Three Proposal Red Flags That Tell Contracting Officers You Used AI to Write It

Government proposal writing mistakes are costing small businesses millions in contracts they should be winning — and most don't even know they're making them. In this episode, procurement expert Zack Golden breaks down the three most common red flags that tell a contracting officer your proposal was AI-generated, generic, or just not written by a real person who wants the work. If you've submitted technically compliant proposals and still lost, this episode explains exactly why.

What you'll learn in this episode:

• Why AI-generated proposals are getting flagged immediately — Bold fonts, bullet points everywhere, and em-dashes are dead giveaways that your bid wasn't written by a human, and evaluators notice before they even finish page one.
• The "contractor shall" trap and how it kills best-value bids — Simply restating what the SOW requires doesn't tell the agency why you're the right partner; Zang explains the critical difference between technical compliance and compelling narrative.
• How to use past performance as storytelling — A real-world example from a janitorial contract shows how describing a specific problem you solved (like renting a van to fix a dumpster access issue) separates your proposal from every other technically acceptable offer.
• Why the number of good proposals is actually going down — Zang shares what he's hearing from current and former contracting officers: bid counts are rising but technically sound, narrative-driven proposals are becoming rarer, creating a real opening for prepared contractors.
• What "be a person" actually means in proposal writing — The cemetery contract example illustrates how sharing your genuine motivation and passion can influence an award even when your pricing is aggressive.

EPISODE CHAPTERS:

0:00 - Welcome to the Federal Help Center podcast intro

0:27 - Zack Golden introduces himself and his procurement background

1:03 - Why proposal volume has surged and geographic limits are gone

1:32 - What contracting officers are seeing in bid quality right now

2:55 - Overview of the three biggest proposal red flags today

3:53 - Red flag one: the cut-and-paste AI proposal giveaway

4:51 - Red flag two: parroting the SOW without narrative or intent

6:20 - Real example of a winning proposal under 20 pages

7:19 - Red flag three: no person behind the business or the bid

8:17 - Closing and community call to action

Market Intelligence gives you the federal opportunities, agency signals, recompete intel, and pursuit briefs that tell you not just what contracts exist, but which ones to chase and how to win them.
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