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Scribe
AI-powered workflow platform that captures and generates step-by-step guides and documentation for business processes

Revenue

$100.00M

2026

Funding

$130.00M

2025

Details
Headquarters
San Francisco, CA
CEO
Jennifer Smith
Website
Milestones
FOUNDING YEAR
2019
Listed In

Revenue

Revenue more than doubled year-over-year in late 2025. The user base grew in parallel, reaching 4 million users in June 2025, 5 million in November 2025, and over 6 million in May 2026. Enterprise penetration is deep for a product-led company: 94% of the Fortune 500 use Scribe, and 45% of the Fortune 500 are paying customers, out of roughly 80,000 enterprise customers total.

At $100M ARR across approximately 80,000 customers, blended ARR per customer runs around $1,250 per year. That figure reflects a mix of small paid teams on self-serve plans and larger enterprise accounts on custom contracts, alongside a substantial free user base that increases total user counts without contributing directly to revenue.

Valuation & Funding

Scribe raised a $75 million Series C in November 2025 at a $1.3 billion post-money valuation, led by StepStone.

Earlier rounds included a $25 million Series B in February 2024, led by Redpoint Ventures, and a $22 million Series A in October 2021, led by Tiger Global Management. The company's seed round was led by Amplify Partners.

Additional investors across rounds include New York Life Ventures, Morado Ventures, XYZ Ventures, Haystack Ventures, and AME Cloud Ventures. Total funding raised across all rounds is $130 million.

Product

Scribe is an AI-powered workflow documentation and intelligence platform. Its core product records a user performing a task on their computer and generates a step-by-step visual guide from that activity, including screenshots, click targets, and written instructions, without manual authoring.

The workflow is straightforward: install the Chrome or Edge browser extension, click start capture, complete the task normally, then stop. Scribe generates a draft guide that the user can edit, annotate, redact sensitive information from, and share via link, embed, PDF, Markdown, or direct export to tools like Confluence. Paid plans add desktop capture for Windows and Mac, extending coverage beyond the browser to tools like Excel, legacy software, and mixed desktop-browser workflows.

Users can combine individual guides into Pages, documents such as training manuals, employee handbooks, or SOP bundles that include multiple captured workflows alongside narrative text, videos, and links. That expands the product from point-in-time workflow capture into a documentation assembly system used in onboarding, IT enablement, support, and compliance.

Two features move Scribe closer to in-workflow assistance. Sidekick is a browser side panel that surfaces relevant guides based on the application a user is currently in, so help appears in context instead of requiring search. Guide Me converts a captured Scribe into an interactive on-screen walkthrough that steps the user through each action inside the live application, instead of requiring them to read a document and map it back to the screen.

The newest layer is Scribe Optimize, launched in late 2025 and expanded in 2026. Capture documents how one person completed one process, while Optimize analyzes workflow activity across approved applications to show where time is lost across teams, identify tool overlap and underutilization, surface automation and AI deployment opportunities, and generate ROI-backed recommendations. AI Agents within Optimize let users ask questions in natural language and receive answers about bottlenecks, process maps, and savings estimates drawn from their organization's workflow data. Scribe also offers an MCP to deliver structured workflow context directly into downstream AI systems, extending the platform from documentation into workflow data infrastructure for enterprise AI.

Business Model

Scribe sells B2B SaaS through a freemium-to-enterprise model. The free Basic plan includes browser capture and sharing, which drives bottoms-up adoption with little onboarding friction. Paid plans add desktop and mobile capture, screenshot editing and redaction, branding controls, and richer export options. Enterprise adds SSO, SCIM, auto-redaction of PII and PHI, role-based access, central content governance, language translations, and compliance infrastructure including HIPAA and GDPR coverage.

The pricing architecture is built to push whole-team upgrades rather than isolated individual conversions: teams cannot mix Basic and Pro users within the same workspace, so one power user's upgrade often pulls the rest of the team along. Pro Team uses a base of five seats with per-seat add-ons, while Enterprise is custom and demo-led. Optimize is sold as a separate, higher-value layer aimed at operations, transformation, and AI program budgets rather than the enablement or IT budgets that typically fund Capture.

The product ladder mirrors the monetization ladder. Capture sells to individual contributors and team managers. Enterprise governance sells to IT and security buyers. Optimize sells to operations leaders and CIOs evaluating where AI and automation should be deployed. Each layer targets a different budget owner within the same account, expanding revenue per customer without requiring Scribe to win a new logo.

The model compounds through distribution, expansion, and data. Free capture drives adoption, shared guides spread through organizations, accumulated usage supports enterprise governance contracts, and the growing dataset of documented workflows, now covering over 15 million workflows across 40,000 applications, underpins Optimize's intelligence layer and raises switching costs for large accounts. Because the product is software-only and sits on top of customers' existing applications without requiring implementation, the cost to acquire and onboard an initial user is low, while the value of an enterprise account can expand as more teams standardize on the platform.

Competition

Scribe competes across a wide band of the market, from lightweight SOP capture tools to enterprise digital adoption platforms, with additional bundling pressure from large collaboration suite owners. The competitive set shifts with the buyer's framing of the problem, from fast documentation at the team level to enterprise-wide workflow change management.

Direct SOP capture rivals

Tango is Scribe's closest competitor, overlapping on the core job of turning browser and desktop activity into reusable step-by-step guides. Tango leans into in-app activation and compliance for specific workflows, with a per-seat pricing model that can be simpler for smaller teams evaluating on cost alone.

As Scribe expands toward a broader workflow intelligence platform with Optimize and Agents, Tango remains closer to operational documentation and guided walkthroughs. That makes Tango a strong substitute when buyers want fast deployment without a broader platform commitment.

