The agent partially completed the task by retrieving and synthesizing core information about DURUM Marketing's service offerings, pricing, and positioning from two directly-fetched pages. However, key details—agency service contracts, minimum budgets, precise tier boundaries, competitor comparisons, and geographic scope—were either absent from the site or truncated in fetch responses, forcing the agent to flag gaps rather than provide complete answers.

• ›Both fetched pages (durummarketing.com and durum.ai) were content-bearing and directly cited. The agent reached the core domain via direct URL entry, then navigated to the software product via a homepage link, covering both the agency and SaaS sides of the business.
• ›Pricing for agency services is entirely gatekept behind a strategy call; no published rates exist. DURUM.ai pricing is published in granular tiers tied to ad spend, but tier boundary conditions (exact spend thresholds at 10K$ and 50K$) and measurement periods remain ambiguous on the site itself.
• ›A comparison page URL ("Comparaisons d'outilsDURUM.ai face au marché") was referenced but its content did not come through in the fetch, leaving the agent unable to verify the claimed differentiation against competitors.
• ›Case studies are presented with logos only (Avego, ImmoFacile, No Limit Impact) but lack narrative context or verification. Performance claims ("20 M$+ de dépense pilotée," "+300%" growth) are self-reported with no third-party attribution or certification.
• ›The site uses French throughout and references Quebec-based case studies, but geographic service scope and international availability are never stated. This leaves uncertainty about whether the agency operates outside Francophone markets.