Anyone who's spent time on SAM.gov knows the "description" field on a listing is often not a description at all — it's a link to a description, buried in one of several attached documents you have to download and open yourself to actually understand what's being asked for. RFP Planner's AI-generated opportunity summaries used to inherit that same limitation: when SAM.gov's own description field was just a URL, the summary had nothing real to summarize.
The summary now comes from the right place: the opportunity's actual Statement of Work or Performance Work Statement, whichever attached file genuinely contains it, extracted from the document itself and condensed into a plain-language summary your capture team can read in under a minute, instead of a one-line restatement of SAM.gov's own sparse metadata.
Finding the right file, without reading all of them
A single SAM.gov opportunity can carry half a dozen attachments — wage determinations, evaluation instructions, amendments, a blank offer form, and, somewhere in the mix, the actual statement of work. RFP Planner identifies which attachment is the real scope-of-work document before extracting anything, so the summary reflects the requirement itself rather than a boilerplate cover sheet or an unrelated compliance form. When the first candidate doesn't yield usable text, it automatically tries the next best one instead of giving up.
No extra load on SAM.gov's rate limits
This was also a deliberate constraint, not just a quality improvement: SAM.gov's public API enforces a strict daily request quota, and we weren't willing to spend any of it fetching descriptions on a per-opportunity basis. Attachment files themselves are hosted separately from the rate-limited API and required no additional calls against that quota to reach — so summaries got better without making opportunity matching itself any more fragile, and without risking the scheduled sync failing on any given day because a description lookup ate the daily budget.
What you actually see
The summary shows up wherever you already review a matched opportunity — on its detail page and in your pipeline — as a short, readable paragraph describing the actual scope of work, not SAM.gov's own metadata blurb. The underlying description field may still show a bare link, since that's what SAM.gov itself provides, but the summary above it now reads the same document your capture manager would otherwise have had to open by hand, so the first-pass fit decision on whether to pursue an opportunity takes seconds instead of a full document review.
Built on infrastructure you already have
Nothing about this required a new attachment format or a change to how SAM.gov publishes files. Statements of work already arrive as PDFs, Word documents, or plain text alongside every solicitation, exactly as the Federal Acquisition Regulation expects a requirement to be documented. We simply built the extraction and summarization step on top of what contracting officers were already publishing, rather than asking SAM.gov's API to do more work than its rate limits allow.
Full technical detail on how SAM.gov's public opportunities data works is in the GSA's own API documentation, if you want to see the raw source we're working from. Contact us with questions about how a specific opportunity's summary was generated.
