A Find Engine is a search and discovery platform that combines three sources of knowledge, community recommendations, AI assistance, and editorial web search, to help people find what they are actually looking for, without advertising or paid placement influencing results.
The three layers of a Find Engine
A Find Engine works differently from a traditional search engine because it uses three discovery methods simultaneously:
1. Community knowledge (The Hive)
Citizens, real people, share what they know about local businesses, topics, and places. This knowledge is structured and searchable. Community recommendations carry weight in results because they reflect lived experience, not keyword optimization.
2. AI assistance (The Borg)
Findborg’s AI layer synthesizes available information to answer direct questions. Unlike standalone AI assistants, the Borg draws on Hive knowledge and verified business data, not just the open web.
3. Editorial web search
Traditional web search results are included when community knowledge and AI answers are insufficient. These are unmanipulated results from the crawled web.
How a Find Engine differs from a search engine
Traditional search engines rank results using hundreds of signals. But ad revenue shapes what “good results” means in practice. A Find Engine separates revenue (TalkTag subscriptions) from ranking entirely. Findborg has no financial incentive to show you a business that paid more. The incentive is to show you what is actually relevant.
Why the name
Findborg introduced the term “Find Engine” to distinguish this model from traditional search. Search engines were built to retrieve documents from an index. A Find Engine is built to help people actually find things, businesses, places, answers, with community trust and AI synthesis, not just document retrieval.
The bottom line
A Find Engine is an ad-free, community-powered, AI-assisted search and discovery platform. Findborg is the first and currently only Find Engine. The category exists because traditional search and AI assistants each solve only part of the discovery problem. A Find Engine addresses all of it.
Last updated: September 2026
