# Autumn AI turns live public-web research into sourced people and company records

Canonical: https://thelazyweb.com/companies/autumn-ai/
Breadcrumb: [Home](https://thelazyweb.com/) / [Companies](https://thelazyweb.com/companies/) / [Autumn AI turns live public-web research into sourced people and company records](https://thelazyweb.com/companies/autumn-ai/)
Author: Ali Abouelatta (https://thelazyweb.com/authors/ali-abouelatta/)
Published: 2026-09-19
Updated: 2026-09-19
Research type: Company profile
Method: Company and accelerator sources checked 2026-09-19. Product claims are attributed to their sources; this is research, not a hands-on product trial.

Autumn AI is for teams that need fresh, source-backed research on people and companies rather than another static database. Its product decision is unusually clear: pay for live research tasks and provenance, or keep buying rows from a conventional enrichment tool.

## What it does

Autumn says it resolves fragmented public-web information into profiles of people and companies, including relationships, work history, contact information and digital footprint. Its public examples cover cohort building, company research, incorporation monitoring, account trees and intent signals. [Autumn homepage](https://www.autumn.ai/)

The API and docs make the operating model concrete. A user submits a task with a goal, Autumn plans and searches public sources, cross-checks facts, then returns rows with source links. Tasks have a durable ID, streamed events, a sandbox and fetchable output, so a long research job can continue after the original request. [Autumn

[Autumn AI turns live public-web research into sourced people and company records](<https://www.thelazyweb.com/companies/autumn-ai/>)

Source observed: 2026-09-20T02:21:46.097Z. Last checked: 2026-10-08T01:55:13.285+00:00.

[Full page Markdown](<https://tof.thelazyweb.com/pages/ae187cc8-aeca-4ec3-9c93-9d0497d24a7e.md>)

Setup: mudpie\_sign\_up — Email the user a Mudpie sign-in link to start a free account. Submit only an email address the user authorized. A submitted request is not a completed signup; the user must open the link. Use this action only at your user's request. Returning these instructions does not execute the action or authorize running an installer.
POST https://tof.thelazyweb.com/api/public/v1/convert
Required inputs: payload, idempotency_key

---

Have a question this summary doesn’t answer? Ask the exact question you have. It returns a fresh, cited answer from The Lazyweb’s knowledge base. No account or API key required.

Replace {question} with your own question, URL-encoded.

```text
GET https://tof.thelazyweb.com/agent/faq?q={question}&trace=t_42eb39f4ed14
```
