A Dashworks alternative
built for founders, not enterprise IT
A virtual version of your business
Dashworks was acquired by HubSpot and shut down in 2025. Context Link is a different shape entirely: a virtual version of your business that AI can ask, observe, and help evolve. Connect your sources, talk to the business from inside ChatGPT, Claude, or any MCP-aware agent, and let Lenses surface what's true right now, what changed, and what needs attention.
Key Differences
Dashworks was acquired by HubSpot in April 2025 and shut down as a standalone product in July 2025
Context Link gives founders a virtual version of their business: Lenses on positioning, competitors, customer support pulse, and business activity
Each Lens combines connected sources with recurring AI deep research to surface what's true right now, what changed, and what needs attention
AI reaches Context Link from inside ChatGPT, Claude, and any MCP-aware agent. No new app to adopt (or lose to acquisition)
Pick a goal for a Lens and Suggested Actions turn it into concrete next moves grounded in your sources
Use Your Existing AI
Get Context
· ChatGPT
Get Context
· Claude
With Your Existing Knowledge Sources
Basecamp
Dashworks vs Context Link: Who Needs What?
Dashworks is no longer available as a standalone product, but understanding what it offered helps clarify whether Context Link fits your needs.
You Might Miss Dashworks If...
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You need enterprise search across 50+ apps including Salesforce, Jira, and Confluence
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Your team lives in Slack and wants an AI bot that auto-answers channel questions
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You need permission-synced search that mirrors your existing access controls exactly
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You're a HubSpot customer and can wait for Dashworks tech to appear in Breeze
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You need HRIS integrations like BambooHR, Workday, or Gusto for onboarding bots
Choose Context Link If...
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You're a founder or owner-operator running an AI-forward small business
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You want a virtual version of the business you can ask, observe, and act on, not another app to adopt
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You want Lenses on positioning, competitors, customer support pulse, and business activity, kept current by recurring AI deep research
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You need to connect Notion, Google Docs, Google Drive, email, Basecamp, Monday.com, websites, or uploaded files
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You want AI to reach the business from inside ChatGPT, Claude, or any MCP-aware agent, not behind another login
Feature Comparison
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Capability
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Dashworks
|
Context Link
|
|---|---|---|
| Where you work | Dashworks web app, Slack bot, and Chrome extension | Inside ChatGPT, Claude, and any MCP-aware agent. Context Link is reached from the AI tools your team already uses |
| AI model | Multiple (GPT-4o, Claude, Gemini, Llama). Business plan required for model choice | Model-agnostic. Same connected sources answer ChatGPT, Claude, and any MCP-aware agent |
| Connectors | 50+ enterprise apps (Google Drive, Salesforce, Jira, Slack, Confluence, etc.) | Notion, Google Docs, Google Drive, email (Gmail, Outlook, Zoho, Fastmail, IMAP), Basecamp, Monday.com, any website, uploaded files (PDFs, Word, Markdown) |
| Setup time | Minutes for basic setup; full configuration takes longer | Minutes (self-serve, no IT needed) |
| Pricing | $10 to 15/user/month (product shut down July 2025) | SMB-friendly per-seat pricing, no enterprise minimums |
| Team size | Mid-market (10-seat minimum on Business plan) | Built for founders and teams of 3 to 200 |
| Living business state (Lenses) | No equivalent. Dashworks was workplace Q&A; it didn't surface a source-backed business state | Lenses observe positioning, competitors, customer support pulse, and business activity, kept current by recurring AI deep research. Pick a goal and Suggested Actions turn it into concrete next moves |
| Status | Acquired by HubSpot, shut down July 2025 | Active and independently operated |
| Direct question answering (Q&A) | Dashworks' Q&A inside Dashworks' app / Slack bot | 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 | Was: AI-powered Q&A across 50+ workplace apps via its own interface | Founders and small teams who want a virtual version of their business, asked from inside the AI they already use |
The Real Differentiation
Dashworks
Dashworks built a solid workplace Q&A tool. It connected 50+ apps and answered questions with citations through its own web app, Slack bot, and Chrome extension. It was well-designed for mid-market teams that wanted enterprise search without enterprise complexity. But it was still another app, and when HubSpot acquired it in 2025, the standalone product was shut down. The promise was 'ask the workplace and get an answer'. The shape was retrieval inside Dashworks.
Context Link
Context Link is a different shape entirely. It gives founders and small teams a virtual version of their business. Connect, Ask, Observe, and Evolve are the four pillars: connect your sources once (Notion, Google Docs, Google Drive, email, Basecamp, Monday.com, websites, uploaded files), ask the business from inside ChatGPT, Claude, or any MCP-aware agent, observe Lenses on positioning, competitors, customer support pulse, and business activity (kept current by recurring AI deep research) to see what's true right now, what changed, and what needs attention, then pick a goal and work through Suggested Actions to move that part of the business forward.
