A Guru alternative
that lives inside your AI

A virtual version of your business

Guru asks your team to build and maintain a wiki. Context Link connects to the knowledge sources you already have, Notion, Google Docs, email, Basecamp, websites, and more, then turns them into a virtual version of your business: source-backed answers from inside ChatGPT, Claude, Gemini, and Copilot, Lenses on positioning, competitors, customer support pulse, and business activity, kept current by recurring AI deep research, plus AI-suggested actions to move the business forward. No new app. No content migration. No wiki to maintain.

Try Context Link Free

At a Glance

Key Differences

Guru is a knowledge base app your team has to write content into and maintain. Context Link connects to the sources you already keep current and turns them into a virtual version of the business.

Context Link runs inside ChatGPT, Claude, Gemini, and Copilot, no new app to adopt, no new login

Connect Notion, Google Docs, Google Drive, email, Basecamp, Monday.com, websites, and uploaded files in minutes, no content migration

Guru starts at $250/month (10-seat minimum). Context Link is built for teams of 3-200 with transparent pricing.

Lenses on positioning, competitors, customer support pulse, and business activity show what's true right now, what changed, and what needs attention, kept current by recurring AI deep research, with Suggested Actions to turn each Lens goal into concrete next moves.

No New Tools

Use Your Existing AI

Get Context · ChatGPT

Get Context · Claude

Your Sources

With Your Existing Knowledge Sources

Sources:

Basecamp

Decision Time

Which Should You Choose?

Both tools help teams access knowledge faster, but they take fundamentally different approaches.

Choose Guru If...

You're a mid-to-large company (100+ employees) with a dedicated knowledge manager
You need content verification workflows with SME ownership and scheduled reviews
Your team works primarily in Slack or Microsoft Teams and wants contextual answers there
You need enterprise security features like SSO, SCIM, and DLP masking
You're willing to invest in building and maintaining a structured wiki from scratch

Choose Context Link If...

You're a team of 3-200 that uses AI daily and wants a virtual version of the business
You don't want to adopt another app, you want source-backed answers inside ChatGPT, Claude, Gemini, or Copilot
Your knowledge already lives in Notion, Google Docs, email, Basecamp, or your website, and you want AI to search it without migrating anything
You want to be up and running this afternoon, not next month
You want Lenses that show what's true right now, what changed, and what needs attention, plus AI-suggested actions to move the business where you want it to go

Side by Side

Feature Comparison

Capability	Guru	Context Link
Where you work	Guru's own app, browser extension, Slack/Teams	Inside ChatGPT, Claude, Gemini, Copilot, the AI tools you already use
AI model	Locked to OpenAI/GPT	Model-agnostic, works with any AI, switch as models improve
Connectors	100+ enterprise integrations (read-only indexing for most)	Notion, Google Docs, Google Drive, email (Gmail, Outlook, Zoho, Fastmail, IMAP), Basecamp, Monday.com, any website, uploaded files
Setup time	Days to weeks (content must be written or migrated into Guru)	Minutes (connect existing sources, no migration)
Pricing	$25/seat/month with a 10-seat minimum ($250/month floor). Enterprise: custom/sales-required.	SMB-friendly per-seat pricing, no forced minimums, no sales calls
Team size	Best for 100-10,000+ employees	Built for teams of 3-200
Living business state (Lenses)	No equivalent, Guru is a wiki of static cards, not source-backed analytical views of the business	Lenses on positioning, competitors, customer support pulse, and business activity, kept current by recurring AI deep research, surfacing what's true right now, what changed, and what needs attention
Content model	Write content into Guru's Knowledge Cards, or manage it in two places	Connect to where your content already lives — no duplication, no migration
Ongoing maintenance	Constant verification, tagging, and organising required	Sources auto-sync. No wiki to maintain.
Direct question answering (Q&A)	Guru AI Answers inside Guru's app or browser extension	Ask Question skill invoked from inside ChatGPT or Claude: `/ask-question [question]` or "ask Context Link what …". Returns one grounded paragraph with numbered citations. Secondary to the primary `get context on [topic]` workflow
Best for	Structured internal knowledge management at enterprise scale	Giving small teams a virtual version of their business inside the AI they already use: source-backed answers, Lenses, and Suggested Actions

Two Approaches

The Real Differentiation

Guru

Guru is a knowledge management platform that centralises your company's knowledge into a searchable wiki of 'Knowledge Cards.' It works well for large organisations that can dedicate staff to writing, tagging, verifying, and organising content. But for small teams, that maintenance burden is the problem, not the solution. You end up managing another app, migrating content out of tools you already use, and paying for seats whether people log in or not.

