Nicheloom visits: 58,111 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Search London StreetView panoramas by text

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Inspired by All Text in NYC (https://alltext.nyc) by Yufeng Zhang I thought I would replicate something similar for London.A searchable tool that lets you explore text captured across Google Street View imagery in London; shop signs, posters, graffiti, van numbers etc

HN · launched Nov 20, 2025 · 39 upvotes (top 21%) · 0 views

Niche: multimedia and records search engines · 74 launches, 4 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Search & retrieval
  • B2C
  • AI feature
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Partial While the front-end map and text search interface is straightforward, ingesting and running OCR at scale over millions of London Google Street View panoramas requires significant data pipeline orchestration and compute costs.

What it would actually take: Building this requires a crawler using the Google Street View Static API or scraping SV tiles across a dense London coordinate grid, followed by an OCR processing pipeline (e.g. PaddleOCR or cloud vision APIs). The extracted text with bounding boxes and geographic coordinates is then indexed into a geospatial search database like PostgreSQL with PostGIS or Elasticsearch, connected to a Mapbox/Leaflet web UI.

Discussion

14 comments analyzed.

Competitors mentioned: Google Street View (direct alternative), Search all text in New York City, All text in Brooklyn

Concerns raised: Google throttles scrapers / rate limiting issues, Incomplete search results (missing some businesses like R Soles, Batman statue), Only matches text queries to actual text, not visual content, Phrase search doesn't work as expected (searches individual words instead), Paywall blocks access to more results ($29/month subscription required)

Feature requests: Object detection in next run (rubbish bins, street furniture), Match text queries to visual content, not just OCR text, Global version beyond London, Support for historic panoramas, Higher resolution coverage (5m spacing instead of 50m)

Competitors

Other products that read as similar to this one : 112 launches clear the similarity bar, closest 8 shown.

Attention rank: #22 of 113 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Looks like the first mover among its competitors.

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.