Scroll
FreemiumBuild cited expert agents from your documents.
By Tanmay Verma, Founder · Last verified 06 Jul 2026
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Added 7d ago
77/100Safe BetIn short
Scroll — Build cited expert agents from your documents. Best for Sales enablement teams wanting on-demand product insights with source citations, Learning and development teams scaling manager expertise from internal docs, Compliance officers needing reliable regulation guidance backed by primary sources. Free to start; paid plans from $200160/mo.
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Editorial Verdict
Best for
Sales enablement teams wanting on-demand product insights with source citationsLearning and development teams scaling manager expertise from internal docsCompliance officers needing reliable regulation guidance backed by primary sourcesExecutive coaches curating leadership wisdom from interviews and speechesAnalysts aggregating public disclosures for intelligence with traceable facts
Not ideal for
Users needing real-time data without manual refresh schedulingTeams requiring offline or mobile accessProjects with very large knowledge bases on the free tier (only 300 pages)Heavy query usage where credit costs become prohibitive
Scroll delivers citation-grounded answers from your documents with impressive speed and accuracy. Its credit-based pricing is transparent, but heavy users may find the Teams tier limiting. A solid choice for teams that need reliable, source-backed AI without hallucinations. Consider alternatives like You.com or custom GPTs if you need broader model access or lower per-query costs.
Skip Scroll if Skip Scroll if you need a general-purpose AI assistant with web browsing, image generation, or multiple model choices—or if your use case involves real-time data that requires frequent manual refresh.
Compare with: Scroll vs Humata AI, Scroll vs Anara, Scroll vs ChatPDF
Last verified: July 2026
Viability Score
77/100
Safe BetHow likely is Scroll to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
55
funding runway
80
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- Knowledge agent creation from PDF, DOC, PPT, audio, web pages
- Audio transcription and ingestion (1 hour = 3 credits)
- Web page clean copy ingestion (5 credits per page)
- AI-powered question answering with source citations
- Knowledge auto-refresh (weekly, daily, hourly)
- Agent branding for Teams and Enterprise plans
- Credits-based usage tracking (50 credits per query)
- Slack integration for agent access
- Microsoft Teams integration for agent access
- Spreadsheets plugin (Google Sheets, Excel)
- MCP & REST API for programmatic interaction
- Web-based embeddable agent on your site or standalone link
- Example agents marketplace (LVMH, Buffett, EU AI Act, etc.)
- Credit-based pricing with monthly refill
- Enterprise advanced security and premium support
About Scroll
FreemiumIntermediateAPI availableWeb · API
Scroll is a platform for creating reliable knowledge agents grounded in your own documents, websites, and media files. It ingests PDFs, PowerPoints, Word docs, audio recordings, and web pages, then uses AI to answer queries with citations back to the source material. The tool is designed for teams across sales, learning and development, compliance, and executive coaching who need to scale expertise without hallucination. You can create custom agents that reflect your unique knowledge base, configure auto-refresh schedules, and embed agents into your own workflows via web, Slack, Teams, or API. Scroll differentiates itself by focusing on citation accuracy and speed. Each response cites specific sources, making trust and verification straightforward. The platform also offers branded agents and enterprise-grade security for organizations that need to control data access. With a free tier for experimentation and paid plans starting at $160/month (billed annually), Scroll caters to both individual explorers and large teams. The team behind Lede AI Limited builds and maintains the service.
Behind the Verdict
Scroll fills a specific niche: turning static documents into interactive, cited knowledge bases. Its strength lies in the precision of citations and ease of setup. You upload PDFs, PowerPoints, audio, or web pages, and within minutes you have an agent that answers questions with direct quotes. The free tier (1,000 credits/month, 1 agent, 300 pages) is generous for evaluation. The Teams plan ($160/month annual) unlocks 3 agents, 2,000 pages, daily auto-refresh, and Slack/Teams integrations. For most teams, the credit system is the main friction point: each query costs 50 credits, so on the free tier you get only ~20 queries per month. If you plan to field hundreds of queries daily, costs scale quickly. The Enterprise plan offers custom credits, unlimited agents, and hourly refresh. A notable limitation: no offline or mobile access. Also, the model is not disclosed, so you can't choose your underlying LLM. For teams that need citation accuracy above all else, Scroll is a strong option. However, if you want a general-purpose AI assistant with web browsing or multimodal capabilities, you might look at ChatGPT or Gemini.
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Real-world workflow fit
Concrete scenarios for the personas Scroll actually fits — and what changes day-one when you adopt it.
Sales Enablement Manager
Upload product collateral, battle cards, and FAQs. Embed the agent in Slack so reps can ask objection-handling questions and get cited answers instantly.
Outcome: New reps ramp faster; all reps close more deals with accurate, on-demand product insights.
Compliance Officer
Ingest EU AI Act regulation PDFs and compliance guides. Create an agent that answers employee questions about regulatory requirements with direct citations.
Outcome: Reduces time spent researching compliance issues; ensures answers are always traceable to official sources.
L&D Director
Upload manager training videos (transcribed) and internal process docs. Deploy an agent for new hires to ask questions and get cited answers 24/7.
Outcome: Scales best-practice knowledge across the organization; reduces dependency on senior managers for repetitive questions.
Use Cases
- Create a sales enablement agent that answers product and process questions with citations from your latest collateral.
- Build a compliance agent that provides EU AI Act guidance drawn directly from official regulations.
- Deploy a learning agent that surfaces employee training material based on manager interviews and internal documents.
- Develop a competitive intelligence agent that ingests public filings and brand materials for analyst use.
- Launch a customer-facing FAQ agent that pulls answers from your knowledge base with branded responses.
- Set up an executive coaching agent that offers advice from curated speeches and interviews of business leaders.
Limitations
- The free tier limits to 1 agent and 1,000 credits/month, which covers roughly 20 queries.
- Query costs are high (50 credits each), so frequent use requires a paid plan.
- Knowledge base size caps at 2,000 pages on Teams, and only Enterprise offers hourly refresh.
- No offline or mobile access.
- The underlying AI model is not user-selectable.
as of 2026-07-06
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Scroll tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Solo users or teams wanting to test Scroll with one agent and light usage (up to ~20 queries/month).
What this tier adds
Free entry point: 1 agent, 1,000 credits/month, 300 knowledge base pages, weekly auto-refresh.
Teams
$200/mo ($160/mo billed annually)
Ideal for
Small to mid-size teams needing 3 agents, 2,000 pages, daily refresh, and integrations with Slack/Teams.
What this tier adds
Adds 3 agents, 10,000 credits/month, 2,000 pages, daily auto-refresh, agent branding, Slack/Teams integrations, spreadsheets plugin, and API access.
Enterprise
Custom
Ideal for
Large organizations requiring unlimited agents, huge knowledge bases, hourly refresh, custom integrations, and enterprise security.
What this tier adds
Custom credits, unlimited agents and pages, hourly auto-refresh, enterprise security, premium support, AI accuracy evaluation, and custom integrations.
Integrations
Where the pricing makes sense
The company stage and team size where Scroll's pricing actually pencils out — and where peers do it cheaper.
Scroll's pricing fits teams that need citation-backed knowledge agents but have moderate query volumes. At $160/month for Teams (annual), it's cheaper than hiring a full-time analyst but more expensive than a general-purpose AI subscription like ChatGPT Plus ($20/month). For heavy query usage, per-query costs can add up; consider alternatives with flat-rate pricing if your volume is high.
Setup time & first value
How long it actually takes to get something useful out of Scroll — broken out by persona, not the marketing-page minute.
For a single agent: upload documents (5-15 minutes), configure agent name and branding (5 minutes), and test queries (10 minutes). Total under 30 minutes. For Slack/Teams integration: additional 10 minutes per channel. For embedding on a website: add a script tag (5 minutes).
Switching to or from Scroll
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
Migrating in
- →From shared Google Drive folders: upload documents directly to a new Scroll agent and re-link any existing FAQs.
- →From a custom chatbot: export your knowledge base as PDFs or web pages and import them into Scroll.
- →From a wiki (Confluence, Notion): export pages as PDF or use web scraping to ingest them.
Migrating out
- ↗To a custom solution: use Scroll's REST API to export agents' knowledge base content and query logs.
- ↗To a general-purpose AI like ChatGPT: you can copy-paste key documents, but you lose citation features.
- ↗To a competitor knowledge base tool: export your uploaded files and re-upload them to the new platform.
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