
We run company research agents before every deal. Pulls together web presence, news, reviews, job postings, registry data. What used to take an analyst two days now takes 20 minutes of agent time plus review. The audit-grade cookbook was a great starting point. Brand sentiment and review volume across the web are part of every target profile now. Review collected by and hosted on G2.com.
Output still needs a human sanity pass. Agents occasionally pull from outdated cached-looking sources. Not often, maybe 5% of runs, but you can't fully automate judgment calls yet. Review collected by and hosted on G2.com.
