Best AI RFP software, honestly segmented
There is no single best platform in this category — there is a best platform for your shape of team. Published pricing where it exists, independent buyer data where it doesn't.
The market splits into two generations
Generation 1 — response management platforms (Responsive, Loopio, Qvidian, RFP360) — were built 2010–2018 as content libraries with workflow around them. AI was added later, often as a priced add-on. They are genuinely strong at governance and reporting, with cost structures that reflect their origin: per-seat licensing, professional-services implementation, and a content library that somebody has to curate for a living.
Generation 2 — AI-native platforms (MyFAQ, AutoRFP.ai, Arphie, Inventive AI, Conveyor, AutogenAI, Tenderbolt, RFP.ai and others) — are built so the AI is the product: the knowledge base organises itself on ingestion, answers arrive cited and confidence-scored, and review is a queue rather than a project.
Segmented recommendations
The comparison matrices
Commercial model
| Feature | MyFAQ | Responsive (RFPIO) | Loopio | Qvidian (Upland) | AutogenAI | AutoRFP.ai | Arphie | Inventive AI | Conveyor | Tenderbolt | RFP.ai |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Published list pricing | ● | — | — | — | — | ● | — | — | ◐ | — | ● |
| Entry price | $50/mo | — | — | — | — | $899/mo | — | — | Free tier | — | €49/mo |
| Top published tier | $200/mo | — | — | — | — | $1,299/mo | — | — | $9,600/yr+ | — | €449/mo |
| Typical annual contract (independent buyer data) | $600–$2,400 list | ~$14,750 median | ~$24,100 median | ~$15k–$25k est. | quote | $10.8k–$15.6k | — | — | from $9,600 | — | €588–€5,388 |
| Priced per user | No — per company | Yes | Yes | Yes | Yes | No | ○ | No | No | ◐ by tier | ◐ by tier |
| Reviewers / SMEs cost extra | No | Yes | Yes | Yes | ○ | No | ○ | No | No | ○ | ◐ |
| Implementation fee | None | 20–40% of yr 1 | Services engagement | $5k–$25k | ○ | ○ | ○ | ○ | ○ | ○ | None |
| Self-serve start, no sales call | ● | ○ | ○ | ○ | ○ | ● | ○ | ○ | ● | ○ | ● |
| Free entry | First month free | ○ | ○ | ○ | ○ | 30-day trial | ○ | ○ | Free tier | ○ | 7-day, card required |
| Dedicated content administrator expected | No | ◐ | ◐ | Yes — 0.5–1 FTE | ○ | No | No | No | No | ○ | No |
Answer trust and AI quality
| Feature | MyFAQ | Responsive (RFPIO) | Loopio | Qvidian (Upland) | AutogenAI | AutoRFP.ai | Arphie | Inventive AI | Conveyor | Tenderbolt | RFP.ai |
|---|---|---|---|---|---|---|---|---|---|---|---|
| AI-native product (not AI added to a legacy platform) | ● | ○ | ○ | ○ | ● | ● | ● | ● | ● | ● | ● |
| Source citation on every AI answer | ● | ● | ● | ○ | ○ | ● | ● | ● | ● | ○ | ● |
| Confidence signal per answer | ● | ◐ | ● (Confidence Pulse) | ○ | ○ | ● | ● | ○ | ○ | ○ | ● (0–100) |
| Confidence reduced when an answer goes beyond its source | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Derived figures recomputed and verified, not asserted | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Content freshness / staleness signalling | ○ | ◐ | ● (Freshness Score) | ○ | ○ | ○ | ○ | ● | ○ | ○ | ○ |
| Buyer's documents can never count as proof of your capability | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Right-product evidence on multi-product questionnaires | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Flags questions needing customer input, exportable | ● | ◐ | ◐ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
AI agents: working in ChatGPT and Claude
| Feature | MyFAQ | Responsive (RFPIO) | Loopio | Qvidian (Upland) | AutogenAI | AutoRFP.ai | Arphie | Inventive AI | Conveyor | Tenderbolt | RFP.ai |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Official connector for ChatGPT, Claude and Copilot (MCP) | ● | ● | Announced | ○ | ○ | ● | ○ | ○ | ○ | ○ | ○ |
| Agent searches approved answers and drafts from them | ● | ● | ○ | ○ | ○ | Search only | ○ | ○ | ○ | ○ | ○ |
| Agent creates projects, attaches files and edits answers | ● | No — read and generate only | ○ | ○ | ○ | No — read-only | ○ | ○ | ○ | ○ | ○ |
| Agent reviews answers and delivers the buyer's workbook | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Ready-made bid skills: go/no-go, competitors, defense deck | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Credit cost shown and approved with one click in the chat | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
Checked against vendor pages on October 6, 2026. Responsive and AutoRFP.ai document official connectors that let an agent read and search; Loopio has announced one. We found no public documentation of an agent connector for the other vendors.
