competitive-analysis

Uses SerpApi web results to research competitors and compare products for feature planning.

Compares local businesses with nearby competitors using Google Maps results and reviews to identify search-visibility gaps.

Collects company and market evidence through SerpApi for multi-agent competitor research.

Collects competitor search, news, advertising and video signals through SerpApi for marketing research.

Combines Google Search, News, Maps, and Finance results with a local Qwen model to research product markets and summarize competitors.

Analyzes Google Maps reviews to surface recurring customer feedback and compare a business with nearby competitors.