
DiscoverOrg
Clearbit
InsideView
Lusha
Datanyze
UpLead
LinkedIn Sales Navigator
The universal AI agent for work.

Which is more popular?
Based on our record, DEV.to seems to be more popular. It has been mentioned 684 times since March 2021.
Website, pricing, platforms and company facts side by side.
|
|
|
|
|---|---|---|
| Website | adapt.com | dev.to |
| Pricing | — | |
| Platforms | — | |
| Company | Startup from the United States · 10 - 19 employees · 2026 | Startup from the United States |
| Listed in |
In their own words, as submitted to SaaSHub.


Adapt is the universal AI agent that runs on your company brain. Gets instant answers for complex questions, automate workflows on-demand, schedule tasks, and build internal apps with full context of your business. Set it up once and everyone can use it on Slack, web, or mobile.
No description of DEV.to yet.
What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.


No analysis of Adapt yet.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
Adapt explainer video
Ben Halpern founder of Dev.To & The Practical Dev
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Adapt and DEV.to.
Adapt's answer
Adapt publicly lists or features the following customers and customer examples:
Adapt's answer
Adapt is different because it is built as a shared AI agent for company work, not a private chatbot or single-purpose automation bot.
Teams can ask natural-language questions across connected business systems, get cited answers grounded in live company data, and then take action from the same workflow. Adapt works in Slack and the web app, can automate recurring workflows and scheduled tasks, and can build internal apps and dashboards from live company data.
The strongest difference is the shared-work model: a Slack thread can become an investigation, a report, a workflow, or an internal tool that the team can see, refine, and keep using together.
Adapt's answer
Choose Adapt when the work you want AI to handle crosses multiple tools, teams, and data sources.
Many AI assistants are either personal chatbots, search tools, or single-app automations. Adapt is designed for shared business workflows: it can gather context from connected systems, reason over the information, provide evidence-backed answers, and take action such as posting to Slack, creating reports, updating records, or triggering workflows.
Adapt is especially useful for teams that already work in Slack and need AI to operate with company context. It also includes business-grade controls such as organization-level access controls, audit logging, encryption in transit and at rest, and SOC 2 Type I certification.
Adapt's answer
Adapt is built for business teams at startups and scaling companies whose work spans multiple systems: data warehouses, CRMs, support tools, billing platforms, project management systems, Slack, and internal docs.
The primary audience includes leadership, operations, sales, marketing, product, engineering, customer support, and data teams. It is a strong fit for teams that need fast answers from company data, recurring reports, cross-system workflows, and internal tools without waiting on data, engineering, or operations teams for every request.
Adapt is especially useful for teams that already collaborate in Slack and want AI to work where decisions and follow-up already happen.
Adapt's answer
Adapt was built around a simple belief: the most valuable work in a company is shared, but most AI tools are still personal and disconnected from the systems where work actually happens.
The product grew from the need for one AI agent that can understand company context, investigate across business tools, and help teams act together. Adapt's public product framework is Ask, Understand, Act: ask in natural language, let Adapt gather context from connected tools, then use the answer to create reports, update systems, automate workflows, or build internal apps.
Adapt also uses its own product internally. In its blog post "How Adapt uses Adapt," the team describes using Adapt across engineering, marketing, sales, leadership, and product workflows, from debugging production issues to competitive intelligence, daily company briefings, and CRM updates.
Adapt's answer
Adapt's public documentation focuses on product architecture and capabilities rather than publishing a full internal engineering stack.
The core technologies and product components described publicly include:
In practical terms, Adapt is built to connect large language models with live company systems, permissions, workflow automation, and collaborative surfaces like Slack.
Share your experience with using Adapt and DEV.to. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Adapt is an open-source HTML5 authoring tool and is designed to let you author a multi-device responsive learning product through their Learning Pool Adapt Builder site. This is how it works. You enter a topic by...
The 'dev.to' forum is a great place for developers to find answers, share their knowledge, and learn from others. It's a place for people to talk about their projects, ask questions, and get feedback.
One of Dev.to’s unique features is its focus on the human side of coding. Developers often share their personal stories, career journeys, and lessons learned, creating a sense of camaraderie within the community. The...
As a mini-blog, it is a nice alternative for Medium to publish and share information about programming. However, the community and the organization are biased toward social justice (and they are open to it). You can...
Recommendations tracked on public social media and blogs since March 2021.


Tracking Adapt since Mar 2021.
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend (https://dev.to). - Source: dev.to / 2 days ago
For most startup freelance work, though, a well-written contract with clear IP terms — like the one in the Startup Freelance Contract Pack — gets you 90% of the protection you need. The remaining 10% is having the confidence to push back... - Source: dev.to / 2 days ago
If you decide to take equity, your freelance contract needs explicit equity compensation terms. The Startup Freelance Contract Pack includes a full equity section that covers:. - Source: dev.to / 2 days ago
When comparing Adapt and DEV.to, you can also consider the following products.

DiscoverOrg is an IT sales intelligence platform providing technology marketers access to data, IT org charts, and real time projects.
Compare DiscoverOrg to Adapt or DEV.to:

WordPress is web software you can use to create a beautiful website or blog. We like to say that WordPress is both free and priceless at the same time.
Compare WordPress to Adapt or DEV.to:


Welcome to Medium, a place to read, write, and interact with the stories that matter most to you.
Compare Medium to Adapt or DEV.to:

InsideView aggregates and curates all the company and contact data, news and social insights, and professional connections you need to do business better.
Compare InsideView to Adapt or DEV.to:
