How do I read a full alternative?

Pass its id as the tool in Futurepedia tool for pros, cons, plans and rating breakdown.

Do I pay for lookups that come back empty?

No. You are charged per result, so a request that finds nothing costs nothing. Testing this against a messy list is free to get wrong.

What does a request cost?

1 point per returned record, which is $1 per 1,000, and only records that come back are charged. Points come out of your monthly plan allowance.

Startup & Funding Data

Futurepedia Tool Alternatives API and MCP — Similar AI Tools With Pricing and Rating

Send a tool slug or link and get the alternatives Futurepedia lists for it, each with name, description, website, pricing, starting price, rating, review count, features, categories and link. max_items goes up to 8 for this endpoint.

Run it in the app Read the API docs

You send: a Futurepedia tool slug or link, and how many alternatives you want (up to 8)
You get back: name, description, pricing, rating, categories and link for each alternative to the tool
Coverage: Futurepedia records with a public page.
Price: 1 point per returned record — $1 per 1,000; Billed per record actually returned, capped by max_items. A request that returns nothing costs nothing.

Comparison

Ways to get this data

Three approaches teams use today, and where each one runs into trouble.

Approach	What it takes	Cost	Trade-off
Futurepedia directly	Open the page on Futurepedia and scroll through the list	Free, and slow	Fine for one record, useless across a list, and the layout differs on every platform
Building a scraper	Write it, host it, and repair it when Futurepedia changes its pages	Engineering time	A maintenance commitment for something that isn't your product
NeuralVerge	One request, the same shape as every other source in the catalog	$1 per 1,000, misses not billed	Returns what Futurepedia publishes at request time. Other platforms are separate sources with the same request format

Response

What you get back

Every field in the example response below.

Field	Type	Description
`session_id`	string	Id of this run, for tracing.
`kind`	string	Source type of the response.
`tool`	string	The tool you sent.
`max_items`	number	The cap you sent on returned records.
`start_page`	number	First page read.
`partial`	boolean	True when the run stopped before reaching max_items.
`human`	string	Readable summary: query, result count and a traffic line.
`machine.total_items`	number	Number of records returned in this response.
`machine.items[]`	array	The returned records, each with the fields listed below.
`machine.first_item`	object	A copy of the first record in items[], for a quick read.
`machine.total_found`	number\|null	Total matches when the platform reports one; null when it does not.
`machine.page_count`	number	Pages read for this response.
`machine.blocked`	boolean	True if the platform refused the read.
`machine.proxy_traffic_bytes`	number	Traffic used by the run, in bytes.
`total_points`	number	Points charged: 1 per returned record.
`machine.first_item.id`	string	Tool slug on Futurepedia.
`machine.first_item.name`	string	Tool name.
`machine.first_item.url`	string	Link to the tool page.
`machine.first_item.alias`	string	Same slug as id.
`machine.first_item.tool_id`	string	Futurepedia's internal tool id.
`machine.first_item.description`	string	One-line description.
`machine.first_item.image`	string	Logo or image link.
`machine.first_item.website_url`	string	The tool's website.
`machine.first_item.pricing[]`	array	Pricing models, e.g. Freemium or Paid.
`machine.first_item.starting_price`	string\|null	Starting price as text, null when none is listed.
`machine.first_item.rating`	number\|null	Average rating, null when there are no ratings.
`machine.first_item.review_count`	number	Number of reviews.
`machine.first_item.verified`	boolean	Whether the tool is marked verified.
`machine.first_item.favorites_count`	number	Number of favorites.
`machine.first_item.label`	string\|null	Label such as editorsPick, or null.
`machine.first_item.deal_text`	null	Null in the sample; no deal text.
`machine.first_item.features[]`	array	Feature tags, e.g. Open Source or API.
`machine.first_item.categories[]`	array	Categories with name, slug and link.
`machine.first_item.published_at`	string	When the tool was added.
`machine.first_item.updated_at`	string	When the listing was last updated.
`machine.first_item.alternative_to`	string	The tool these alternatives belong to.

Response

Example response

A real response, as returned.