Context Link

Context Link takes the opposite approach. Instead of building another app your team has to maintain, it connects to the knowledge sources you already keep current, Notion, Google Docs, Google Drive, email, Basecamp, Monday.com, websites, and uploaded files, then turns them into a virtual version of your business. Your team asks source-backed questions from inside the AI tools they already use (ChatGPT, Claude, Gemini, Copilot). Lenses on positioning, competitors, customer support pulse, and business activity show what's true right now, what changed, and what needs attention, kept current by recurring AI deep research. Pick a goal for any Lens, like go upmarket or tighten your ICP, and Suggested Actions turn that goal into concrete next moves grounded in your sources, no wiki maintenance required.

Guru is another app to maintain. Context Link is a virtual version of your business inside the apps you already have.

No New Tools

Meet your team where they already work

Your team stays on the best AI tools for them — ChatGPT, Claude, Gemini, Copilot. Context Link upgrades every conversation with your company's actual knowledge. Easy adoption, zero workflow disruption.

Ellie
(ChatGPT)

Joel
(Claude)

Marketing
agent 004

Deep research
session

Services page

Blog posts

Proposal template

Pricing list 2026

Legals policy

Case studies

5-Step Growth Playbook

About page

Brand guidelines

Onboarding flow

Quarterly review

Keyword tracker

New customer checklist

Brand voice notes

Their Strengths

What Guru Does Well

Guru is a well-built knowledge management platform with strong reviews (4.7/5 on G2 from 2,300+ reviews). For the right team, it solves real problems.

Content verification workflows

Guru's verification system is genuinely unique. You can assign SME owners to each Knowledge Card, set review schedules, and automatically flag stale content. For compliance-heavy organisations, this matters.

Clean, intuitive interface

Guru is consistently praised for ease of use. Once content is written and organised, finding answers is straightforward — especially through the browser extension.

In-workflow access via browser extension

Guru's Chrome extension surfaces relevant Knowledge Cards while you're working in other tools. It reduces context-switching without leaving the tool you're in.

Enterprise search breadth

With 100+ integrations, Guru can index knowledge from across a large organisation's entire tool stack — Confluence, Salesforce, Jira, Zendesk, and more.

Knowledge Agents

Role-specific AI assistants (HR Buddy, Sales Optimizer, Support Agent) can be configured with different knowledge scopes and personalities. For large teams with distinct departments, this is useful.

Our Strengths

What Context Link Does Differently

No new app to adopt

Runs inside ChatGPT, Claude, Gemini, and Copilot. Your team doesn't learn a new interface or add another daily login. They just get source-backed answers in the AI tools they already use.

Connect the tools you already have, no content migration

Guru requires content to be written into Knowledge Cards or managed in two places. Context Link connects to Notion, Google Docs, Google Drive, email (Gmail, Outlook, Zoho, Fastmail, IMAP), Basecamp, Monday.com, any website, and uploaded files (PDFs, Word docs, Markdown). Your knowledge stays where it is.

Model-agnostic

Guru is locked to OpenAI's models. Context Link works across ChatGPT, Claude, Gemini, and Copilot. Different team members can use different AI tools, and you switch models as they improve without reworking anything.

Lenses, see your business from every angle

Source-backed analytical views of the business: positioning, competitors, customer support pulse, business activity. Each Lens combines your connected sources with recurring AI deep research and answers what's true right now, what changed, and what needs attention. Guru's wiki returns static cards; Lenses turn your sources into a living self-portrait of the business.

Recurring AI deep research keeps it current

Each Lens runs on a schedule. Connections re-sync, and recurring AI deep research goes out and updates the Lens with fresh external evidence: competitor moves, market shifts, what's been written about your space. Snapshot history makes the change visible over time.

Suggested Actions, from insight to next move

Pick a goal for a Lens, go upmarket, tighten your ICP, refresh positioning, respond to a competitor launch. Context Link briefs an AI on your sources, your Lens, and your latest deep research, then turns the goal into concrete actions you can copy, open in any AI tool, or run yourself.

SMB-friendly pricing

Guru starts at $250/month (10-seat minimum at $25/seat) and has moved to sales-required pricing for most plans. Context Link is built for teams of 3-200 with transparent, affordable pricing.

No wiki to maintain

Guru's value depends on someone constantly writing, tagging, verifying, and organising content. Context Link auto-syncs from your existing sources. If your Notion pages and Google Docs are current, your AI's context is current.

Frequently Asked Questions

Is Context Link a direct replacement for Guru?

They solve related problems differently. Guru is a knowledge base app where you write and maintain a wiki. Context Link connects to the knowledge sources you already use (Notion, Google Docs, email, Basecamp, websites, uploaded files) and turns them into a virtual version of your business: source-backed answers from inside ChatGPT, Claude, Gemini, and Copilot, Lenses on positioning, competitors, customer support pulse, and business activity, kept current by recurring AI deep research, plus AI-suggested actions to move the business forward. If you're a team of 3-200 looking for a virtual version of your business without building a wiki, Context Link is the better fit.

