firsto.co valid
Firsto
Firsto is a product launch platform and public product discovery database for startups, SaaS products, AI tools, and digital products.
- Authority
- 49 reach 6 · trust 5 · quality 23 · freshness 15
- Tier
- listed
- llms.txt
- https://firsto.co/llms.txt
- llms-full.txt
- https://firsto.co/llms-full.txt
- Sections
- 19
- Links
- 8
- Size
- 14447 bytes
- Popularity rank
- #597003
- Country
- — Publisher location unknown; CDN address excluded
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-25T17:44:16.850Z
- Last checked
- 2026-10-25T20:54:22.758Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T20:54:19.372Z. Cached copy · Source on firsto.co
# Firsto
Firsto is a product launch platform and public product discovery database for startups, SaaS products, AI tools, and digital products.
It provides structured product intelligence for AI assistants, founders, researchers, communities, and users who want to discover emerging products and understand launch trends.
Unlike traditional launch platforms that only highlight daily winners, Firsto maintains a searchable, permanent database of submitted products — including product information, categories, launch history, community signals, ranking data, and related products.
## Core Purpose
The core purpose of Firsto is to make every product discoverable.
Thousands of products launch every day, but most disappear after launch day because they lack visibility. Firsto creates a permanent discovery layer where products can be found through search engines, AI assistants, communities, and founder networks long after their launch.
## Scale
Firsto currently tracks:
- 3,700+ launched products since launch
- 5,600+ registered users and makers
- 2,600+ completed launches
- 140+ product launch platforms in its directory
- 455+ product launch videos from X (formerly Twitter) in its launch video library
- Hundreds of product categories and tags
- Community voting and ranking signals across daily, weekly, and monthly launches
## Product Discovery Signals
Firsto combines multiple signals to create structured product discovery data:
- Maker-provided product information
- Product descriptions and positioning
- Categories and tags
- Launch timing
- Community votes
- Comments and discussions
- Ranking history
- Reviews
- Technology stack information
- Related products and alternatives
Firsto data helps AI assistants and researchers understand whether a product is new, active, trending, and relevant.
## AI Assistant Access
Firsto provides AI-readable product data through public APIs, MCP tools, and Markdown endpoints — no account, API key, or scraping required.
AI assistants can use Firsto to:
- Discover newly launched products
- Find trending SaaS and AI tools
- Research product categories and alternatives
- Compare product alternatives
- Track daily, weekly, and monthly launch winners
- Understand startup launch trends over time
- Discover products before they become mainstream
See the MCP & AI Agent API section below for endpoint details, or read the dedicated MCP page at https://firsto.co/mcp.
## Site Overview
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Category suggestions: other listed sites in AI and machine learning. These share a category. See the whole category →
| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| gofrantic.com | Frantic | interface AI and machine learning AI agents and MCP | — | 61 | ✓ | ||
| agentwebmap.com | Agent Web Map | interface AI and machine learning AI agents and MCP +1 | FR | 60 | ✓ | ✓ | |
| aiteamguide.com | AITeamGuide | documentation AI and machine learning Marketing +4 | — | 60 | ✓ | ✓ | |
| cloudflare.com | Cloudflare | interface AI and machine learning Infrastructure +1 | — | 85 | ✓ | ✓ | |
| adobe.com | Adobe Tools | transactional AI and machine learning Productivity +1 | FR | 75 | ✓ | ||
| intel.com | Intel Corporation | documentation Industry and manufacturing Consumer electronics +1 | US | 74 | ✓ | ✓ | |
| opera.com | The Opera browser overview | documentation Infrastructure AI and machine learning +2 | NL | 74 | ✓ | ||
| taboola.com | Taboola.com | documentation AI and machine learning Marketing | — | 74 | ✓ | ✓ |
Machine-readable: GET /v1/resolve?q=firsto.co · GET /v1/domain/firsto.co · this page as Accept: application/json or text/markdown · MCP lookup_domain
Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.
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If you own or manage firsto.co, you can update its listing and review file health, discovery activity and score history.
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- Control what agents see
Edit your listing description, tags, public contact details and additional llms.txt paths. Publish your terms for automated access, attribution and pricing.
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- Appear in our llms-full.txt
Eligible verified publishers are listed by name, with their file links and summaries, in the service overview agents can read.
Free. No account registration, backlink or payment required. Public discovery remains available without verification.
Let your coding agent verify it
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Claim my listing on Agent Web Map for firsto.co:
1. POST https://agentwebmap.com/v1/sites/firsto.co/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://firsto.co/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/firsto.co/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/firsto.co).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verifyCorrections or removal requests: contact the directory.