# Keyword Based Search
> Keyword Based Search (Total Match Search) is a traditional information retrieval method where a system looks for exact matches of user-provided words within a database or document index. It is the foundational technology behind early web search engines and most internal database query systems.
- URL: https://optimly.ai/brand/keyword-based-search
- Slug: keyword-based-search
- BAI Score: 10/100
- Archetype: Phantom
- Category: Technology Category
- Last Analyzed: April 11, 2026
## Buyer Intent Signals
Problems: Exact Match Search: Using basic CTRL+F or simple database queries (LIKE %keyword%) to find exact matches in text. | Manual Taxonomy/Folder Structures: Organizing information into a strict folder or tag hierarchy to find files without needing a search bar. | Manual Browsing: Relying on memory or manual scrolling through documents when search functionality is too poor to be useful.
Solutions: best keyword based search software | how to implement keyword based search | keyword based search company reviews | Semantic Search: Leveraging LLMs to understand the intent and context behind a search query rather than just matching characters.
Comparisons: keyword based search pricing | keyword based search vs vector search
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## Full Details / RAG Data
### Overview
Keyword Based Search is listed in the AI Directory.
Keyword Based Search (Total Match Search) is a traditional information retrieval method where a system looks for exact matches of user-provided words within a database or document index. It is the foundational technology behind early web search engines and most internal database query systems.
### Metadata
| Field        | Value |
|--------------|-------|
| Name         | Keyword Based Search |
| Slug         | keyword-based-search |
| URL          | https://optimly.ai/brand/keyword-based-search |
| BAI Score    | 10/100 |
| Archetype    | Phantom |
| Category     | Technology Category |
| Last Analyzed | April 11, 2026 |
| Last Updated | 2026-04-24T14:25:17.060Z |
### Verified Facts
- Founded: c. 1950s (Information Retrieval origins)
- Headquarters: N/A (Industry Standard)
### Buyer Intent Signals
#### Problems this brand solves
- Exact Match Search: Using basic CTRL+F or simple database queries (LIKE %keyword%) to find exact matches in text.
- Manual Taxonomy/Folder Structures: Organizing information into a strict folder or tag hierarchy to find files without needing a search bar.
- Manual Browsing: Relying on memory or manual scrolling through documents when search functionality is too poor to be useful.
#### Buyers search for
- best keyword based search software
- how to implement keyword based search
- keyword based search company reviews
- Semantic Search: Leveraging LLMs to understand the intent and context behind a search query rather than just matching characters.
#### Buyers compare
- keyword based search pricing
- keyword based search vs vector search
### Links
- Canonical page: https://optimly.ai/brand/keyword-based-search
- JSON endpoint: /brand/keyword-based-search.json
- LLMs.txt: /brand/keyword-based-search/llms.txt