Responsive
Also known as: RFPIO, Responsive.io, Strategic Response Management
Incumbent response management platform whose named agents draft and score bids inside governed approval workflows, now reachable as an MCP server inside ChatGPT, Copilot and Claude, with a browser extension that autofills security and procurement portals.
Responsive is the incumbent of the response management category, formerly RFPIO and rebranded in 2023 to reflect an expansion beyond RFPs into security questionnaires, DDQs, RFIs, ESG requests, trust centres and ad hoc information requests. Founded in Beaverton, Oregon, with offices in Kansas City and Coimbatore, it reports nearly two thousand standardised customers and has been the reference point every AI native challenger in this cluster positions against.
Its strength is workflow governance rather than drafting speed. The platform provides structured processes for assigning sections, managing approvals, coordinating contributors across teams and maintaining a governed content library at scale, which is exactly what the lighter AI first tools trade away. On top of that sit named agents: a Writing Agent that drafts from prior successful answers, a Fit Analysis Agent that scores go or no bid decisions, and an intake workflow that turns a received document into approvals and assigned tasks. Answers carry source attribution and TRACE quality scoring with pre submission checks.
Two capabilities set it apart from everything else built in this cluster. Its Spring 2026 release shipped a Model Context Protocol server that puts Responsive directly inside ChatGPT, Microsoft Copilot and Claude, on the explicit thesis that AI assistants are becoming the first place revenue teams go to answer a customer question. And its LookUp browser extension autofills supported security and procurement portals, which means it acts on third party web interfaces rather than only producing documents for a human to paste.
The trade offs are the familiar incumbent ones. Pricing is not published, with editions running Lite through Enterprise and third party estimates spanning roughly $6,500 to $28,000 a year. Reviewers report that setup and content library migration are substantial projects, and that the deduplication and merge tooling struggles beyond exact matches, leaving library hygiene as manual work. Buyers choosing it are buying coordination at scale, not the fastest first draft.
Vendor details
Canonical URL
https://www.responsive.io
Category
GTM / revenue agent
Company status
independent
Use cases & customers
Target customers
Deployment options
In practice
A single RFP needs twelve contributors across sales, legal, security and product. Responsive assigns sections, routes approvals and tracks contribution rather than leaving coordination in email and a shared document.
Your reps already live in ChatGPT or Copilot. Responsive's MCP server answers customer questions from the approved library inside those assistants, so the answer arrives without a context switch into another tool.
A security portal demands the same two hundred questions you answered last quarter. The LookUp extension autofills supported security and procurement portals directly rather than producing text to paste.
Sources & related URLs
Agentic Index coverage score
10.0 / 14 capabilities · 71%
| Integrations & Tool CallingBroad integration surface across CRM and content systems, a LookUp browser extension, and an MCP server exposing the platform inside ChatGPT, Microsoft Copilot and Claude. 2026-08-05 | Full |
|---|---|
| Workflow OrchestrationStructured processes for assigning sections, managing approvals and coordinating contributors across teams, plus an intake workflow that converts a received document into bid approvals and assigned tasks with owners and due dates. This is the deepest workflow orchestration in the cluster. 2026-08-05 | Full |
| Knowledge Grounding & RAGA governed reusable content library is the platform's centre, with agents matching incoming questions to stored approved answers and drafting fully sourced responses. 2026-08-05 | Full |
| Human Oversight & GuardrailsFormal approval gates, section ownership, contributor coordination and pre submission checks, with agents producing drafts inside that governed process. Independent comparisons across the cluster consistently cite Responsive as the governance benchmark competitors fall short of. 2026-08-05 | Full |
| Security, Identity & GovernanceRE GRADED 2026-08-05 from P at low confidence to F. The original grade was assigned on absent evidence and was wrong. Responsive's Data Processing Addendum contains a binding commitment to maintain SOC 2 Type 2 compliance and ISO 27001:2022 or equivalent at a minimum, with security measures enumerated in an annex and a clause preventing material reduction in protection. That is contractual assurance rather than a marketing claim, which is a stronger form. As RFPIO it was the first RFP software leader to hold ISO 27001, certified in 2020, alongside SOC 2 Type 2 compliance and commitments to Privacy Shield, GDPR and CCPA. Responsive Bot also carries Microsoft 365 App Certification with a CSA STAR registry entry. 2026-08-05 | Full |
