Where do I get topic slugs?

Each result carries topic_slugs, such as ai-agents or productivity.

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

PitchWall Products Search API and MCP — Newest Products and Topic Listings

Send only max_items to list the newest PitchWall products, or add a topic such as ai to list the products tagged with it. Each record has name, link, tagline, website, image, publish date, upvotes, verified flag and the topics with their slugs.

Run it in the app Read the API docs

You send: an optional topic (tag), a max_items cap (up to 250) and optionally a start page
You get back: the newest products, or the products of one topic, with name, tagline, website, topics, publish date and link
Coverage: PitchWall 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
PitchWall directly	Type the query into PitchWall and read the results	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 PitchWall 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 PitchWall 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.
`max_items`	number	The cap on returned records, as run.
`start_page`	number	Page the run started from.
`partial`	boolean	True when the run stopped before reaching max_items.
`human`	string	Readable summary: the query, how many results came back and how many were found.
`total_points`	number	Points charged for the run.
`machine.total_items`	number	Number of products returned in this response.
`machine.total_found`	null	Total matches reported by the platform, when it reports one. Null in the sample.
`machine.first_item.id`	string	Product slug.
`machine.first_item.name`	string	Product name.
`machine.first_item.url`	string	Link to the product page.
`machine.first_item.tagline`	string	Product description line.
`machine.first_item.website_url`	string	Product website.
`machine.first_item.image_url`	string	Main image URL.
`machine.first_item.published_at`	string	Publish time, ISO 8601 (UTC).
`machine.first_item.upvotes`	number	Upvotes on the product.
`machine.first_item.verified`	boolean	Whether the listing is marked verified.
`machine.first_item.topics`	array	Topic names.
`machine.first_item.topic_slugs`	array	Topic slugs, usable as the topic input.
`machine.items[]`	array	Products returned, same shape as first_item.
`machine.page_count`	number	Pages read for the run.
`machine.blocked`	boolean	Whether the platform refused the request.
`machine.proxy_traffic_bytes`	number	Size of the data transferred for the run, in bytes.

Response

Example response

A real response, as returned.

{
  "session_id": "11111111-1111-1111-1111-111111111111",
  "kind": "pitchwall_products_search",
  "max_items": 2,
  "start_page": 1,
  "partial": false,
  "human": "# PitchWall — products search\n\n- **Query:** all\n- **Results:** 2\n- **Proxy traffic:** 7.3 KB",
  "machine": {
    "total_items": 2,
    "first_item": {
      "id": "lindy-ai",
      "name": "Lindy AI teammate for business workflows",
      "url": "https://pitchwall.co/product/lindy-ai",
      "tagline": "Lindy connects to your company tools and handles multi-step work across teams, from support triage and CRM updates to marketing analysis and engineering tasks.",
      "website_url": "https://www.lindy.ai/",
      "image_url": "https://cdn.pitchwall.co/thumbnail/images/a2f0664c-927c-490a-9dc6-7aebcefaf586.png",
      "published_at": "2026-10-09T08:19:27.000000Z",
      "upvotes": 0,
      "verified": false,
      "topics": [
        "ai agents",
        "Productivity"
      ],
      "topic_slugs": [
        "ai-agents",
        "productivity"
      ]
    },
    "items": [
      {
        "id": "lindy-ai",
        "name": "Lindy AI teammate for business workflows",
        "url": "https://pitchwall.co/product/lindy-ai",
        "tagline": "Lindy connects to your company tools and handles multi-step work across teams, from support triage and CRM updates to marketing analysis and engineering tasks.",
        "website_url": "https://www.lindy.ai/",
        "image_url": "https://cdn.pitchwall.co/thumbnail/images/a2f0664c-927c-490a-9dc6-7aebcefaf586.png",
        "published_at": "2026-10-09T08:19:27.000000Z",
        "upvotes": 0,
        "verified": false,
        "topics": [
          "ai agents",
          "Productivity"
        ],
        "topic_slugs": [
          "ai-agents",
          "productivity"
        ]
      },
      {
        "id": "pim-eyes",
        "name": "PimEyes face search and reverse image search",
        "url": "https://pitchwall.co/product/pim-eyes",
        "tagline": "Search the open web for photos containing a face, review matching pages, and monitor new appearances with PimEyes face recognition search.",
        "website_url": "https://pimeyes.com",
        "image_url": "https://cdn.pitchwall.co/thumbnail/images/a2f036d2-4ad1-4b2f-af25-9339fd551cd4.png",
        "published_at": "2026-10-09T06:06:42.000000Z",
        "upvotes": 0,
        "verified": false,
        "topics": [
          "Face Search",
          "Online Privacy"
        ],
        "topic_slugs": [
          "face-search",
          "online-privacy"
        ]
      }
    ],
    "total_found": null,
    "page_count": 1,
    "blocked": false,
    "proxy_traffic_bytes": 7504
  },
  "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-pitchwall-products-search \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"max_items":2}'

Use cases

What teams use it for

Where this field shows up in an actual workflow.

New-product feed

Run it regularly to collect newly listed products with their websites.

Topic scans

Filter to one topic, such as ai, to see what is being listed there.

Seed a lookup list

Take product links from the results and read full pages with the PitchWall product source.

Coverage & limits

Coverage, freshness and limits

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

Coverage

PitchWall 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 PitchWall shows publicly. Every response carries the session id you can trace.

What it will not do

—Results are the newest listings or one topic; keyword search is not part of this source.
—Names and taglines are written by the submitters.
—total_found is null in the sample, so the total number of listings is not reported.

FAQ

Questions, answered

No. Without it the source returns the newest products.

Related sources

PitchWall product

One PitchWall product page.

Product Hunt launches search

Search launches by keyword.

Y Combinator companies search

Directory search with filters.

All startup & funding data

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

Try pitchwall products search on your own data

One request format across every source in the catalog.

Get started