Responsive vs RocketDocs (2026): pricing, features and verdict

Short answer: Pick RocketDocs if your compliance board rejects any third-party model provider and your writers work inside Word and Excel: its Astro AI runs in RocketDocs’ own environment, and plans start at $18,500 a year with unlimited SMEs. Pick Responsive if you run a large, multi-team response desk that needs CRM-driven intake, a long integration list and agent-based AI, starting from a $10,000 platform fee plus user licenses. Same job, different constraints: data isolation versus breadth.

Responsive (formerly RFPIO) is the bigger platform. Its homepage says 2,000+ companies use it, with names like SAP, LinkedIn, Accenture, Zoom and Vodafone, and its AI page now talks in agents: a writing agent, an import agent, a no-code Agent Studio and a TRACE Score that grades AI answers for accuracy and traceability.

RocketDocs is the older, narrower library built for financial services, healthcare and enterprise tech. Its pitch is control: a private AI engine called Astro, an audit trail on every action, and a Microsoft 365 add-in called LaunchPad so people never leave their documents. It is an incumbent, and the private AI is a genuine reason teams stay. If you are replacing it, Responsive is one of the usual names on the shortlist.

Key takeaways

• Where the AI runs is the deciding split: RocketDocs says Astro never sends customer data to OpenAI, Anthropic, Google or any other external model provider. Responsive’s sub-processor list names OpenAI as an optional processor for generative writing assistance (checked October 2026).
• Published floors differ by $8,500: Responsive’s Emerging edition starts from $10,000 a year as a platform fee, with user licenses added. RocketDocs starts at $18,500 a year and includes unlimited SMEs.
• Integration breadth favors Responsive: its integrations page claims 20+ native integrations and 75+ APIs, including Slack, HubSpot, Dynamics 365, Seismic and Highspot. RocketDocs lists Microsoft 365, Salesforce and identity tools, and no Slack.
• Office-native work favors RocketDocs: LaunchPad puts the full library inside Word and Excel, including multi-tab workbooks, and Astro citations show up right there.
• Scale and reviews: Responsive holds 4.5 out of 5 on G2 from 1,308 reviews (July 2026). RocketDocs holds 4.2 out of 5 on G2 from 104 reviews (July 2026), roughly a twelfth of Responsive’s review volume.
• Limitations: Responsive’s Capterra reviewers in 2026 report export formatting cleanup and auto-suggested answers that miss the question. RocketDocs lists its portal extension (RocketVault) from the Pro tier up, where it is one of the typical paid add-on modules, and has no free trial.

Where the AI runs, and who sees your answers

This is the section your security team will read first, so start here. RocketDocs makes the tighter promise, and it makes it in writing.

RocketDocs’ private-AI page says Astro “runs inside our environment,” drafts only from your approved knowledge base, and does not route customer data through OpenAI, Anthropic, Google or any other external model provider. It also says your data is never used to train any model, and that each customer gets a dedicated document store. Every Astro response carries citations back to the approved content it used, viewable in LaunchPad. The platform page describes a three-layer approach: exact-match autofill first, nearest-neighbor matching second, private generative AI third.

That layering matters in practice. For a 300-row DDQ where 250 questions repeat last quarter’s answers word for word, you want the exact match to win and the model to stay out of it.

Responsive takes a different route. Its AI page says company-specific information “isn’t added to third-party data models,” and it puts humans in the loop to approve AI output. But its published sub-processor list includes OpenAI (“content writing assistance using generative AI with OpenAI’s GPT AI”), Microsoft Azure for translation and other AI services, plus DeepL and ProWritingAid, all listed as optional and located in the United States. Primary hosting is AWS in a region you elect: the US, Canada, the UK, Australia, Singapore or the EU.

Neither approach is reckless. “Not used for training” and “never leaves our environment” are just different sentences, and some compliance boards care about the difference. If yours does, RocketDocs is the one that already answers the question. If yours accepts a named model provider under a DPA, Responsive’s agent tooling is the richer set.

Responsive’s AI catalog is wider. A writing agent produces first drafts. An import agent, which Responsive calls patented, captures tables, dropdowns and subsections from incoming assessments and questionnaires. Ask is a desktop app that answers from the Content Library with source citations, Agent Studio lets you build custom agents in natural language, and TRACE Score grades AI answers for accuracy, relevance and traceability before they go out. Responsive also publishes customer savings figures, but its own pages do not agree on them (the Microsoft story shows a different dollar figure on the AI page than on the pricing page), so we have left those numbers out.

Office add-ins versus a cross-functional workspace

The second decision is where your people actually type. RocketDocs is built for teams that live in Word and Excel. Responsive is built for teams that live in a browser workspace with lots of contributors.

