You get a deck from a sponsor and the story sounds tight. Then you open three tabs, pull a couple of brokerage reports, and try to square the narrative with what the market is doing. It is easy to burn half an hour just getting to a baseline view. The friction is not analysis. It is putting together a clean, sourced picture you can trust. This task gives you that picture in a few minutes, with gaps called out so you know where the risk sits. Research ~5 min to run Build LP Market Primer Vic prompt Use Vic to build an LP market primer for an industrial deal in the Phoenix metro area. Purpose Gives an independent market view before committing capital to a sponsor deal. Replaces roughly 25 minutes of manual data gathering and report review. Inputs Market Required Property Type Required Submarket Optional Market Reports Optional Output Format Optional Outputs An executive market read in chat or Word format that includes the demand narrative, percentile ranks, supply and liquidity analysis, active players, and conditions required for the market to support the deal. Time saved Replaces roughly 25 minutes of manual data gathering and report review with about 5 minutes. How it works You give Vic a market and a property type. Add a submarket if the deal is specific, and include any reports you want considered. You can get the output in chat or as a Word document. Run it with a simple command: Use Vic to build an LP market primer for an industrial deal in the Phoenix metro area. Vic returns a primer built for allocators. It reads like an executive market note, not a data dump. It opens with the demand story for the property type in that market and submarket. Then it sets that story in context: economic base, key demand drivers, and the demographic and labor picture with US benchmarks so you can see where the market sits. Supply is treated as risk, not a footnote. You get the pipeline and how it lines up with demand, with timing that matters for your hold. Liquidity and exit depth are covered so you can judge whether there is a real buyer pool on the back end. Active investors are named so you can see who is putting capital to work there now. All figures are sourced and dated. If coverage is thin or inconsistent, Vic flags it instead of smoothing it over. That matters in IC. You can point to what is known, what is inferred, and what is missing without dressing it up. The output includes percentile ranks where they help, which frames whether a metric is strong or weak versus national context. It also states the conditions required for the market to support the deal. Most decks skip this. You get a short list of what has to be true for the thesis to hold. This does not replace full underwriting or a deep market study. It is a front end filter. You can move from a sponsor narrative to an independent view quickly, decide if the story clears your bar, and spend time where it matters. In practice, LPs and IC members use it right before a screening call or ahead of a vote. It gives a consistent frame across deals and managers. Same sections, same benchmarks, same sourcing standard. When a deal passes, you have a clean record of why. When it does not, you can point to the exact break in the story. Five minutes for a sourced read that would otherwise take about 25. More important, it is coherent. No patchwork of PDFs, no guessing which number is current, no silent assumptions. Just a clear market view you can act on.