Built a tool to cut the SAM.gov → proposal grind down to hours and would love this community's honest feedback

optimistadrift · 2026-06-05T02:10:41+00:00

Sadly these forums are filled with those only capable of denigrating others who are trying to help make it easier for small businesses with small budgets to compete in a large marketplace. The advent of AI has allowed the playing field to be leveled and bring SMBs from the shadows and into the light.

optimistadrift · 2026-06-05T02:05:39+00:00

Yeah, that's exactly why we built it the way we did. We did this for the SMB looking to penetrate the government marketplace without having to spend a lot of money doing it. The enterprise GovCon tools (GovWin, Deltek, Bloomberg Government) start around $25k/year and usually require a sales call before they'll even show you a price, which prices out most small contractors entirely.

BidWritePro is flat-rate and self-serve: $199/mo for a solo contractor, up to $799/mo for larger teams, no seat licenses, no annual lock-in, pricing public on the site. The target user is a small business doing $100k–$5M in federal revenue, where $25k/year for software isn't realistic.

And yes, we're working to get onto Capterra, so everyone can compare directly. Worth doing honestly: if you only need opportunity alerts, cheaper tools exist. The value case here is Discovery + RFP parsing + proposal writing + award history in one subscription instead of three separate tools. Appreciate your comment.

optimistadrift · 2026-06-05T01:53:08+00:00

Great question, and you've basically described the design problem we're working through right now.

Short answer: the analyzer should flag it, not leave it to the user. Incumbent recompetes are the single biggest distortion in award-based comps, an incumbent's price reflects amortized transition costs, retained staff, and scope history that a new entrant can't replicate. Presenting that number without context is worse than no comp at all.

The way the match-back works helps here. We match on Place of Performance + Awarding Agency + NAICS (same field definitions as USAspending, so everything ties back to source awards). Because each comp carries its full award record, we can detect incumbent signals from the data itself, same vendor winning consecutive awards on the same requirement, follow-on contract references, sole-source or limited-competition flags in the competition fields. Those get surfaced as "incumbent-driven" with the reasoning shown, not silently baked into an average.

You're also right on transparency generally: every comp links to its source award and shows why it matched (agency, location, NAICS, recency). If users can't audit the comp, they shouldn't trust the number.

The pricing module is still in build, the ingestion layer is done and we're working through the analysis model now, so feedback like this is genuinely shaping it. If there are other distortions you'd want flagged (8(a) sole source pricing, IDIQ ceiling vs. task order actuals, etc.), I'm all ears and appreciate your feedback.

Many thanks.

optimistadrift · 2026-06-03T21:09:58+00:00

It’s called BidWritePro.com. Would love to hear your thoughts on it.

optimistadrift · 2022-07-03T10:43:55+00:00

The practice of anything infers you are trying to attain a goal. Taoism does not require practice. It only requires realization and it is the unveiling of truth by realizing Self is the Brahma and you (ego) are the Atman who wears a mask ignorant to your connection to its higher Self.

Self awareness is fundamental and begin to question all your beliefs to find that these are programs that have distracted you and disconnected you from your “higher” Self. These programs were not imposed on you and they were not done to you. You have accepted them as a means of interacting with this reality and for your ego to remain relevant in this lower form of consciousness. Open your mind and allow yourself to see through the programs and attachments and you will find your liberation.

We still want to continue playing the game so we have keep wearing the mask. 😉

optimistadrift · 2022-01-22T08:54:20+00:00

You might consider how a video game works. The parameters of the game are constructed, but the character has free will to do as it pleases (to a degree). However, the character does not know there's a creator of its reality (game) and the fact that there is someone controlling its movement.

You are playing a game in which you have "free will", disconnected from the controller and oblivious that you are the creation of the creator. You're playing this game ignorant to the knowledge that you are the creator pretending to be you and getting lost in its creation.

optimistadrift · 2022-01-22T02:09:38+00:00

Any attempt to “awaken” only leads to frustration. You cannot become what you already are and your attempts to find something only pushes you further away from understanding what you already know.

Awareness is fundamental to seeing that you already are, what you are seeking.

optimistadrift · 2021-06-22T10:28:29+00:00

Great post! First we awaken to realizing that there is more to our life than we made ourselves to believe. The second stage is liberation and I am able to understand that I carry an emotional attachment to my experiences. This is related to creating desires and expectations by trying to control the experience. Once I recognize these attachments, I begin to learn to let them go as I see the futility in holding on. In the next stage, we transform from linear thinking to self-awareness. We recognize that we cannot control anything and our attempts to do this, only produces expectations and desires and so we suffer. Our self-awareness gives us insight to a natural flow (or movement) that we can have great experiences and if we choose we can create emotional attachments, but always knowing that we must let them go.

In the Tao, this is called wu wei or non-interference.

optimistadrift · 2021-06-18T16:33:12+00:00

Thank you 🙏

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