{
  "session_id": "11111111-1111-1111-1111-111111111111",
  "kind": "futurepedia_tools_alternatives",
  "tool": "midjourney",
  "max_items": 2,
  "start_page": 1,
  "partial": false,
  "human": "# Futurepedia — tool alternatives\n\n- **Tool:** midjourney\n- **Results:** 2 of 8 found\n- **Proxy traffic:** 511.8 KB",
  "machine": {
    "total_items": 2,
    "first_item": {
      "id": "stable-diffusion",
      "name": "Stable Diffusion",
      "url": "https://www.futurepedia.io/tool/stable-diffusion",
      "alias": "stable-diffusion",
      "tool_id": "32d1b0d0-17b3-4f3e-b8e2-82d17d7654f7",
      "description": "Generate stunning images from text with this AI tool.",
      "image": "https://cdn.futurepedia.io/7b25e23bd703e8cc47dec9b7f4e27192e38f8183-100x100.svg",
      "website_url": "https://stability.ai/news/introducing-stable-diffusion-3-5/",
      "pricing": [
        "Freemium"
      ],
      "starting_price": null,
      "rating": 5,
      "review_count": 1,
      "verified": true,
      "favorites_count": 1773,
      "label": "editorsPick",
      "deal_text": null,
      "features": [
        "Open Source",
        "API"
      ],
      "categories": [
        {
          "name": "image generators",
          "slug": "image-generators",
          "url": "https://www.futurepedia.io/ai-tools/image-generators"
        },
        {
          "name": "text to image",
          "slug": "text-to-image",
          "url": "https://www.futurepedia.io/ai-tools/text-to-image"
        },
        {
          "name": "design generators",
          "slug": "design-generators",
          "url": "https://www.futurepedia.io/ai-tools/design-generators"
        }
      ],
      "published_at": "2022-12-29T14:28:19.038Z",
      "updated_at": "2026-09-16T15:59:43Z",
      "alternative_to": "midjourney"
    },
    "items": [
      {
        "id": "stable-diffusion",
        "name": "Stable Diffusion",
        "url": "https://www.futurepedia.io/tool/stable-diffusion",
        "alias": "stable-diffusion",
        "tool_id": "32d1b0d0-17b3-4f3e-b8e2-82d17d7654f7",
        "description": "Generate stunning images from text with this AI tool.",
        "image": "https://cdn.futurepedia.io/7b25e23bd703e8cc47dec9b7f4e27192e38f8183-100x100.svg",
        "website_url": "https://stability.ai/news/introducing-stable-diffusion-3-5/",
        "pricing": [
          "Freemium"
        ],
        "starting_price": null,
        "rating": 5,
        "review_count": 1,
        "verified": true,
        "favorites_count": 1773,
        "label": "editorsPick",
        "deal_text": null,
        "features": [
          "Open Source",
          "API"
        ],
        "categories": [
          {
            "name": "image generators",
            "slug": "image-generators",
            "url": "https://www.futurepedia.io/ai-tools/image-generators"
          },
          {
            "name": "text to image",
            "slug": "text-to-image",
            "url": "https://www.futurepedia.io/ai-tools/text-to-image"
          },
          {
            "name": "design generators",
            "slug": "design-generators",
            "url": "https://www.futurepedia.io/ai-tools/design-generators"
          }
        ],
        "published_at": "2022-12-29T14:28:19.038Z",
        "updated_at": "2026-09-16T15:59:43Z",
        "alternative_to": "midjourney"
      },
      {
        "id": "craiyon",
        "name": "Craiyon",
        "url": "https://www.futurepedia.io/tool/craiyon",
        "alias": "craiyon",
        "tool_id": "a22ab7ba-15c0-4142-ac82-98325381dc7c",
        "description": "Transforms text into vivid, diverse artistic images.",
        "image": "https://cdn.futurepedia.io/61b8ec2e59f6fd8a58e4ac8431acfb1fdca78490-512x512.svg",
        "website_url": "https://www.craiyon.com/",
        "pricing": [
          "Freemium"
        ],
        "starting_price": "$12/mo",
        "rating": 5,
        "review_count": 1,
        "verified": true,
        "favorites_count": 1624,
        "label": null,
        "deal_text": null,
        "features": [
          "No Signup Required"
        ],
        "categories": [
          {
            "name": "cartoon generators",
            "slug": "cartoon-generators",
            "url": "https://www.futurepedia.io/ai-tools/cartoon-generators"
          },
          {
            "name": "text to image",
            "slug": "text-to-image",
            "url": "https://www.futurepedia.io/ai-tools/text-to-image"
          },
          {
            "name": "fun tools",
            "slug": "fun-tools",
            "url": "https://www.futurepedia.io/ai-tools/fun-tools"
          }
        ],
        "published_at": "2022-11-04T15:02:48Z",
        "updated_at": "2026-09-16T15:35:18Z",
        "alternative_to": "midjourney"
      }
    ],
    "total_found": 8,
    "page_count": 1,
    "blocked": false,
    "proxy_traffic_bytes": 524104
  },
  "total_points": 2
}

Integration

How to run it

The same lookup works from the app, the API, or as a tool an agent can call mid-task.

Results come back in the same envelope as every other source: a session id, a readable summary, the structured result and the points charged. max_items caps how many records are returned and billed.

curl -X POST https://api.neuralverge.ai/functions/v1/run-futurepedia-tools-alternatives \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"tool":"midjourney","max_items":2}'

Use cases

What teams use it for

Where this field shows up in an actual workflow.

Competitor mapping

List the tools Futurepedia treats as alternatives to your product or a rival.

Buyer guides

Gather name, pricing and rating for comparison pages.

Pricing benchmarks

Compare starting prices across alternatives to one tool.

Category scouting

Use the categories on each alternative to find adjacent segments.

Coverage & limits

Coverage, freshness and limits

What this source covers, how fresh it is, and where it stops.

Coverage

Futurepedia records with a public page.

Freshness

Read at request time, so the answer reflects the platform as it stands when you ask.

Handling

This source returns information Futurepedia shows publicly. Every response carries the session id you can trace.

What it will not do

—At most 8 alternatives per tool, since max_items tops out at 8.
—Which tools count as alternatives is Futurepedia's own list; this page does not rank or judge them.
—Ratings can rest on a single review, as in the sample. Check review_count.

FAQ

Questions, answered

Up to 8 per tool.

Related sources

Futurepedia tool

Description, rating and review count, categories, pricing, key features, pros and cons, use cases, pricing plans, rating breakdown and social links.

Futurepedia tool search

Name, description, pricing, rating, categories and link for each AI tool in the category.

Futurepedia tool reviews

Rating, review text and reviewer name for each user review of the tool.

All startup & funding data

Startup directories, funding databases, launch platforms and investor data.

Try futurepedia tool alternatives on your own data

One request format across every source in the catalog.

Get started