Enter a website. Firecrawl reads the page, then the Nara AI worker answers Marketing OS questions using only that page text. If the answer is not in the text, it returns N/A.
Read My Business + saved Competitors from Marketing Memory and compare what the saved facts actually tell us. No Firecrawl search or scrape calls.
Give Marketing OS the minimum owner context. It combines this with saved Marketing Memory and creates the next research questions. No Firecrawl calls yet.
Verify exactly which saved research questions have findings in Marketing Memory. Database only · no Firecrawl or Nara calls.
Turn My Business + competitors + owner context + completed research findings into practical opportunities. No Firecrawl search or scrape calls.
Turn saved evidence + your Opportunity decisions into a focused 90-day marketing strategy. Local evidence only · no Firecrawl calls.
Turn the latest saved Strategy into an executable 30-day plan. Database only · no Firecrawl or Nara calls · no content generation.
Turn only approved Marketing Plan actions into production-ready briefs. Database only · 0 external calls · no final content generation.
Pick one saved research question. Marketing OS searches for evidence, the AI worker picks the useful results, and you choose which pages to fetch. The final answer is built only from pages you fetched.
Discover URLs first. Fetch evidence only when you choose a result. No automatic crawling or fan-out.
Resume previous research after a refresh. Loading a saved session makes 0 Firecrawl calls and costs 0 credits.
Discover candidate pages first. Nothing is fetched until you explicitly choose a page.
Find missing/weak evidence locally first. Search only the gap you choose; fetching remains manual.
Build source-backed intelligence from saved validated evidence. Local only · 0 Firecrawl credits.
Turn saved intelligence into evidence-backed marketing patterns and clearly labelled inferences. Local only · 0 Firecrawl credits.
Compare two saved competitor intelligence records. Local only · 0 Firecrawl credits.
Synthesize three or more saved competitor intelligence records into a market-level view. Local only · 0 Firecrawl credits.
Normalize and interpret the saved market synthesis before strategy generation. Local only · 0 Firecrawl credits.
Create the owner-supplied business foundation used later by the Strategy Engine. Local only · 0 Firecrawl credits.
Research a saved business against its official public website. Discover first; fetch only the page you approve.
Open and reprocess stored evidence locally. This makes 0 Firecrawl search calls and 0 scrape calls.