Most AI tools give you a verdict and a confidence score. AriseRFP gives you the full Explanation (what your docs actually say) and the exact Reference (which document, which page). One real RFP row, two unique columns competitors don't have:
Upload your vendor documentation. AriseRFP maps every RFP requirement to compliance status with exact page citations — grounded in your docs, not hallucinated. In 50 languages.
No complex setup. No library to maintain. Just upload your vendor docs and get citation-grounded answers.
Upload PDF/DOCX datasheets or point the crawler at any public documentation URL. AriseRFP indexes every chunk into a per-product RAG vector store — ready for semantic search, RFP analysis, and the optional Telegram knowledge base bot.
Paste or upload your RFP. The AI reads each requirement, searches your documentation, and generates a compliance verdict — Comply, Partial Comply, or Not Comply — with exact page citations.
Review the reliability-scored table in your browser or Google Sheets add-on. Every answer includes a verifiable document reference. Edit, localize to 50 languages, and submit with confidence.
Stop spending days on compliance tables. AriseRFP reads your vendor docs and fills every row — grounded in your documentation, not guesswork.
Maps each requirement to Comply, Partial Comply, or Not Comply — with exact page citations from your vendor documentation. Zero guesswork.
Generate RFP responses in 50 languages with consistent technical terminology and enterprise-ready formatting. Win global tenders.
Set a style directive once — the AI adopts your tone for every future response. From technical deep-dives to executive summaries.
Point the crawler at any public documentation URL. It maps the site structure and imports content automatically as a vendor reference.
Upload a PDF or DOCX requirement sheet. The AI extracts requirements and produces an editable compliance table in minutes.
Your documents stay in your GCS bucket. Email-allowlisted access. No data shared, sold, or used to train models. HTTPS + TLS 1.3.
Upload historical RFP responses as references. The AI aligns new answers with your proven win patterns and preferred phrasing.
Every generated answer is independently scored 0–100 by a second AI pass. Weak or unsupported answers are flagged before you submit.
Run compliance analysis directly from Google Sheets. No file exports needed — results appear inline in your existing RFP worksheet.
Every product gets its own vector index. Questions trigger semantic search, cross-encoder rerank, and table-aware chunking — so the AI sees the exact passage that proves each requirement, not a paraphrase.
Spin up a per-product chatbot on Telegram in two clicks. Your team queries the vendor knowledge base from anywhere — every answer comes back with verifiable page citations, never invented capabilities.
Built for bid and proposal teams who need verifiable, citation-grounded compliance answers — not generic AI responses.
| Feature | AriseRFP |
Loopio | AutoRFP.ai | rfp.ai |
|---|---|---|---|---|
| Citation-grounded answers | ✅ Page-level | ✗ | ✗ | ✗ |
| Refuses to answer without source | ✓ | ✗ | ✗ | ✗ |
| Works for any industry / domain | ✅ Any RFP/DDQ | Generic | Generic | Generic |
| Compliance mapping (Comply/Partial/Not) | ✅ Automatic | ⚠ Manual library | ⚠ Partial | ⚠ Partial |
| Reliability / confidence scoring | ✓ | ✗ | ⚠ Basic | ✗ |
| 50+ output languages | ✓ | ⚠ Limited | ✓ | ✗ |
| Web documentation crawler | ✓ | ✗ | ✗ | ✗ |
| Per-product RAG vector index with rerank | ✅ Built-in | ✗ | ⚠ Keyword only | ⚠ Keyword only |
| Table-aware document chunking | ✓ | ✗ | ✗ | ✗ |
| Telegram knowledge base bot per product | ✓ | ✗ | ✗ | ✗ |
| Free trial | ✅ 200 tokens | ✗ | ✗ | ✗ |
| Starting price | Free / $9.99/mo | ~$20k+/year | $899/month | Enterprise only |
| Seat-based pricing | ❌ Per-plan | Per seat | Unlimited users | Per seat |
| Google Sheets integration | ✓ | ✗ | ✗ | ✗ |
| Data used to train AI models | Never | Unknown | Unknown | Unknown |
| Simple & flexible UI | ✓ | ✗ | ✗ | ✗ |
| Separated tenant for Enterprise (with on-demand customization) | ✅ Enterprise | ✗ | ✗ | ✗ |
Competitor data based on publicly available information as of 2026. Features may change.
Start free. Upgrade when your team is ready. No setup fees, no hidden costs. Cancel anytime.
Get started with 200 tokens. No credit card needed.
No credit card · instant access
Billed monthly · cancel anytime
30-day money-back guarantee
Billed monthly · cancel anytime
30-day money-back guarantee
Tailored volume, SLA, and onboarding for your org
Custom quote · volume discounts
Each token covers a full RFP/RFI/DDQ row — compliance verdict, explanation, and source citations.
Refine answers as many times as you want — only 0.5 token per non-confirmed row.