What if I already have content in Guru?

If your team has invested in building out Guru's Knowledge Cards, that content lives in Guru's system. Context Link takes a different approach: instead of maintaining a separate knowledge base, you connect to the sources your team already keeps current. If your knowledge already lives in Notion, Google Docs, email, or your website, you can skip the wiki entirely.

How does Context Link handle the content verification that Guru offers?

Context Link takes a fundamentally different approach to 'freshness.' Instead of verification workflows on wiki pages, Context Link syncs directly from your source of truth: your Notion workspace, Google Docs, email, Basecamp, and websites. If those sources are current, your AI's context is current. Lenses run on a schedule and keep snapshot history, so you can see how things have shifted over time, and recurring AI deep research updates each Lens with fresh external evidence.

Does Guru have a free plan?

Guru no longer offers a visible free tier. Their self-serve plan starts at $25/seat/month with a 10-seat minimum ($250/month floor), and most plans now require a sales conversation. Context Link offers a free trial so you can test whether it fits your workflow before committing.

Can I use Context Link with ChatGPT AND Claude?

Yes. Context Link is model-agnostic. The same connected sources and Lenses are available from ChatGPT, Claude, Gemini, and Copilot. Different team members can use different AI tools and still pull from the same business state. Guru, by contrast, is locked to OpenAI's models for its core AI features.

How long does it take to set up Context Link vs Guru?

Context Link: minutes. Connect your sources (Notion, Google Docs, email, websites) and start retrieving context from your next AI conversation. Guru: days to weeks. Content needs to be written into Knowledge Cards or migrated from existing tools, then tagged, organised, and assigned to SME owners for verification.

What about Guru's browser extension and Slack integration?

Guru's browser extension and Slack bot are well-executed for surfacing Knowledge Cards in context. Context Link takes a different approach: instead of building extensions for individual tools, it runs inside the AI tools your team already uses daily. If your team's primary workflow involves ChatGPT, Claude, or Copilot, Context Link meets them there without another extension to install.

My team is under 10 people. Is Guru worth it?

Guru's 10-seat minimum means you'd pay for seats you don't use. More importantly, Guru's value depends on someone maintaining the knowledge base — writing cards, tagging content, running verification cycles. For a small team, that overhead rarely pays off. Context Link connects to what you already have and works from day one.

Does Context Link have an 'Ask' feature like Guru?

Yes. Alongside the primary "get context on [topic]" workflow, Context Link has an Ask Question skill invoked as `/ask-question [question]` or natural language ("ask Context Link what …"). It runs the same semantic retrieval across your connected sources, then a small fast LLM composes one grounded paragraph with numbered citations back to the exact snippets used. The difference: instead of logging into another app to ask, you invoke it from inside the AI you already use: ChatGPT, Claude, Gemini, Copilot. Ask Question is a Pro feature and counts toward the monthly LLM allowance (1,000 requests/month, shared across LLM-powered features).

Summary

The Bottom Line

Guru

Guru is a strong knowledge management platform for mid-to-large organisations. If you have 100+ employees, a dedicated knowledge manager, and the budget for structured wiki maintenance with verification workflows, Guru delivers real value — especially for onboarding, support, and sales enablement.

Context Link

Context Link is a virtual version of your business for teams of 3-200. It runs inside the AI tools you already use, connects to the sources you already have, and turns them into Lenses that surface what's true right now, what changed, and what needs attention, kept current by recurring AI deep research. Pick a goal for any Lens and Suggested Actions turn it into concrete next moves. Sets up in minutes. No wiki to build, no content to migrate, no app to maintain.

Quick Decision Guide

Your pain

I need a structured internal wiki with content verification and enterprise security

Solution

Guru is the right choice

Your pain

I want a virtual version of my business with Lenses and AI-suggested actions, without building and maintaining a wiki

Solution

Context Link is the right choice

Your pain

I can't justify $250/month minimum or dedicating someone to wiki maintenance

Solution

Context Link is the right choice

Your pain

My knowledge already lives in Notion, Google Docs, email, and our website, I just want AI to search it and observe what's changing

Solution

Context Link is the right choice

Get Started

Give Your AI the Context It's Missing

Context

$19 per seat / month

7-day free trial

includes

Search all your sources by meaning, not keywords
Works with ChatGPT, Claude, Copilot & Gemini
Connect Google Drive, Notion, files, email, websites & more
Save AI outputs as reusable memories under any /slash
Use /get-context for bigger briefings, or /ask-question for concise answers with citations
Connections auto re-sync every 24 hours