The agent successfully gathered enough information to explain Factorem's core offering, target market, and claimed differentiation, but encountered significant gaps in pricing transparency and business model clarity. The site publishes functional content on the homepage and key pages (/how-it-works, /about) but lacks a dedicated pricing page and provides minimal detail on cost structure or competitor positioning.

• ›The homepage (step 1) and /how-it-works (step 3) provided substantial operational detail about the five-stage workflow and AI-assisted quoting, reducing friction for understanding the service model.
• ›The /about page (step 4) clearly identified target industries (quantum, photonics, robotics, aerospace, space tech) and stated value propositions (speed, precision, no minimums), making positioning explicit.
• ›Pricing information was fragmented: step 6 returned the homepage again and revealed only a single example quote (S$189) and a vague '45% cost advantage' claim without context, competitor names, or markup structure. The /pricing URL returned 404 (step 2), forcing the agent to infer from fragments.
• ›The agent had to guess key URLs (/how-it-works, /about, /pricing, /faq) rather than discovering them via site navigation or search; 67% of successful fetches came from memory, indicating the site does not surface its own structure well through links or navigation elements.
• ›Business model opacity (platform fees, margins, subscription vs. transaction-based pricing) was acknowledged by the agent as unanswered; the site does not clarify revenue structure, and the agent did not find external sources (comparisons, reviews, or pricing articles) to fill this gap.