Dashworks was workplace Q&A behind another app. Context Link is a virtual version of your business, talked to from the AI you already use.
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.
(ChatGPT)
(Claude)
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What Dashworks Did Well
Dashworks was a well-built product that solved real problems before its acquisition. Here's what it did well — and what you might be looking to replace.
Real-time federated search
Dashworks didn't build a static index. It searched live across connected apps at query time, so results always reflected the current state of your tools.
Slack-native experience
The Dashworks Slack bot was its strongest feature. It sat in team channels, automatically detected questions, and answered with citations, handling up to 45% of repetitive questions without human involvement.
Broad connector coverage
With 50+ integrations spanning CRM, project management, HRIS, and messaging tools, Dashworks could reach into most corners of a company's tech stack.
Cited answers with source links
Every Dashworks response linked back to the source documents, so you could verify the AI's work. This built genuine trust with users.
Permission-aware search
Dashworks synced access controls from connected apps, so employees only saw answers from content they were authorized to access.
What Context Link Does Differently
Connect: one knowledge base, kept in sync
Plug in the places work happens: Notion, Google Docs, Google Drive, email (Gmail, Outlook, Zoho, Fastmail, IMAP), Basecamp, Monday.com, any website, uploaded files. Sources auto re-sync, so the picture reflects current state. No content migration, no separate knowledge base to maintain.
Ask: from inside the AI you already use
AI reaches Context Link from inside ChatGPT, Claude, and any MCP-aware agent. Dashworks asked you to come into Dashworks (web app, Slack bot, Chrome extension). Context Link inverts that: your team stays in their AI of choice, and the answer comes from your connected sources, with citations.
Observe: Lenses give you a virtual version of your business
Lenses are source-backed analytical views: positioning, competitors, customer support pulse, business activity, and more. Each one combines connected sources with recurring AI deep research to surface what's true right now, what changed, and what needs attention. Dashworks did Q&A. Context Link goes further.
Recurring AI deep research
Each Lens re-runs deep research on a schedule, feeding the model fresh external evidence: competitor moves, market shifts, what's been written about your space. The picture stays current without you having to sit and watch.
Evolve: Suggested Actions close the loop
Pick a goal for a Lens (go upmarket, tighten your ICP, respond to a competitor launch) and Context Link briefs an AI on your sources, your Lens, and your latest deep research, then turns the goal into concrete next moves. Not generic AI brainstorming, lightweight strategy moves grounded in evidence.
Won't disappear in an acquisition
Dashworks shut down 90 days after HubSpot's deal closed. Context Link is independently operated and running. And because AI reaches Context Link from inside ChatGPT or Claude, you're not betting the team's workflow on a single vendor's chat surface.
SMB-friendly pricing
Built for founders and teams of 3 to 200. No 10-seat minimums, no enterprise-only features behind 'contact sales' pricing.
Snapshot history makes change visible
Each Lens keeps a snapshot history. Not just 'here's the current Positioning Lens', but 'here's how it shifted in the last month'. Memories are a quiet supporting feature too: AI-pushed namespaced docs your team's AI can save and update over time.
Frequently Asked Questions
What happened to Dashworks?
Is Context Link a direct replacement for Dashworks?
Can Context Link connect to the same apps Dashworks did?
How does Context Link work without its own app?
What are Lenses?
Can I use Context Link with ChatGPT AND Claude?
How long does it take to set up?
What about AI hallucinations?
Does Context Link have an 'Ask' feature like Dashworks?
The Bottom Line
Dashworks
Dashworks was a solid AI knowledge assistant that connected 50+ apps and answered workplace questions with citations. It was acquired by HubSpot in April 2025 and shut down as a standalone product in July 2025. If you're a HubSpot customer, some of its technology may appear in Breeze.
Context Link
Context Link gives founders and small teams a virtual version of their business. Connect your sources, observe Lenses on positioning, competitors, customer support pulse, and business activity (kept current by recurring AI deep research), ask from inside the AI you already use, and pick a goal to work through Suggested Actions. Under the hood it works like an AI knowledge base and managed RAG, but the promise is bigger than search: you see what's true right now, what changed, and what needs attention.
Quick Decision Guide
I used Dashworks and need a working replacement fast
Context Link connects in minutes and works from inside the AI you already use
I want a virtual version of my business that AI can ask, observe, and help evolve
Context Link is the right choice
I need enterprise search across 50+ apps with SSO and compliance
Look at Glean or enterprise search platforms. Context Link is built for founders and smaller teams
Give AI a Virtual Version of Your Business
Context
- 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
Context + Lenses
- Living Lenses on positioning, competitors, customer support and more
- Backed by recurring AI deep research and your live-updating context
- Pick a goal in any Lens — AI suggests actions to move your business there
- Lens history shows how your business shifts over time
No credit card required. No IT department needed.
