Use Case / AI Proposal Review
AI Proposal Review: Analyze Any Business Proposal in Minutes
AskYourPDF is the AI business proposal review tool used by procurement leads, BD teams, and partners to analyse RFPs, vendor proposals, SOWs, and pitch decks in minutes. Drop the proposal in, ask it any question, extract requirements to a CSV, and compare multiple vendor responses side by side with citations.
Used by 5,000,000+ readers · GDPR-compliant · UK-hosted
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Why traditional proposal review eats your week
Proposals arrive thick. A vendor RFP response runs 80 to 200 pages. A partnership proposal arrives as a 60-page deck. An investor pitch comes with appendices that double the page count. The team that wins is the team that reads the documents carefully, surfaces the misalignments early, and asks the right questions in the next meeting.
Reading every proposal end to end at coverage volume is impossible. Skimming for the pricing, the scope, the SLA, and the assumptions across a 200-page document is slow and error-prone. Generic AI chatbots cannot hold the whole proposal in context. Single-purpose proposal-review tools are bid-management systems first, AI tools second.
If you are a procurement lead evaluating vendor responses to an RFP, a BD team comparing partnership proposals, a sales engineer reviewing a customer's SOW, a startup operator reading investor term sheets and pitch decks, or a corporate development lead running diligence on a target's proposal stack, AskYourPDF is built for you.
What is AI business proposal review, and what should you expect from it?
AI business proposal review uses a large language model to read RFPs, vendor proposals, SOWs, and pitch decks end to end, extract requirements and pricing, surface risks and gaps, and compare multiple proposals side by side with citations to the exact page. AskYourPDF is the AI proposal review tool used by procurement, BD, and sales engineering teams to evaluate proposals in minutes.
Most AI tools chase contract review (after the deal). AskYourPDF works before the deal. You can drop an RFP and chat with it, extract the evaluation criteria to a CSV, compare three vendor responses side by side, and surface the assumption that nobody on the other side flagged. Switch to Claude 4.5 Opus for formal business prose, GPT-5 for general proposals, Gemini 2.5 Pro for cross-border proposals in another language.
How to review a business proposal with AI in 4 steps
Four steps from a stack of vendor proposals to a cited decision memo.
Upload the proposal
Drag and drop the proposal (PDF, DOCX, or TXT). Pitch decks, RFP responses, SOWs, and partnership proposals all work. Free supports proposals up to 100 pages. Premium handles 2,500 pages and Pro handles 6,000.
Example prompts:
- “Drop an 80-page vendor proposal”
- “Drop a 60-page partnership deck”
- “Drop a 12-page SOW”
Ask the proposal any question
Ask AskYourPDF in plain English. Get cited answers tied to the exact page. Switch to Claude 4.5 Opus for formal business prose or GPT-5 for general proposal review.
Example prompts:
- “Extract the pricing schedule and the discount triggers”
- “Summarise the proposed scope of work in 200 words”
- “What SLAs does the vendor commit to and what are the remedies for non-performance?”
- “Find every assumption the vendor made about our environment”
Compare multiple proposals side by side
Use Compare PDF Documents or a Knowledge Base to evaluate two or more vendor responses against each other and against your evaluation criteria.
Example prompts:
- “Compare these three vendor proposals on price, SLA, and scope of work”
- “Which vendor's proposal best matches our evaluation criteria?”
- “Find every requirement in the RFP that vendor B did not address”
Extract requirements and pricing to CSV
Use Data Extraction to pull the pricing schedule, the deliverables, the SLAs, and the assumptions into a structured CSV ready for your evaluation matrix or decision memo.
Example prompts:
- “Extract the pricing schedule as a CSV with line item, unit cost, and total”
- “Build a compliance matrix mapping each requirement to the vendor's response”
- “List every assumption with the cited page and a one-line explanation”
Common AI business proposal review scenarios
Six scenarios where AskYourPDF replaces days of manual proposal review.
RFP response evaluation
Evaluating 5 to 10 RFP responses, each 80 to 200 pages, against a 30-criterion evaluation matrix is a week of work for a procurement team. The team that catches a vendor's missing requirement first wins.
How AskYourPDF helps
Build a Knowledge Base of every RFP response and run the evaluation matrix as cross-document queries. Surface gaps, score responses by criterion, and produce a cited evaluation memo.
Example prompts:
- “For each vendor, score their response against our evaluation matrix”
- “Find every requirement that vendor B did not explicitly address”
- “Compare the implementation timelines across all five vendors”
Vendor proposal and SOW review
A vendor SOW or proposal hides the assumptions, the change-order language, and the SLA exclusions in the appendices. Reading the appendices is where the deal value sits.
How AskYourPDF helps
Drop the SOW into AskYourPDF and extract the deliverables, the milestone schedule, the SLAs, the assumptions, and the change-order terms. Compare to your standard playbook.
Example prompts:
- “Extract every deliverable with the cited acceptance criterion”
- “What SLAs does the vendor commit to and what are the exclusions?”
- “Find every assumption the vendor made and flag the ones that need negotiating”
Partnership proposal review
Partnership proposals come thick on relationship and thin on commercial detail. Surfacing the revenue share, the joint-IP terms, and the exit provisions early prevents the deal from falling apart in legal review.
How AskYourPDF helps
Drop the partnership deck into AskYourPDF and extract the commercial terms, the joint-IP language, the exclusivity clauses, and the exit provisions. Switch to Claude 4.5 Opus for the strongest formal business prose.
Example prompts:
- “Extract the revenue-share model with cited examples”
- “Find every clause about joint IP and exclusivity”
- “What are the exit provisions and the notice periods?”
Investor pitch deck and term sheet review
Founders and startup operators read term sheets and pitch decks at speed during a fundraise. Missing a participation clause or a board-seat detail can cost real money two years out.
How AskYourPDF helps
Drop the term sheet into AskYourPDF and extract the valuation, the participation rights, the board composition, the protective provisions, and any unusual clauses.
Example prompts:
- “What is the post-money valuation and the option pool size?”
- “Find every protective provision and the threshold required to invoke it”
- “Are the board seats and voting rights standard for this stage and round size?”
Customer proposal and SOW response (sales engineering)
Sales engineers review a customer's RFP or SOW to determine whether the deal is a good fit before the bid team commits a week to a response. The 'go / no-go' decision is the single highest-leverage call in the sales cycle.
How AskYourPDF helps
Drop the customer's RFP into AskYourPDF and surface every requirement that conflicts with the product's capabilities. Flag the assumptions that are not in the product roadmap.
Example prompts:
- “Find every requirement that our product cannot currently meet”
- “Which assumptions are the customer making about our integration capabilities?”
- “Estimate the implementation effort based on the scope described”
Corporate development and acquisition proposal review
Acquisition proposals and bolt-on diligence packages run 100 to 400 pages each. The corp dev team that catches a hidden liability or a fragile customer concentration first wins the negotiation.
How AskYourPDF helps
Build a Knowledge Base of the diligence stack and ask cross-document questions: customer concentration, working-capital adjustments, off-balance-sheet liabilities, IP ownership. Cited answers across the whole stack.
Example prompts:
- “What is the top customer concentration and which customer contracts have change-of-control clauses?”
- “Find every off-balance-sheet liability and the cited disclosure”
- “Extract the working-capital adjustment mechanism and a worked example”
AskYourPDF features built for business proposal review
Six AskYourPDF capabilities that every proposal review workflow uses.
Chat with PDF for proposal Q&A
Ask any proposal a question and get a cited answer in seconds. Click the citation to jump back to the exact page in the document.
Knowledge Base for multi-vendor evaluation
Group every vendor response, partnership deck, or diligence document into one Knowledge Base and run cross-document queries against your evaluation criteria.
Compare PDF Documents for vendor comparison
Diff two vendor proposals or a vendor proposal against your RFP requirements. Surface every gap, every assumption, and every commercial difference with citations.
Data Extraction for pricing and requirements
Pull the pricing schedule, the deliverables, the SLAs, the assumptions, and the requirements into a structured CSV ready for the evaluation matrix.
PDF Summarizer for decision memos
Generate a one-page executive brief of any proposal with TL;DR, three findings, and a 'so what' section for the decision meeting.
PDF Translation for cross-border proposals
Translate non-English proposals (Chinese, Japanese, German, French) with the pricing schedule and SLAs intact. Gemini 2.5 Pro is the recommended model.
The best AI model for business proposal review
Claude 4.5 Opus is our recommended AI model for business proposal review. Its careful handling of formal business prose, commercial terms, and clause-level nuance makes it the strongest pick for RFPs, vendor proposals, and SOWs. GPT-5 is a strong default for general proposal review. Gemini 2.5 Pro is the right model for cross-border proposals in non-English languages.
Model fit for this use case
AI model
Strength for this role
When to pick it
Claude 4.5 Opus
Strongest reasoning across formal business prose, commercial terms, and SLA language
Recommended for RFPs, vendor proposals, SOWs, and partnership decks
GPT-5
Solid handling of general proposal review, pricing extraction, and requirement matching
Default model for everyday proposal review
Gemini 2.5 Pro
Deepest multilingual training depth
Pick for cross-border proposals in Chinese, Japanese, German, French, or any non-English language
Who uses AskYourPDF for business proposal review
Five roles that have replaced days of manual proposal reading with AskYourPDF.