Guidde approaches the category from a different angle, with video-first AI documentation, AI voiceover, custom avatars, and SCORM export for training workflows. In segments where polished video output and learner engagement matter more than structured, searchable, governable process content, including customer education, sales enablement, and external training, Guidde can make Scribe look less flexible.

Enterprise digital adoption platforms

WalkMe and Whatfix compete with Scribe as it moves upmarket with Guide Me, Sidekick, and Optimize, into territory those platforms have historically owned. WalkMe, now owned by SAP following a September 2024 acquisition, adds enterprise transformation credibility and distribution through SAP's installed base that Scribe cannot easily match.

Whatfix covers cross-environment guidance across web, desktop, mobile, and Citrix or VDI deployments. That matters in large enterprises running legacy and virtualized software estates, where Scribe's browser-and-desktop capture model has less reach.

Scribe's advantage against both is speed of deployment and bottoms-up adoption: it does not require a heavy implementation before delivering value, and it can spread through an organization before IT gets involved. The risk is that once a buyer frames the problem as enterprise-wide digital transformation rather than team-level documentation, WalkMe and Whatfix become more credible vendors, and Scribe needs Optimize to stay competitive in that conversation.

Suite bundling and platform incumbents

Loom, now owned by Atlassian following a November 2023 acquisition, is the most structurally threatening adjacent competitor because it enters accounts through async communication rather than documentation budgets and can expand into SOP creation via AI-generated transcripts and documents. For organizations already running Confluence and Jira, Loom can become the path of least resistance for documenting work without adding a dedicated workflow capture vendor.

Scribe is better suited to cases where repeatable, governed, searchable process content is the goal. Loom is a risk when teams are satisfied with recording once and relying on AI cleanup. The broader risk from Atlassian, Microsoft, Salesforce, and ServiceNow is that each could fold lightweight walkthrough or documentation generation into existing contracts, raising the question of why a separate tool is needed at all.

TAM Expansion

Scribe's core documentation market is a wedge into a larger set of enterprise budgets around workflow intelligence, AI transformation, and operational enablement. The company's 2026 product and go-to-market moves are aimed at expanding into those larger pools of spend.

Workflow intelligence and AI transformation budgets

Scribe Optimize moves the company beyond documentation budgets into transformation, process mining, and enterprise AI budgets controlled by CIOs and operations leaders. The strategic premise is that companies cannot decide where to deploy AI and automation without first understanding how work actually gets done, and Scribe's dataset of over 15 million documented workflows across 40,000 applications is a foundation for that analysis.

By generating process maps, bottleneck analyses, ROI estimates, and ranked automation opportunities from real workflow data, Optimize competes for spend that currently goes to process mining vendors, management consulting, and AI readiness programs. The MCP and enterprise search API extend this further, making Scribe a workflow context provider for downstream AI copilots and agents rather than only a documentation destination, opening a path into AI infrastructure budgets that did not exist when Scribe was purely a documentation tool.

In-workflow execution and digital adoption

Guide Me, Sidekick, and Pins move Scribe from a repository of process knowledge into an active layer at the moment of work, targeting the digital adoption platform market served by WalkMe and Whatfix. The addressable opportunity spans software rollouts, ERP implementations, CRM migrations, and compliance training programs, all of which require employees to complete workflows correctly inside unfamiliar tools.

Scribe's approach, generating the guide from real usage and surfacing it in context inside the application, is faster to deploy and easier to maintain than traditional DAP implementations that require dedicated configuration work. As Scribe deepens integrations with tools like Salesforce, Zendesk, ServiceNow, and Epic, it becomes more credible as a lightweight adoption layer for complex enterprise software rollouts, which are a persistent source of implementation failure and consulting spend.

Ecosystem distribution and vertical expansion

Scribe's integrations strategy, connecting workflow content into LMS platforms, knowledge bases, AI assistants, Slack, Microsoft Teams, Salesforce Knowledge, Zendesk, and Guru, turns the platform into infrastructure rather than a standalone destination. That reduces the friction of enterprise adoption and increases the stickiness of existing accounts.

Vertical expansion into regulated industries like healthcare, finance, and insurance extends the enterprise governance layer Scribe has already built. Auto-redaction of PII and PHI, HIPAA compliance, approval workflows, versioning, and language translation into ten languages make Scribe more credible in environments where process accuracy and auditability are compliance requirements. Systems integrators deploying Salesforce, Epic, Zendesk, and ERP platforms are a relevant partnership channel, since documentation and training are persistent bottlenecks in large software implementations and Scribe can be sold as part of the deployment toolkit rather than as a separate procurement decision.

Risks

Commoditization pressure: As AI-generated SOP creation becomes a standard feature across collaboration suites, screen recorders, and knowledge management platforms, including Loom under Atlassian, Guidde, and Trainual, Scribe's moat depends less on AI-assisted documentation and more on workflow capture quality, in-context guidance, enterprise governance, and the proprietary workflow dataset underlying Optimize.

Platform dependence: Scribe depends on browser extension permissions, operating system screen capture access, and the continued openness of third-party applications to observation, so tighter browser extension policies by Google or Microsoft, or native expansion of walkthrough and documentation capabilities by platforms such as Salesforce, ServiceNow, or SAP, could reduce the value of Scribe's overlay layer.

Optimize sales complexity: Moving from a viral, self-serve documentation tool into a workflow intelligence platform sold to CIOs and operations leaders requires a different sales motion, including longer cycles, executive sponsorship, privacy review, and change management buy-in, which raises customer acquisition costs and execution risk as Scribe scales its enterprise go-to-market with the Series C capital.

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