Pricing Finder

Tell it your product URL or description. It finds 5 competitors, fetches their actual pricing pages, and returns a complete pricing intelligence report: dominant model in your space, benchmark price table, feature gate analysis, positioning map, and a concrete pricing recommendation for your product.

Zero required API keys. Runs entirely on free pip dependencies. Optional API keys improve quality.

Zero-hallucination policy: Every price point, tier name, and feature gate in the output must trace to fetched pricing page content or a DuckDuckGo search snippet. This applies to:

• Competitor prices: extracted verbatim from fetched page content only
• "Contact Sales": recorded as-is, never estimated or replaced with a number
• Tier names: copied exactly from the page, not paraphrased
• Feature lists: extracted from page content, not inferred from product knowledge
• Positioning observations: derived from the benchmark table data only

Common Mistakes