Reach: region, language and where your team works
| Feature | MyFAQ | Responsive (RFPIO) | Loopio | Qvidian (Upland) | AutogenAI | AutoRFP.ai | Arphie | Inventive AI | Conveyor | Tenderbolt | RFP.ai |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Data region chosen by you at sign-up | ● EU or US | ○ | ○ | ○ | ○ | ● US / EU / AU | ○ | ○ | US only | ◐ EU only | ◐ EU only |
| Interface languages | 6 | ◐ | ◐ | ◐ | ○ | ○ | ○ | ○ | ○ | 2 (EN/FR) | ○ |
| Content / answer languages | 140+ | ◐ multilingual library | 5 (EN/FR/DE/PT/ES) | ◐ | ○ | ◐ | ◐ | ◐ | ◐ | 2 (EN/FR) | ◐ |
| Evidence in one language answers a question in another | ● | ◐ | ● (cross-language suggestion) | ○ | ○ | ○ | ○ | ○ | ○ | ◐ | ○ |
| Assistant inside Microsoft Teams | ● | ◐ | ◐ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Assistant inside Google Chat | ● | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
| Native OneDrive / SharePoint import and write-back | ● | ◐ | ◐ | ◐ | ◐ | ◐ | ◐ | ◐ | ◐ | ○ | ○ |
| Native Google Workspace: Google Drive import and write-back | ● | ◐ | ◐ | ○ | ○ | ○ | ○ | ○ | ○ | ○ | ○ |
Competitor information last verified: September 13, 2026.
Also in this category
Vendors worth knowing about that we have not fully profiled with sourced comparison data yet.
DeepRFP
Publishes $89–$149 per user per month.
Tribble
Not fully profiled in this comparison — check the vendor's own site for current pricing and capabilities.
Thalamus
Not fully profiled in this comparison — check the vendor's own site for current pricing and capabilities.
1up
Not fully profiled in this comparison — check the vendor's own site for current pricing and capabilities.
Every comparison, one click away
MyFAQ vs Responsive (RFPIO)
The mature enterprise response platform most people still call RFPIO.
Read the full comparison →MyFAQ vs Loopio
The best-known structured content library in the category.
Read the full comparison →MyFAQ vs Qvidian (Upland)
One of the oldest names in proposal automation, now part of Upland.
Read the full comparison →MyFAQ vs AutogenAI
Narrative proposal writing at enterprise and federal scale, with FedRAMP High.
Read the full comparison →MyFAQ vs AutoRFP.ai
AI-native and transparent about cost, with three customer-selectable hosting regions.
Read the full comparison →MyFAQ vs Arphie
A strong AI-native questionnaire platform with sub-week migration onboarding.
Read the full comparison →MyFAQ vs Inventive AI
AI-native, with real stale-content alerting and unlimited users on a usage-based fee.
Read the full comparison →MyFAQ vs Conveyor
A trust centre paired with security-questionnaire automation, free to start.
Read the full comparison →MyFAQ vs Tenderbolt
European hosting with real depth in French public procurement formats.
Read the full comparison →MyFAQ vs RFP.ai
The closest comparison in this set: AI-native, EU-hosted, and publicly priced.
Read the full comparison →