Research Agent

Research Competitor

Build a competitor sheet of their facts only, every item sourced, dated and confidence-rated. It covers the feature inventory with depth, case studies in their customers' words, named customers, who they attack on their vs and alternatives pages, evidence of switching, and integrations, time-to-value and support. It reads the workspace first, their own site second, and pays for web search last.

Market Analysis & Requirements

Assemble a cited Market Requirements Document (MRD), the research a team reads before it writes PRDs or a go-to-market plan, by pulling each section from the skill that owns it rather than writing it again. It researches and reports; pricing, targets and strategy stay questions for a person.

Dress App For Prospect

Turn a researched company into a document whose live Loop panels show THAT company's name and mark instead of the built-in demo names.

Research Prospect

Pre-call prospect brief built on a point of view, with one thing the buyer does not know about their own customers, rivals or standing in AI answers, sourced pain hypotheses, and the real people in the room with their LinkedIn links.

Research Person

A profile of one person for any relationship (prospect, customer, partner, influencer, speaker), pinned to the right person first, built from what Loop already holds and their own public words, and ending in how to approach them for why we are meeting.

Research Customer

Customer intelligence brief for an existing account, covering history, expansion signals, stakeholder map, and the business context that changes your value to them.

Research Partner

Partnership evaluation that separates strategic narrative from operational reality, with scored fit, revenue model, integration burden, and a go/no-go.

Due Diligence

Investment or acquisition due diligence that inverts the thesis. It hunts for reasons NOT to do the deal first, then lands a go/no-go with named red flags, severity, and conditions.

Citation Report

Produce a source-backed research report where every load-bearing claim carries a numbered citation, a source-quality tier, and a calibrated confidence level.

Market Proof Research

Build and keep a market proof library, the GTM and AI-in-GTM statistics a company can stand behind. Each stat is traced to its original page and recorded with its number, publisher, authors, dates, method, sample size, region, sponsor, source tier, the GTM teams it serves and the GTM ideas it could back. Once a report is read, everything worth having in it is taken, its splits and quotes included. Each source report gets its own document, and stats, quotes and reports each get a row in their own table, with authors and speakers matched to the CRM.

Market Signal Sweep

Multi-source scan of the market, covering news, social platforms, influencers, and analyst/data signals, filtered for what a GTM team can act on, each item dated, sourced, and confidence-labeled.

Market Signal Digest

Recurring, scannable market-signal digest for GTM teams, in a fixed format the reader learns to trust, built to re-run on a cadence with only genuine deltas since the last edition, drawn from news, social, and influencer signal.

Vendor Watch

Ongoing tracking of ONE named vendor or competitor across every channel, covering launches, pricing, positioning shifts, hiring signals, social and analyst chatter, reported as deltas since the last check with a running timeline.

Market Requirements

Derive the market requirements a buyer holds before anyone decides what to build. Each one is a numbered need stated in the buyer's terms, cited to the evidence that the market demands it, with our honest status against it (built, partial, not built, or CONFIRM).

Competitor Price Gap

Lay competitors' published prices side by side on one unit, for the buyers who actually exist, and name the price range nobody serves. Every price is dated and sourced, "contact sales" stays a value rather than a guess, and each pricing page is kept current by a person following it in Loop.