Ni Biashara Agent Index
Live counts of AI assistants reading diaspora businesses
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Which AI assistants read 2,127 African and Caribbean diaspora businesses — live, in public. The directory is machine-readable end to end (open JSON API, llms.txt, MCP server, A2A agent card). This page opens the logs: AI reads over 7 and 30 days, who's reading (OpenAI, Anthropic, Perplexity, Meta, Apple, ranked), most-read listings, metros and categories. Named AI crawlers only, one read per visitor, page and day. Same data as JSON at /api/v1/reads.
PH · launched Nov 10, 2026 · 1 upvote (top 65%) · 0 views
Niche: ai customer support agents · 199 launches, 19 in the last 7 days ▲ +12% · Explore this niche →
Category and tags
- Retail & commerce
- Analytics & BI
- B2B
- AI feature
- Hobby / open-source project
- API
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 199 launches in ai customer support agents →
Could you build this?
Partial The site and API are standard, but the value depends on a curated dataset of 2,127 diaspora businesses and on log data from AI crawlers, which a builder must collect and maintain.
What it would actually take: The technical stack is a simple database with a public JSON API, llms.txt, and an MCP server, plus log analytics for AI user agents. The hard part is the proprietary business dataset, which requires sourcing, verifying, and keeping thousands of listings current, often through community or manual effort. Credibility in these communities also needs local knowledge and trust-building.
Competitors
Other products that read as similar to this one : 175 launches clear the similarity bar, closest 8 shown.
Attention rank: #76 of 176 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 310 days after the earliest competitor.
- World AI Reader · ph · 2026-09-22 · 1 upvotes · similarity 0.46
- AI Daily · ph · 2026-09-13 · 3 upvotes · similarity 0.43
- Up To Date · ph · 2026-09-13 · 2 upvotes · similarity 0.42
- aiseen.cloud · ph · 2026-11-05 · 1 upvotes · similarity 0.42
- QuikSignal · ph · 2026-09-23 · 1 upvotes · similarity 0.41
- Slate · ph · 2026-09-18 · 1 upvotes · similarity 0.41
- AgentaOS Stores · ph · 2026-11-03 · 1 upvotes · similarity 0.40
- AgentIQ · ph · 2026-09-14 · 1 upvotes · similarity 0.40
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.