LaunchPad is RocketDocs’ Microsoft 365 add-in. The platform page says it brings “the full RocketDocs experience” into Word and Excel, with multi-tab Excel support, response placement controls and library filtering. If your buyers send locked-down workbooks with eight tabs and a hidden instructions sheet, answering inside the workbook avoids the export round trip that causes most formatting pain. RapidDocs, a separate module, assembles branded proposals into Word, PowerPoint or PDF.

RocketDocs also leans hard on audit. The platform page promises an immutable audit trail across every action and permissions at user, role, group, library and content level. The library itself has custom attributes, scheduled review cycles and version history. For a bank where a regulator may ask who approved a performance disclosure in March, that trail is the product.

Responsive spreads the work across more people. Every edition includes unlimited projects. The Growth edition adds intake requests, LookUp (on-demand content access for frontline teams) and eSignature, and Enterprise adds advanced reporting and premium connectors. It also has a Chrome and Edge extension for working in web portals and other cloud apps. If your process starts with a rep filing an intake request from a CRM opportunity and ends with legal, security and product all signing off, Responsive’s workflow is built for that many hands.

The catch with breadth is the last mile. Capterra reviewers in February 2025 and April 2026 describe extra hours of formatting cleanup when a project goes back into the buyer’s original file or template. One 300-question workbook, honestly, tells you more than a demo here.

Integrations and the rest of your stack

Responsive wins this one on count, and it is not close. RocketDocs wins only if your stack is Microsoft plus Salesforce, which, to be fair, describes a lot of banks.

Responsive’s integrations page claims 20+ native integrations and 75+ APIs. The named list covers Salesforce, HubSpot, Microsoft Dynamics 365 and Pipedrive for CRM; Slack, Microsoft Teams and Google Chat for collaboration; SharePoint, OneDrive, Google Drive, Box and Dropbox for files; Seismic and Highspot for sales enablement; plus Jira, Confluence, Whistic, Okta and a Responsive app inside ChatGPT. Responsive’s pricing page lists advanced integrations from the Growth edition, and CRM and API integrations and MCP connectors are listed as paid add-ons, so check which ones your edition includes.

RocketDocs’ platform page lists Microsoft 365 (Word, Excel, Teams, SharePoint, OneDrive), Salesforce, Okta, Azure AD, Google Workspace, SAML, SCIM and an Open API. Its Starter tier already includes the Microsoft 365 and Salesforce integrations, SSO/SCIM and the API. Custom integrations sit on Enterprise. Slack is not listed anywhere we checked.

Portals deserve their own line, because a lot of questionnaires now arrive as a login link rather than a file. Responsive lists browser integrations for Google Chrome and Chromium Edge, which put the answer library next to whatever web form you are filling in. RocketDocs’ answer is RocketVault, a browser extension for web-based questionnaires and portals, but its pricing page lists RocketVault in the Pro tier, not Starter, and names it as one of the typical add-on modules you pay for when you deploy it. On Starter, plan on copy and paste. Before you sign, pick the two portals your buyers use most (an Ariba event, a OneTrust assessment, whatever haunted you last quarter) and watch each vendor fill one in live.

Identity is closer to a tie. Both support Okta. RocketDocs lists Azure AD, SAML and SCIM provisioning on every tier, and Responsive’s integration list includes Okta, OneLogin, Microsoft Azure and ADFS. Neither will be the reason your IT team blocks the purchase.

So the question is simple. If your SMEs answer questions in Slack and your content team keeps the current product story in Seismic, RocketDocs will feel like an island. If everyone already works in Teams and Outlook, you will not miss much.

Pricing and the first-year bill

Both are annual contracts sold through sales, but both now publish a floor, which is more than most of this category does.

Responsive pricing (pricing page, checked October 2026): three editions, Emerging, Growth and Enterprise. Emerging starts “from $10,000”; Growth and Enterprise are quoted. The $10,000 is the platform fee, an annual subscription. User licenses are priced on top, and add-ons and services are extra: the page’s examples include an MCP server and connectors, CRM and API integrations, and premium onboarding and support. Every edition includes unlimited response projects, which removes per-RFP anxiety. Advanced integrations and flexible hosting options start at Growth. The FAQ says a 12-month minimum term is standard, and that instead of a free trial Responsive provisions a proof of concept “for qualifying situations.”

