Products

Directory Bear

AI-native

Over 4 TB of clean text for the teams building AI.

dirbear.com AI Models & Agents / Training Data & Labeling

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$416.67/mo
Higher than 81% of peersNiche median $29/mo
Creators
Oswin AI
@directorybear· 1 followers
Launched
7mo ago
2026-04-09 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events2 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
X accounts@directorybear

  • Launched on Fazier (28 upvotes · 6 comments)Launch

    Directory Bear — The World's Largest AI-Curated Web Directory.

    Apr 23 · 7mo agoLaunch page

  • Launched on Product HuntLaunch

    The World's Largest AI-Curated Web Directory.

    Apr 9 · 7mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Fazier
2026-04-23Source
What engineers like:
AI-curated&nbsp;directory&nbsp;of&nbsp;946,000+&nbsp;websites,&nbsp;explored&nbsp;and&nbsp;categorized&nbsp;automatically Transparent&nbsp;Bear&nbsp;Rank&nbsp;(BR)&nbsp;scoring&nbsp;from&nbsp;0–100&nbsp;based&nbsp;on&nbsp;popularity,&nbsp;authority,&nbsp;longevity,&nbsp;and&nbsp;safety 35+&nbsp;browsable&nbsp;categories&nbsp;from&nbsp;SaaS&nbsp;tools&nbsp;to&nbsp;niche&nbsp;hobby&nbsp;sites AI-generated&nbsp;site&nbsp;descriptions,&nbsp;FAQs,&nbsp;and&nbsp;one-liner&nbsp;summaries&nbsp;for&nbsp;every&nbsp;profile Instant&nbsp;search&nbsp;with&nbsp;progressive&nbsp;results&nbsp;as&nbsp;you&nbsp;type Free&nbsp;site&nbsp;submission&nbsp;—&nbsp;get&nbsp;your&nbsp;BR&nbsp;score&nbsp;with&nbsp;no&nbsp;pay-to-play Paginated&nbsp;"New&nbsp;Sites"&nbsp;section&nbsp;showcasing&nbsp;recently&nbsp;added&nbsp;websites Full&nbsp;sitemap&nbsp;coverage&nbsp;for&nbsp;SEO&nbsp;discoverability&nbsp;across&nbsp;all&nbsp;946K+&nbsp;pages
Best suited for:
Discover&nbsp;quality&nbsp;websites&nbsp;that&nbsp;get&nbsp;buried&nbsp;in&nbsp;traditional&nbsp;search&nbsp;engines Research&nbsp;competitors&nbsp;by&nbsp;browsing&nbsp;category&nbsp;rankings&nbsp;and&nbsp;BR&nbsp;scores Evaluate&nbsp;a&nbsp;website's&nbsp;trustworthiness&nbsp;before&nbsp;engaging&nbsp;with&nbsp;it Find&nbsp;new&nbsp;tools,&nbsp;resources,&nbsp;and&nbsp;services&nbsp;across&nbsp;dozens&nbsp;of&nbsp;categories Submit&nbsp;your&nbsp;own&nbsp;site&nbsp;to&nbsp;build&nbsp;backlinks&nbsp;and&nbsp;increase&nbsp;visibility Benchmark&nbsp;your&nbsp;website's&nbsp;quality&nbsp;against&nbsp;others&nbsp;in&nbsp;your&nbsp;category Curate&nbsp;lists&nbsp;of&nbsp;top-rated&nbsp;sites&nbsp;for&nbsp;blog&nbsp;posts,&nbsp;newsletters,&nbsp;or&nbsp;recommendations

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

CLI / SDK
Exposed tool capabilities:
Training, fine-tuning and evaluation
Browse developer & CLI tools →

Traffic sources

Oct 2026

Traffic breakdown

Channels

No data yet

Countries

No data yet

Search

Domain authority —Domain registered 2026-04-03

KeywordMonthly volume
directory bear30

Traffic data: Vaneform

Pricing

Starter sets
$49/once
Mixed, 500,000 documents · 1.0 GB
Science & Engineering
$199/once
4.7B 8.8 GB
Health & Medicine
$149/once
8.0B 14.8 GB
Home, Food & Craft
$99/once
7.9B 14.7 GB
One full crawl
$3,000/once
100.7M documents, 105B tokens, 197 GB · Two months of download access.
Whole Library
$5,000/yr (billed annually)
Encyclopedia
$1,200/once
Encyclopedia, 15 million entries
Questions and answers
$1,500/once
Questions and answers, 200 million records · About 55B tokens.

Trial: None · 8 paid tiers ($49–$5000) · Observed 2026-11-06 · Pricing page

Entry price $416.67/mo, Higher than 81% of peers; “Training Data & Labeling” median is $29/mo.View pricing benchmark

Pages & changes

Tracked since 2026-04-09

Key pages

Weekly snapshots
oswin-ai.com/data/ Snapshot 2026-11-07

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does Directory Bear cost?
Starter sets: $49/once; Science & Engineering: $199/once; Health & Medicine: $149/once; Home, Food & Craft: $99/once; One full crawl: $3,000/once; Whole Library: $5,000/yr (billed annually); Encyclopedia: $1,200/once; Questions and answers: $1,500/once. Observed 2026-11-06. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Directory Bear get?
Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Directory Bear and what platforms does it support?
Directory Bear is catalogued under Training Data & Labeling: Over 4 TB of clean text for the teams building AI.. Supported platforms: CLI / SDK.

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