Shelf

Shelf

AI-powered knowledge management for agents

Overview

Shelf.io provides knowledge management solutions that help organizations optimize their internal content and improve how agents and customers get answers. Its platform uses Generative AI to evaluate content quality from multiple sources and generate accurate, consistent responses for human agents, chatbots, and self-service portals. The products integrate where agents work, using AI, customer data, and automation to quickly deliver correct information, and to keep content up-to-date, boosting agent productivity and customer self-service. Shelf.io differentiates itself by focusing on content quality across sources, delivering reliable answers, and showing tangible results like ROI (e.g., $780,000 in the first year) and increased deflection rates (40%), which reduce the need for human intervention. The company’s goal is to help organizations maintain accurate knowledge at scale so that agents can resolve inquiries faster and customers can help themselves more effectively.

About Shelf

Simplify's Rating
Why Shelf is rated
C+
Rated C on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Company Size

201-500

Company Stage

Series B

Total Funding

$60.7M

Headquarters

New York City, New York

Founded

2017

Your Connections

People at Shelf who can refer or advise you

Simplify Jobs

Simplify's Take

What believers are saying

  • Always-on ROT detection sells into regulated teams demanding continuous content trust.
  • Auto-translate and multilingual support unlock expansions across distributed global support organizations.
  • Agentic AI positioning around an AI Data Model broadens Shelf beyond knowledge search.

What critics are saying

  • Microsoft Copilot and ServiceNow AI already control enterprise workflows and distribution.
  • Hallucinated or stale answers destroy trust and undermine Shelf's core knowledge promise.
  • Complex multi-system integrations and content cleanup erase the firm's fast implementation advantage.

What makes Shelf unique

  • Shelf combines knowledge governance, search, and GenAI content optimization in one platform.
  • Its Content Connectors reduce migration friction across scattered enterprise repositories.
  • Merlin AI and Salesforce AppExchange integrations embed answers directly inside existing workflows.

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Funding

Total Funding

$60.7M

Above

Industry Average

Funded Over

3 Rounds

Series B funding is typically for startups that have proven their business model and need more funding to expand rapidly—often by entering new markets or adding more products. Investors are usually venture capital firms that specialize in later-stage investments.
Series B Funding Comparison
Above Average

Industry standards

$35M
$45M
Linktree
$52.5M
Shelf
$65M
Substack
$100M
ClickUp

Benefits

Unlimited Paid Time Off

Company Equity

Stock Options

Comprehensive health and wellness packages

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

-1%

2 year growth

-1%
Shelf
Mar 1st, 2022
Shelf received award Gold Stevie® Award in the IVR and Web Services Solution category on Mar 1st 22'.

Shelf announces today it has won a Gold Stevie® Award in the IVR and Web Services Solution category.

TechCrunch
Aug 23rd, 2021
Shelf.io closes huge $52.5M Series B after posting 4x ARR growth in the last year

Covering public companies can be a bit of a drag. They grow some modest amount each year, and their constituent analysts pester them with questions about gross margin expansion and sales rep efficiency. It can be a little dull. Then there are startups, which grow much more quickly — and are more fun to talk about.

Shelf
May 18th, 2021
Shelf expands facilities to Frankfurt, Hessen, Germany

To provide European-based clients with a top performing application, Shelf has launched a global data center in Frankfurt, Germany.

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