Procurement lead
Evaluates vendor responses to RFPs at coverage volume. Builds Knowledge Bases per RFP to score every vendor against the evaluation matrix and produce a cited award memo.
BD and partnerships lead
Reviews partnership proposals, joint-venture decks, and channel agreements. Uses Claude 4.5 Opus to surface the commercial and IP language before legal review.
Sales engineer
Reads customer RFPs and SOWs to run the 'go / no-go' analysis. Surfaces every requirement that conflicts with the product's capabilities before the bid team commits a week to a response.
Founder or startup operator
Reads term sheets, pitch decks, and investor proposals during a fundraise. Extracts valuation terms, participation rights, and protective provisions in minutes.
Corporate development or M&A lead
Reviews acquisition proposals and bolt-on diligence packages. Builds Knowledge Bases of the full diligence stack and runs cross-document queries on customer concentration, liabilities, and IP.
Why AskYourPDF, not a generic chatbot, for AI proposal review
Side by side with the alternatives, so you can see what changes when you choose AskYourPDF for proposal review.
| Capability | Generic AI chatbot | Single-purpose tool | AskYourPDF |
|---|---|---|---|
| Read a 200-page RFP response end to end in one chat | No (tight context) | Often capped | Yes (up to 6,000 pages on Pro) |
| Cited answers tied to the exact page in the proposal | No | Sometimes | Yes |
| Compare three or more vendor proposals at once | No | Limited | Yes (Knowledge Base + Compare) |
| Extract pricing schedule and requirements to CSV | Manual copy-paste | Limited | Yes (Data Extraction) |
| Multi-model AI including Claude 4.5 Opus and Gemini 2.5 Pro | Single model only | Single model only | Yes |
| Cross-border proposals in non-English languages | Limited | Limited | Yes |
| OCR for scanned legacy proposals | No | Limited | Yes on Premium and above |
| Data used to train external AI | Often | Sometimes | Never |
| Privacy and compliance for confidential bids | Rarely disclosed | Rarely disclosed | GDPR, UK-hosted |
Generic chatbots cannot hold an 80-page RFP in context. Single-purpose bid-management tools are workflow systems first, AI tools second. AskYourPDF reads the full proposal, extracts the commercial detail, compares vendor responses, and runs cross-document queries on the AI model the team trusts.
Why procurement and BD teams stay with AskYourPDF
5,000,000 readers · 6,000 pages per proposal on Pro · Knowledge Base up to 1,000 docs on Enterprise · Multi-vendor comparison · GDPR-compliant · UK-hosted
“We compare every vendor proposal in AskYourPDF before the evaluation committee meets. The cited gap analysis is what gives our award memos defensibility.”
Placeholder name
Head of Procurement
“I run go / no-go on customer RFPs in 30 minutes now. AskYourPDF surfaces every requirement that does not fit our product before the bid team commits a week to a response.”
Placeholder name
Principal Sales Engineer
“Reading term sheets and pitch decks during a fundraise used to mean weekends. AskYourPDF extracts the participation rights and protective provisions in minutes.”
Placeholder name
Startup Founder
Pricing built for proposal review
Start free for one proposal a day. Upgrade with a $1 Trial when your proposal volume calls for it.
Pro
Recommended
- 150 docs per day
- 6,000 pages per doc.
- All Premium features
- Longer reply length
- Priority support
- Priority access to new features
- Claude 4.5 Opus
- Gemini 2.5 Pro via credits
Recommended for proposal review: Pro. Pro suits individual evaluators (6,000-page proposals, Claude 4.5 Opus via credits, Compare PDF Documents). Enterprise suits procurement and BD teams, with SSO, unlimited pages, Knowledge Base scale, and dedicated support.
Frequently asked questions about AI business proposal review
Can AI review a business proposal?
Yes. Drop the proposal (RFP response, SOW, vendor proposal, or pitch deck) into AskYourPDF and ask any question in plain English. The AI returns cited answers tied to the exact page.
Can AI compare multiple vendor proposals?
Yes. Build a Knowledge Base of vendor responses and run cross-document queries against your evaluation criteria. Or use Compare PDF Documents to diff two vendor proposals side by side.
Can AI extract the pricing schedule from a proposal?
Yes. Data Extraction pulls the pricing schedule, the deliverables, the SLAs, and the assumptions into a structured CSV ready for the evaluation matrix or decision memo.
Which AI model is best for proposal review?
Claude 4.5 Opus is our recommended pick for formal business prose, commercial terms, and SLA language. GPT-5 is a strong default. Gemini 2.5 Pro is the right model for non-English proposals.
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