RocketDocs pricing (pricing page, checked October 2026): plans start at $18,500 a year. Starter typically covers 5 to 10 core users, Pro 10 to 30, Enterprise 30 or more, and every tier includes unlimited SMEs. Starter already bundles Astro, LaunchPad, custom workflows, Microsoft 365 and Salesforce integrations, SSO/SCIM, the Open API and the audit trail. RapidDocs and RocketVault appear from Pro up, and the page calls them typical add-on modules: “You pay only for what you deploy.” Regional data residency, advanced analytics and a multi-affiliate library are Enterprise only. There is no free trial; RocketDocs runs a structured evaluation for qualified opportunities, and says most customers sign multi-year agreements for price protection.

Which is cheaper depends on headcount. Responsive’s floor is lower, but it excludes user licenses. RocketDocs’ floor is higher, but a 7-person core team with 60 occasional SMEs pays nothing extra for the SMEs. Ask Responsive for a quote at your real seat count, ask RocketDocs which tier your core-user count lands in, and compare those two numbers rather than the headline floors.

Known issues and limitations

Responsive

• Export cleanup: Capterra reviewers in February 2025 and April 2026 report extra hours cleaning up formatting when exporting a project back to its original form, per the Capterra reviews page (checked October 2026).
• Suggestions that miss: reviewers from November 2024 to April 2026 on the same Capterra page say auto-suggested answers sometimes do not match the question asked, so AI drafts still need review (checked October 2026).
• The price is a starting point, not a total: user licenses, CRM and API integrations, MCP connectors and premium onboarding are priced separately from the $10,000 Emerging platform fee, per its pricing page (checked October 2026).
• External model providers: OpenAI, Azure AI services, DeepL and ProWritingAid appear as optional US-located sub-processors on its sub-processor list (checked October 2026). Confirm which are switched on for your tenant.

RocketDocs

• Portal work costs extra: RocketVault, the browser extension for web questionnaires, is listed from the Pro tier up as an add-on module, per its pricing page (checked October 2026).
• No trial: evaluations are offered only “for qualified opportunities,” per the same pricing page (checked October 2026).
• Literal search: Capterra reviewers from 2018 to March 2021 repeatedly say keyword search is too specific and needs exact terms, per the Capterra reviews page (checked October 2026). Those reviews predate Astro, so test search on your own library.
• Smaller ecosystem: no Slack, HubSpot or sales-enablement connectors appear on its platform page (checked October 2026).

Choose Responsive when

• You run a multi-team response operation where sales, product, legal and security all touch the same RFP, and you need intake requests and approval routing for all of them.
• Your SMEs live in Slack, or your CRM is HubSpot, Dynamics 365 or Pipedrive.
• Your security team accepts a named model provider such as OpenAI under a DPA, and you want agent tooling like Agent Studio and TRACE Score.
• You want hosting in a specific region such as Canada, the UK, Australia or Singapore, which Responsive’s sub-processor list offers for its AWS tenancy (flexible hosting is listed from the Growth edition).
• Your core team is small enough that a $10,000 platform fee plus a handful of licenses comes in under RocketDocs’ $18,500 floor.

Choose RocketDocs when

• Your compliance review board will not sign off on any external model provider, and you need a vendor that says so on its website.
• Your writers want to stay in Word and Excel, answering multi-tab workbooks through LaunchPad instead of a browser workspace.
• You have a small core team and dozens of occasional reviewers, so unlimited SMEs on every tier saves real money.
• You answer to regulators who expect an immutable audit trail and permissions down to the content level.
• Your stack is Microsoft 365 plus Salesforce, and you do not need Slack or sales-enablement connectors.

Verdict

Same job, different constraints. Both tools answer RFPs, DDQs and security questionnaires from an approved library, and both put a human in the approval loop. Responsive is the stronger pick for breadth: more integrations, more AI agents, more people in one workflow, and a lower published floor. RocketDocs is the stronger pick for isolation: a private model, Office-native answering and unlimited SMEs, at a higher floor.

If you are currently on RocketDocs and private AI is still the reason, there is no urgent case to move. If it is not the reason anymore, Responsive belongs on the shortlist. Or, as a compliance lead would put it: “Tell me where the model runs, then show me the Excel export.”

Read the full Responsive review or RocketDocs review, or browse all RFP & DDQ software.

Sources checked

• RocketDocs pricing page (checked October 2026)
• RocketDocs private AI (Astro) page (checked October 2026)
• RocketDocs platform page (checked October 2026)
• RocketDocs trust page (checked October 2026)
• RocketDocs reviews on Capterra (checked October 2026)
• RocketDocs reviews on G2 (checked July 2026)
• Responsive pricing page (checked October 2026)
• Responsive sub-processor list (checked October 2026)
• Responsive AI product page (checked October 2026)
• Responsive integrations page (checked October 2026)
• Responsive homepage (checked October 2026)
• Responsive reviews on Capterra (checked October 2026)
• Responsive reviews on G2 (checked July 2026)