Quick read
How to read ai-db.science quickly
ai-db.science looks like technology & computing. Traffic signals point to roughly 95 monthly visits. Current AI trust scoring is 46/100.
What to do next
- The stack appears to include Cloudflare.
- Open the Traffic tab if you need audience scale and geography before outreach.
- Open the Business tab if trust, monetization, or positioning is your first decision filter.
Provider Completeness
45/62 fields populated (73%)
11 providers
Providers with missing fields
meta: 2/3dns: 2/4ads: 3/5publisher: 2/5files: 2/3traffic: 12/16radar: 0/4
View field-level status
visual: 4/4
All expected fields present
meta: 2/3
Missing: description
seo: 5/5
All expected fields present
dns: 2/4
Missing: mxRecords, txtRecords
ads: 3/5
Missing: advertiserIds, advertiserNames
publisher: 2/5
Why this module matters
Business signals help answer “is this a real opportunity?”
Use the business tab to understand trust, monetization, audience fit, and brand posture before you spend time on outreach, partnerships, or competitive teardown work.
- Trust score and sentiment are your first risk screen.
- Business summary and audience notes speed up qualification.
- Ads and monetization patterns reveal how the site captures value.
Business Intelligence
Business Profile
A newly installed MediaWiki instance focused on AI knowledge sharing and documentation. The site appears to be in early setup phase with default configuration still visible.
Business ModelCommunity/Content Platform
Target AudienceAI researchers, developers, and enthusiasts seeking collaborative knowledge documentation
Classification
CategoryTechnology & Computing
Sub-CategorySoftware
wikimediawikiknowledge-baseaicollaborativeopen-source
Trust & Risk
Trust Assessment
Trust Score46/100
SentimentProfessional
Spam DetectionClean
Google Ads Transparency
Is AdvertiserNot Advertising
Ad Count0
no_advertiser_idno_creative_results
Publisher Monetization
ads.txtMissing
Monetization Signals
missing_ads_txt
AI Visual Analysis
Design StyleMinimalist
VibeFunctional
UI Score4/100
Detected Logo TextSet $wgLogo to the URL path to your own logo image.
IAB Taxonomy
IAB CategoryTechnology & Computing
IAB Sub-CategorySoftware
Confidence85%
wikimediawikiknowledge-baseaicollaborativeopen-source
Business Insights
Business Model
Community/Content Platform model detected
Trust Level
Medium trust with 46/100 score
Audience
AI researchers, developers, and enthusiasts seeking collaborative knowledge documentation
Keep exploring
Keep exploring from this report
Browse the related category, topic, or technology path, open alternatives, or move into comparison when you have a second domain.
Related category
Browse Technology & Computing sites
Move from this site data report into the broader market cluster.
Use category pages when market context matters more than one domain.
Related topic
Browse Software sites
Use the topic route when audience and editorial intent matter more than category.
Topic pages help you compare audience intent around the same domain.
Related technology
Browse Cloudflare websites
Pivot from one domain into a stack-based discovery path.
Technology pages help you compare implementation patterns across similar sites.
Alternatives
Open ai-db.science alternatives
Review similar domains ranked by category, audience, technology overlap, and match reasons.