nvNeuralVerge
Startup & Funding Data

BetaList Latest Startups API and MCP — Newest Launches With Taglines and Links

Ask for the latest startups on BetaList and get them back newest first, each with its name, tagline, logo image and BetaList link. Set max_items to choose how many (up to 250) and start_page to move further down the list.

You send
how many startups you want (max_items, up to 250) and, optionally, the page to start from
You get back
the newest BetaList startups, newest first, each with name, tagline, logo image and BetaList link
Coverage
BetaList 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.

ApproachWhat it takesCostTrade-off
BetaList directlyOpen the page on BetaList and scroll through the listFree, and slowFine for one record, useless across a list, and the layout differs on every platform
Building a scraperWrite it, host it, and repair it when BetaList changes its pagesEngineering timeA maintenance commitment for something that isn't your product
NeuralVergeOne request, the same shape as every other source in the catalog$1 per 1,000, misses not billedReturns what BetaList 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.

FieldTypeDescription
session_idstringId of this run, for tracing.
kindstringSource type of the response.
max_itemsnumberThe cap you sent on returned records.
start_pagenumberFirst page read.
partialbooleanTrue when the run stopped before reaching max_items.
humanstringReadable summary: query, result count and a traffic line.
machine.total_itemsnumberNumber of records returned in this response.
machine.items[]arrayThe returned records, each with the fields listed below.
machine.first_itemobjectA copy of the first record in items[], for a quick read.
machine.total_foundnumber|nullTotal matches when the platform reports one; null when it does not.
machine.page_countnumberPages read for this response.
machine.blockedbooleanTrue if the platform refused the read.
machine.proxy_traffic_bytesnumberTraffic used by the run, in bytes.
total_pointsnumberPoints charged: 1 per returned record.
machine.first_item.idstringStartup slug on BetaList.
machine.first_item.namestringStartup name.
machine.first_item.urlstringLink to the startup page on BetaList.
machine.first_item.aliasstringSame slug as id.
machine.first_item.taglinestringOne-line description.
machine.first_item.imagestringLogo image link.
Response

Example response

A real response, as returned.

{
  "session_id": "11111111-1111-1111-1111-111111111111",
  "kind": "betalist_startups_latest",
  "max_items": 2,
  "start_page": 1,
  "partial": false,
  "human": "# BetaList — latest startups\n\n- **Query:** all\n- **Results:** 2\n- **Proxy traffic:** 209.6 KB",
  "machine": {
    "total_items": 2,
    "first_item": {
      "id": "lyricmv",
      "name": "Edyt",
      "url": "https://betalist.com/startups/lyricmv",
      "alias": "lyricmv",
      "tagline": "Add AI writing actions to any Mac or Windows app with a shortcut",
      "image": "https://resize.imagekit.co/WwbaX5acTOLTS4qO8pDMlx-stfqyWXji2sNComaUM8s/s:56:56/dpr:2/plain/s3://betalist-production/oo12mvxj0858rk382zt20oavo0jf"
    },
    "items": [
      {
        "id": "lyricmv",
        "name": "Edyt",
        "url": "https://betalist.com/startups/lyricmv",
        "alias": "lyricmv",
        "tagline": "Add AI writing actions to any Mac or Windows app with a shortcut",
        "image": "https://resize.imagekit.co/WwbaX5acTOLTS4qO8pDMlx-stfqyWXji2sNComaUM8s/s:56:56/dpr:2/plain/s3://betalist-production/oo12mvxj0858rk382zt20oavo0jf"
      },
      {
        "id": "nexly-agents",
        "name": "Edyt",
        "url": "https://betalist.com/startups/nexly-agents",
        "alias": "nexly-agents",
        "tagline": "Add AI writing actions to any Mac or Windows app with a shortcut",
        "image": "https://resize.imagekit.co/WwbaX5acTOLTS4qO8pDMlx-stfqyWXji2sNComaUM8s/s:56:56/dpr:2/plain/s3://betalist-production/oo12mvxj0858rk382zt20oavo0jf"
      }
    ],
    "total_found": null,
    "page_count": 1,
    "blocked": false,
    "proxy_traffic_bytes": 214628
  },
  "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-betalist-startups-latest \
  -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.

Early-stage launch feed

Pull the newest BetaList startups on a schedule and add new names to a prospect or research list.

Market scanning

Read the taglines of recent launches to see what founders are building right now.

Competitor alerts

Watch new entries for products that sit close to yours and open the full record when one does.

Newsletter and content research

Collect fresh startup names and one-line descriptions for a roundup.

Coverage & limits

Coverage, freshness and limits

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

Coverage

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

What it will not do
  • —Only name, tagline, logo and link per startup. Description, makers and topics are on the BetaList startup page.
  • —No keyword or topic filter on this list. BetaList startup search and BetaList topic startups cover those.
  • —Different startups can share a name and tagline in a list, as the two sample rows do. Key on id or url, not name.
FAQ

Questions, answered

Raise start_page to begin further down the list, and use max_items to set how many records come back per run.

Related

Related sources

Try betalist latest startups on your own data

One request format across every source in the catalog.

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