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FillBase vs AutoRFP

AutoRFP uses GPT to generate answers. FillBase uses grounded AI that only answers from your documents. The difference matters when enterprise buyers ask for evidence.

TL;DR: Choose AutoRFP for budget RFP work where general knowledge is acceptable. Choose FillBase when accuracy, source citations, and enterprise buyer trust are non-negotiable.

Feature comparison

FillBaseAutoRFP
AI approachGrounded (your docs only)GPT-based (your docs + general)
Source citationsEvery answerPartial
Hallucination riskNone — flags unknown questionsPossible (general knowledge fill)
PricingFree – $599/mo$69 – $899/mo
Free tier200 req/moLimited
Confidence scoringYes — know vs. don't knowLimited
Learning agentYes — improves with correctionsBasic
Consistency engineYes — same answer cross-DDQNo
Slack workflowYes — nativeNo
RFP supportDDQ/security focusedBroader RFP coverage

When to choose AutoRFP

  • You need RFP support beyond just DDQs
  • Budget is the primary concern ($69/mo entry point)
  • You're comfortable with GPT-generated answers
  • Your buyers don't ask for evidence behind answers
  • You do a mix of RFPs and DDQs

When to choose FillBase

  • Accuracy and source citations are non-negotiable
  • You sell to enterprise buyers who verify answers against evidence
  • Zero hallucination risk is a requirement
  • You want answers grounded in YOUR documents only
  • Slack workflow matters to your team
  • Consistency across multiple DDQs is important

The accuracy question

AutoRFP uses GPT to generate answers from a combination of your documents and general knowledge. This is fast and covers more questions — but it also means the AI may produce plausible-sounding answers not backed by your actual policies. In security DDQs, a wrong answer isn't just unhelpful — it creates legal liability and can lose deals.

Source citations change the game

When a buyer's security team asks "where did this answer come from?", FillBase points to the exact document and section. AutoRFP's partial citations mean some answers lack traceable evidence. For enterprise buyers who audit responses, this is the difference between a smooth close and a follow-up round.

Frequently asked questions

Is AutoRFP cheaper than FillBase?

AutoRFP starts at $69/month vs. FillBase's free tier. For paid plans, AutoRFP's mid-tier and FillBase's Starter ($149/mo) are comparable. At the high end, both reach ~$599–$899/month.

Can I switch from AutoRFP to FillBase?

Yes. Upload your existing knowledge base documents and past responses. Your investment in content transfers — FillBase builds its knowledge from the same source documents.

Does AutoRFP hallucinate answers?

GPT-based systems can generate plausible answers from general knowledge when your documents don't have the answer. AutoRFP mitigates this, but the risk is inherent in the approach. FillBase flags unknown questions instead of guessing.

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