| Observability & AuditabilityReporting is a documented core capability and answers carry source attribution plus TRACE quality scoring with pre submission checks, but no audit trail of agent reasoning or actions is documented. 2026-08-05 | Partial |
| Memory & State PersistenceThe content library persists approved answers and prior submissions across engagements, but a reviewer reports deduplication and merge tooling only catching exact duplicates, leaving library hygiene manual, and no agent memory is documented. 2026-08-05 | Partial |
| Deployment & Data ResidencyCloud SaaS only. No self hosted, private cloud or regional data residency option is documented in any material retrieved. 2026-08-05 | Unable to verify |
| Prebuilt Agents, Templates & PacksNamed prebuilt agents including a Writing Agent and a Fit Analysis Agent for go or no bid scoring, plus AI assisted completion for standardised security assessment frameworks and executive summary generation. 2026-08-05 | Full |
| Triggers & Channel CoverageHandles RFPs, RFIs, DDQs, ESG requests, security questionnaires, trust centres and ad hoc requests, and is reachable inside ChatGPT, Microsoft Copilot and Claude as well as the web app and browser extension. 2026-08-05 | Full |
| Model Flexibility & RoutingNo model list, routing policy, model selection or bring your own key capability is documented in the material retrieved. 2026-08-05 | Unable to verify |
| APIs, SDKs & MCP ExtensibilityShips a Model Context Protocol server integrating the platform directly into ChatGPT, Microsoft Copilot and Claude, alongside a browser extension and an integration set. The only vendor in this cluster with a documented MCP surface. Responsive Spring 2026 release announcement 2026-08-05 | Full |
| Testing, Debugging & OptimizationTRACE quality scoring on drafted answers plus pre submission checks give a quality gate, but no evaluation harness, benchmark set or outcome feedback loop connecting responses to deal results is documented. 2026-08-05 | Partial |
| Browser & Computer UseThe LookUp browser extension autofills supported security and procurement portals, so the product acts on third party web interfaces rather than only generating text, but coverage is limited to supported portals and no general browser control is documented. 2026-08-05 | Partial |
The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded
Pricing
Not published; editions Lite through Enterprise, third party estimates roughly $6,500 to $28,000 per year
seats and edition
What is public
Edition names are known. No rates are published by Responsive.
Billing mechanics
Annual quote based subscriptions across a Lite to Enterprise edition ladder. No rate card is published, so all circulating figures are third party estimates.
Cost watchouts
Content library migration and setup are reported as substantial projects, and weak deduplication means ongoing library hygiene stays manual labour
Variable cost rationale
Edition and seat based annual contracts make the platform line predictable once signed, but implementation and the ongoing content library maintenance burden sit outside the quote and are the reported source of overrun.
Additional watchouts
Budget cannot be sized without a sales conversation. Reviewers describe setup and library revision as multi month efforts, and report that the timesaving tooling for deduplication and merge only catches exact duplicates, so promised efficiency depends on manual library work.
Sales call required
Yes, required for paid access
Free / trial
No published free tier or self serve trial; evaluation runs through a sales process
Lowest paid plan
Lite
Commercial notes
As the category incumbent Responsive is the price anchor the AI native challengers position against, and several of them use published pricing as their explicit wedge. Buyers are paying for coordination across large contributor groups rather than the fastest first draft.
Key ambiguities
The $6,500 to $28,000 band is a third party estimate rather than a published rate, and which capabilities sit in Lite versus Enterprise is not disclosed, so neither the floor nor the feature gating can be confirmed.
Missing data
No published rates, no edition feature matrix, no seat minimums, no implementation fee disclosure.
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Alternatives to Responsive
The closest documented capability profiles to Responsive among GTM and revenue agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.
- Conveyor9.5 / 14A lighter documented profile than Responsive
- Amplemarket10.0 / 14Adds documented Deployment & Data Residency
- Demandbase9.0 / 14A lighter documented profile than Responsive
- Element4519.0 / 14A lighter documented profile than Responsive
- Regie.ai9.0 / 14A lighter documented profile than Responsive
- Wolfia10.0 / 14Fuller documented coverage on Browser & Computer Use
Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded