Linked API vs Expandi (2026): Features, Pricing, and Safety Compared
Linked API vs Expandi is a choice between two shapes of LinkedIn automation. Linked API is a programmable LinkedIn automation API with safety built into the execution layer: you compose workflows from primitives and run them from your own code or an AI agent, and every action runs in a dedicated cloud browser per account, at a human pace, within limits the platform enforces. Expandi is a no-code LinkedIn outreach tool that emphasizes managed safety features – an automatic warm-up ramp and vendor-tuned daily limits – with conditional campaign sequences you assemble in a visual builder.
The short version. Both automate your own account from the cloud, and both are built with account safety in mind – they take different approaches. Linked API builds safety into how every action runs: a dedicated cloud browser that behaves like a person, per-action limits the platform enforces, and never stores your LinkedIn password. Expandi layers managed safety features onto a credential-based model – you enter your LinkedIn password for Expandi to obtain your session, with an automatic warm-up that ramps a new account from 5 to 21 actions a day and daily limits from vendor-defined presets. Beyond safety, Linked API is built for two jobs – embed LinkedIn automation into your own product through 55+ composable actions, or run it out of the box via an AI agent. Expandi fits agencies and sales teams who want a no-code campaign builder. Pick by the job, not the brand.
Pick in 10 seconds
Choose Linked API if…
- You need a real developer surface: a REST API, Node/Python SDKs, and a shell CLI to compose 55+ actions – search, fetch, connect, message, react, post – into your own product. Expandi's Open API schedules actions inside its own campaign and account model, not primitives you compose.
- You want automation working out of the box without building it: hand a ready-made skill to an AI agent that runs the workflows for you.
- You want safety built into the execution: a dedicated cloud browser that behaves like a person, per-action limits the platform enforces, and no LinkedIn password stored.
Choose Expandi if…
- You want safety handled hands-off with no setup: an automatic warm-up that ramps a new account for you and vendor-tuned daily limits, with nothing to configure.
- You want a no-code campaign builder: behaviour-based sequences combining "10 different actions and 10 conditions", A/B testing, a smart inbox, and multichannel LinkedIn, InMail, and email.
- You run an agency: centralized multi-account management, client reporting, roles, and a white-label option.
Linked API vs Expandi at a glance
| Linked API | Expandi | |
|---|---|---|
| What it is | Programmable LinkedIn automation API with built-in safety | No-code LinkedIn outreach tool with managed safety features |
| Model | Compose 55+ actions into any workflow – from your code or an AI agent | Assemble behaviour-based campaign sequences in a visual builder |
| Developer surface | REST API, Node/Python SDKs, shell CLI, MCP server, agent skills | Open API (Swagger) that schedules actions per connected account, plus webhooks, Zapier and native CRM integrations; MCP in waitlisted beta |
| Channels | LinkedIn, including Sales Navigator | LinkedIn, InMail, and email |
| Account connection | Your own personal cloud browser – Linked API never stores your password | You enter your LinkedIn password; Expandi uses it to obtain your session |
| Safety model | Dedicated cloud browser behaving like a person; per-action limits you configure and the platform enforces | Automatic warm-up ramp; daily limits from vendor-defined "Safe Presets" |
| Entry price | From $49/mo per seat, billed annually ($69 month-to-month) | Business $79/account/mo billed annually ($99 month-to-month), per Expandi's pricing page |
| Free trial | 7 days | 7 days |
| Best for | Building automation into a product or AI-agent workflow | No-code outreach and agency campaign management |
Does Expandi have an API?
Yes. Expandi documents an Open API in a Swagger specification linked from its help center, and its endpoints schedule real LinkedIn actions on one of your connected accounts: a connection request, a message, an InMail, a profile visit, a comment, a post like, or a scheduled post – alongside campaign contacts, searches, and reading conversations. Requests authenticate with an API key and secret, and Expandi describes the API as "intended only for users with existing API knowledge" (Expandi's help center).
Three things are worth knowing before you build on it. The specification is the documentation – there is no written guide around it. An older help-center article still says "reversed webhook actions are the closest to the publicly available API we have", the sentence many comparisons quote when they say Expandi has no API. And its pricing page does not say which plans include the API. Separately, Expandi's MCP server is in private beta behind a waitlist, and it works on drafts: "Replies are drafted and campaigns are built as drafts. You review and launch" (Expandi's MCP page).
A programmable API or a no-code outreach tool?
This is the distinction that decides the choice. Linked API gives you primitives – search, fetch profiles and companies, connect, message, react, comment, post – and you compose them into whatever logic you want, in your own code or through an AI agent. You reach the engine two ways, both first-class: build it into your product through the REST API, SDKs, and CLI, or hand a ready-made agent skill to an AI agent that composes and runs the same workflows from a plain-language ask.
Expandi is a no-code outreach tool. Its sequence builder combines "10 different actions and 10 conditions in one sequence based on your prospects' behavior" (Expandi's site), with A/B testing, a unified inbox, personalization, and multichannel LinkedIn, InMail, and email. It is also programmable from the outside, through the Open API covered above.
So the difference is not whether you can drive it from code – it is what you drive. Expandi's endpoints schedule actions into its own campaign and account model, on an account you connected by entering your LinkedIn password, which Expandi uses to obtain your session cookies. Linked API's surface is the LinkedIn action itself – search, fetch, connect, message, react, comment, post – composed by your code or an AI agent with no campaign object in between, and run in a dedicated cloud browser that behaves like a person. Linked API never stores your password. The same line runs through the agent route: Expandi's MCP beta prepares replies and campaigns as drafts for you to launch, while an AI agent on Linked API runs the LinkedIn actions themselves. If your logic fits a campaign, Expandi's API reaches it; if it needs to branch on data a campaign does not model, or live inside your own product, that is the gap an API of composable actions closes.
How does each keep an account safe?
Both products automate your own LinkedIn account from the cloud, both are unofficial, and both are built with account safety in mind – Linked API builds it into how every action runs, and Expandi markets it heavily ("account safety is why Expandi was built", Expandi's site). Neither claims zero ban risk, and neither should. They take different approaches.
Linked API builds safety into the execution layer. Each seat is a dedicated cloud browser matched to your device, where LinkedIn's own pages load and every action behaves like a person – real clicks, human pauses, a simple visit-and-like taking around 20 seconds by design – and workflows execute sequentially at human pace. Linked API never stores your LinkedIn password, and you configure per-action limits that the platform enforces, returning a limitExceeded error before any action crosses the line; our limits guide covers sensible values, including ramping a new account conservatively.
Expandi takes a managed-features approach layered on a credential-based model. To connect, you enter your LinkedIn password, which Expandi uses to obtain your session; from there it adds "random delays… so that your automation mimics human behavior" and runs an automatic warm-up that ramps a new account gradually – "a default limit that starts at 5 actions per day" that increases "by 3 actions" "every two days" to "a maximum of 21 actions per day over the course of the warm-up period" (Expandi's help center). Daily volumes stay inside randomized ranges from "Safe Presets… defined by our team" to keep activity at "low-risk levels". The automatic warm-up is a convenience Linked API does not package as a named feature – if you want the ramp handled for you, that is a point in Expandi's favor. The counterweight: Expandi's model asks for your LinkedIn password and lets its team define the safe numbers, where Linked API takes no password and lets you set and enforce your own.
Neither model removes the underlying risk any real-account automation carries – on either tool, conservative limits and human-like pacing are what keep an account healthy.
How does Linked API pricing compare with Expandi?
| Plan | Price | Notes |
|---|---|---|
| Linked API – Core | $49/mo per seat billed annually; $69 month-to-month | Full API, SDKs, and CLI; unlimited workflow execution within the limits you configure |
| Expandi – Business | $79/account/mo billed annually; $99 month-to-month | Cloud-based outreach, warm-up, unlimited campaigns |
| Expandi – Agency | Custom (10+ seats) | Centralized management, client reporting, white-label |
Linked API bills a flat per-seat subscription; Expandi bills per LinkedIn account/seat, with the prices above as displayed on its pricing page (annual billing gives two months free). Both offer a 7-day free trial; on Linked API there is no cap on workflow runs while you evaluate it.
The units carry different things. A Linked API seat is one LinkedIn account driven by a full API, SDKs, and CLI, with no metering on how much you run. An Expandi seat is one account in a no-code campaign tool; at $79/account/mo annual it sits above Linked API's $49 Core, and some personalization – dynamic images and GIFs – runs through a separate paid Hyperise subscription rather than the base plan. The seat prices are in the same range; what each seat carries – a developer surface of composable actions, or a managed no-code campaign tool with an API into its campaigns – is the substantive difference.
Frequently Asked Questions (FAQ)
Not as a named auto-warm-up feature, and that is a real difference to weigh. Linked API gives you per-action limits you configure and the platform enforces, so you ramp a freshly connected account by starting conservative and raising the limits over the first weeks yourself – our limits guide covers sensible starting values. Expandi instead automates that ramp with a built-in warm-up that starts small and climbs gradually on its own. If a hands-off warm-up matters most, that is a point for Expandi; if you would rather set the pace, Linked API's configurable limits reach the same gradual ramp manually.
Both are built for safety and neither eliminates risk. Linked API's is structural: your account runs in a dedicated cloud browser that behaves like a person, Linked API never stores your LinkedIn password, and the platform enforces the per-action limits you configure. Expandi layers managed features – an automatic warm-up and daily limits from vendor-defined "Safe Presets" – onto a model where you enter your LinkedIn password for it to obtain your session, and its team defines the numbers. Both can keep an account healthy; the difference is a transparent, password-free execution model where you hold the controls versus a managed one where more is delegated to the vendor.
Yes – the campaign is rebuilt as a Linked API workflow, and your lead data comes with it. Each campaign step maps to a Linked API action – a connection request with a note, a follow-up message – chained with then and iterated with doFor; export your leads from Expandi and feed the LinkedIn URLs in as parameters. The account connects into its own personal cloud browser, and because Linked API lets you set conservative per-action limits, you can ramp a freshly connected account gradually rather than switching it to full volume at once. Piloting one account while Expandi runs the rest is the low-risk path.
Automating LinkedIn for your team, product, or AI agent? Start with Linked API – flat per-seat pricing from $49/mo, billed annually, with a 7-day free trial – and use it both ways: build it into your product with the REST API and Node/Python SDKs and the shell CLI, or get automations out of the box through the MCP server, the AI-agent-friendly CLI (Claude Code, Cursor, Codex), and ready-made agent skills (npx @linkedapi/skills).
Facts verified July 24, 2026 – Expandi prices, quotes, and feature coverage checked against its live pricing page, product pages, and help center on that date; its Open API and MCP beta re-checked against Expandi's live API specification, help center, and MCP page on September 17, 2026.