The agent successfully assembled a coherent explanation of Trigger Deals' core function (price aggregation, feature set, deal methodology) from the site's own content, but encountered a critical gap: the site never discloses its business model or revenue source. The site was moderately navigable—key features documented in 'how-it-works'—but business and competitive positioning were simply absent from published pages.

• ›Steps [1], [5], [6] returned complete, consistent feature documentation (landed pricing, per-round metrics, 90-day median, deal signals, inventory status), all directly answering 'what they do' and 'how different.' The site publishes methodology transparently.
• ›Pricing/business model entirely absent: steps [3] and [4] confirm /about and /pricing routes don't exist (404s). Step [2] explicitly states no business model is disclosed on the site. The agent correctly flagged this as a critical gap rather than inventing an answer.
• ›Step [8] revealed the site acknowledges it's running on 'sample data' with 'real store feeds pending connection,' suggesting incomplete operational status—a material caveat the agent captured but the site doesn't prominently surface on the homepage.
• ›Web searches [10] and [11] returned competitor names (gun.deals, WikiArms, AmmoSeek, IronScout) but zero information about Trigger Deals itself, indicating the site has minimal web presence or SEO footprint. The agent correctly noted it couldn't answer 'how different from alternatives' beyond what the site itself claims.
• ›Site publishes developer resources (OpenAPI, MCP, llms.txt) that hint at a B2B/integration-first model, but this is inferential—no explicit statement supports it. The agent reasonably called this out as speculative.