That

Need fresh TAAFT data without opening listings one by one?

This Actor helps you pull structured AI tool data from There's An AI For That for market research, competitor tracking, watchlists, and internal datasets.

Start small first:

• run 5 to 10 tools
• export CSV, JSON, or Excel
• scale only if the output fits your workflow

Recent live signal:

• 4 paying users in April 2026
• 28,993 results delivered in April 2026
• 100% success rate in April 2026

Who this is for

• product and growth teams tracking a category or competitor set
• analysts and researchers building AI market maps
• founders validating a niche before building or repositioning
• developers feeding internal tools, dashboards, or agent workflows

What job this gets done

• pull fresh AI tool data from TAAFT without manual copy-paste work
• build a category export for research or planning
• monitor a keyword, niche, or watchlist over time
• export a clean dataset into Sheets, Excel, BI tools, or code

Why this beats manual collection

Manual collection is slow, inconsistent, and hard to repeat.

TAAFT spreads useful data across listing pages and tool pages. This Actor turns that into a repeatable workflow:

• discover tools by keyword, category, or direct URLs
• extract structured output in one run
• rerun the same workflow later when you need a refresh

Start with a small run

Do not begin with a full-directory scrape.

Use a small test first:

• set maxTools to 5 or 10
• choose a keyword, category, or short watchlist
• export the result

If the fields match your workflow, then scale up.

How to use it in 60 seconds

1. Click Try Actor.
2. Run a small test with maxTools: 5 or 10.
3. Export the result as CSV, JSON, or Excel.
4. If the output looks right, rerun with a larger category, search, or watchlist.

Recommended first tests

Keyword test

Use this when you want quick discovery in a niche:

{
  "mode": "search",
  "searchQuery": "image generator",
  "maxTools": 10,
  "includeReleases": false
}

Category test

Use this when you want a focused segment pull:

Find category slugs at theresanaiforthat.com/tasks/

{
  "mode": "category",
  "categories": ["coding"],
  "maxTools": 10,
  "includeReleases": false
}

Watchlist test

Use this when you already know the tools you care about:

{
  "mode": "urls",
  "urls": [
    "https://theresanaiforthat.com/ai/chatgpt/",
    "https://theresanaiforthat.com/ai/claude/"
  ],
  "maxTools": 2,
  "includeReleases": false
}

What the output actually gives you

This Actor returns a structured dataset you can sort, filter, and reuse. Representative fields include:

Field	Why it matters
name, taaftUrl, externalUrl	identify each tool and link it back to the source and official site
pricingModel, paidFrom, billingFrequency	compare monetization across a niche
categories, taskHierarchy	group tools by use case and segment
organization, country	map developers and company geography
rating, reviewCount, views, discussionCount	spot traction and engagement signals
alternatives, otherToolsBySameOrg	find adjacent tools and related products
releases	monitor version history where available and where TAAFT exposes it
scrapedAt	know when the row was collected

Sample output, explained

{
  "name": "ChatGPT",
  "taaftUrl": "https://theresanaiforthat.com/ai/chatgpt/",
  "externalUrl": "https://chat.openai.com/chat",
  "organization": "OpenAI",
  "pricingModel": "Freemium",
  "paidFrom": "$20/month",
  "rating": 4.2,
  "reviewCount": 304,
  "views": 161091,
  "categories": ["Coding", "Writing", "Chatting"],
  "scrapedAt": "2026-02-16T21:32:20.792Z"
}

What this lets you do immediately:

• sort by pricing model
• filter by category
• compare engagement signals
• move the data straight into a spreadsheet or internal workflow

Common use cases

• build a competitor list in one niche
• map a category before writing, building, or investing
• monitor a watchlist of specific AI tools
• seed an internal dataset for a dashboard, directory, or agent workflow
• find tools with specific pricing models or category tags

FAQ

Can I export TAAFT data to CSV or JSON? Yes. Export the dataset as CSV, JSON, or Excel after the run finishes.

Can I scrape only one category or keyword? Yes. Use category mode for a specific segment or search mode for a keyword.

Can I monitor a fixed list of tools? Yes. Use urls mode with direct TAAFT tool-page URLs.

Do I need to scrape the full directory to get value? No. Most buyers should start with a small run and scale only if the output fits their workflow.

What kind of buyer is this best for? People who want fresh or repeatable TAAFT exports for research, tracking, or internal tooling.

Is this a ready-made static dataset? No. This is the live scraper. If you want a fixed snapshot instead of a live run, use the separate bundle linked near the bottom of the page.

Who this is not for

• buyers who only need one or two pages copied by hand
• people who want private or non-public data
• teams expecting a fully deduplicated master database across every AI directory
• non-technical buyers who only want a one-time static spreadsheet

Try a small run first

Start with 5 or 10 tools.

That is the fastest way to confirm:

• the fields are right
• the output format fits your workflow
• the actor is worth scaling up for your use case