Same engine, same citations, same languages. Upgrade, downgrade, or cancel any time.
Real feedback from engineers and managers using AriseRFP on live deals.
"A 150-row RFP used to take two full days. Now we have a first draft in under an hour. The page-citation feature alone saves us from flipping through 300-page datasheets."
"Our win rate on RFP bids improved noticeably. The AI doesn't hallucinate — it only cites what's actually in our documentation, which is critical for compliance work."
"I was skeptical about AI for compliance. But every answer comes with a document reference. My team can verify any claim in seconds."
"A 150-row RFP used to take two full days. Now we have a first draft in under an hour. The page-citation feature alone saves us from flipping through 300-page datasheets."
"Our win rate on RFP bids improved noticeably. The AI doesn't hallucinate — it only cites what's actually in our documentation, which is critical for compliance work."
"I was skeptical about AI for compliance. But every answer comes with a document reference. My team can verify any claim in seconds."
"The multilingual output is a game-changer. We respond to Japanese and Korean procurement teams without needing technical translators."
"The web crawler saved us hours of copy-paste from vendor documentation sites. Set the URL once and the system indexes the entire product knowledge base."
"Style profiles are underrated. I configured the AI to write exactly how our senior engineer writes — concise and technical. Client feedback improved immediately."
"The multilingual output is a game-changer. We respond to Japanese and Korean procurement teams without needing technical translators."
"The web crawler saved us hours of copy-paste from vendor documentation sites. Set the URL once and the system indexes the entire product knowledge base."
"Style profiles are underrated. I configured the AI to write exactly how our senior engineer writes — concise and technical. Client feedback improved immediately."
"AriseRFP was the only tool that refused to answer when there was no source document. That honesty is critical — we can't submit hallucinated compliance claims."
"Setup took minutes. Upload docs, connect to Sheets, and you're analyzing RFPs. No complex integration, no API keys to manage for end users."
"We cover 12 vendors with overlapping product lines. Having a structured knowledge base per product, with version-controlled crawls, means our answers are always current."
"AriseRFP was the only tool that refused to answer when there was no source document. That honesty is critical — we can't submit hallucinated compliance claims."
"Setup took minutes. Upload docs, connect to Sheets, and you're analyzing RFPs. No complex integration, no API keys to manage for end users."
"We cover 12 vendors with overlapping product lines. Having a structured knowledge base per product, with version-controlled crawls, means our answers are always current."
Most AI tools give you a verdict and a confidence score. AriseRFP gives you the full Explanation (what your docs actually say) and the exact Reference (which document, which page). One real RFP row, two unique columns competitors don't have:
Legacy seat-based suites quote $20k–$80k+ per year before you've answered a single row. AriseRFP starts free and scales by tokens, not seats — so your team doesn't pay for licenses they aren't using.
Mixed-language RFPs no longer mean re-translating answers by hand. Source docs can be in any language; the compliance verdict, explanation, and references are rendered in your chosen output language.
Production security baked in: per-tenant isolation, role-based access, signed session cookies, rate limiting, hardened upload paths, and SSRF-protected crawler. Audit log of every analysis with user, requirement hash, and token spend.
Two surfaces, zero training: a clean web portal for managing vendors and reviewing analyses, and a Google Sheets add-on for the workflow your bid team already uses. New users productive within an hour.
AriseRFP is built on Google Cloud infrastructure with multiple layers of security controls — so your data is protected while you respond to every tender with confidence.
Hosted on Google Cloud Run — the same infrastructure that serves Google's own products. GCP maintains ISO 27001, SOC 2 Type II, and PCI DSS compliance at the platform level.
All vendor documents and RFP content are stored exclusively in your Google Cloud Storage bucket. No data is copied to shared storage or third-party systems. You own your data — always.
We use the Gemini API on Google's paid enterprise tier, which explicitly does not use customer data for model training. Your RFP responses, vendor docs, and queries are never used to improve any model.
Access is controlled by role-based permissions. Only pre-approved email addresses can log in. Admin accounts have full audit log access. Google OAuth and email/password auth supported with bcrypt hashing.
Every analysis run, document upload, and admin action is logged with timestamp, user, and token cost. Admins can export the audit trail for compliance reporting or internal security reviews.
All data transmitted between your browser and AriseRFP is encrypted via TLS 1.3. API endpoints enforce HTTPS-only. Security headers (HSTS, CSP, X-Frame-Options) are applied to every response.
Platform infrastructure compliance (Google Cloud)
Certifications apply to Google Cloud Platform infrastructure. AriseRFP application-level security controls are independently implemented.
Loopio is a strong RFP library tool — but it requires manual curation, has no citation grounding, and starts at ~$20k+/year. AriseRFP takes a different approach: AI-first, evidence-grounded, and priced for real teams.
200 tokens free. Setup takes under 5 minutes.
Everything you need to know about AriseRFP pricing, features, and security.