How do I get AI visibility tasks into Linear as issues?

Connect Finseo to Linear with a personal API key, then open any task on the Finseo Tasks page and choose Export to Linear. Pick the target team and optionally an assignee, and Linear receives an issue whose markdown description contains the evidence from ChatGPT or Perplexity answers and the recommended steps. Rules can automate this for new tasks.

Is there a GEO tool with a Linear integration?

Yes. Finseo is a Generative Engine Optimization (GEO) tool with a native Linear integration built for engineering teams. Finseo measures whether ChatGPT, Perplexity, Gemini, and Claude cite your brand and turns technical gaps such as schema or crawler access into tasks; Linear is where engineers ship them. Paired, GEO work fits into existing cycles.

How do I connect Linear to Finseo?

In Linear, open Settings, then Security and access, click New API key under Personal API keys, and copy the key starting with lin_api_. In Finseo, open Integrations, then Linear, click Connect, paste the key, and save. Setup takes a few minutes; OAuth tokens from Linear apps are not supported, only personal keys.

What data does Finseo send to Linear?

Finseo sends data one way, from Finseo to Linear: an issue with a full markdown description containing the recommendation, the evidence that triggered it (for example prompts on ChatGPT or Perplexity where a competitor is cited, or a crawler that cannot fetch a page), the affected URLs, step-by-step instructions, and the chosen assignee. Nothing syncs back.

Is the Linear integration included in every Finseo plan?

Yes. The Linear integration and the automation rules are included on every Finseo plan with no per-integration fees. On the Linear side you only need an account with permission to create issues in the target team, which the free Linear plan already provides, plus a personal API key from Settings, then Security and access.

Can engineering teams get technical GEO fixes as Linear issues automatically?

Yes. In Finseo, create an automation rule under Tasks, then Automation for Technical tasks above a minimum impact, select Linear, pick the engineering team, and optionally a default assignee. Structured data, crawlability for GPTBot and ClaudeBot, rendering, and page speed tasks then arrive in Linear as well-specified issues with the affected URLs and JSON-LD instructions.

Why does Linear alone not show AI search visibility?

Linear tracks issues but has no view into how ChatGPT, Perplexity, Gemini, or Google AI Overviews answer questions about your product. Finseo monitors those AI answers, detects gaps such as missing citations or blocked AI crawlers, and generates Generative Engine Optimization (GEO) tasks. The Linear integration turns them into issues engineers can pick up immediately.

Can I route Content and Technical tasks to different Linear teams?

Yes. Finseo automation rules can be created per category, so Technical tasks go to the engineering team in Linear and Content tasks to the growth team, each with its own default assignee. Finseo loads the teams your Linear user belongs to; if a team is missing, join it in Linear and reopen the picker.

What are AEO tasks, and how do they get into Linear?

AEO tasks are concrete fixes that help your brand get named and cited in AI answers, for example adding an FAQ section, fixing a robots.txt rule or getting listed on a source the engines cite. Finseo creates them from your tracking data with evidence and recommended steps, and exports them to Linear with one click or an automation rule.

Linear AI Visibility Integration

Create Linear issues from Finseo visibility tasks with full markdown descriptions, built for engineering teams that ship the technical fixes behind ChatGPT, Perplexity, Claude, and Gemini citations.

Connect Linear Linear docs

Finseo task · Technical

High

Unblock the AI crawlers your robots.txt locks out

Export to

LinearWeb

Task exportedAlready created there · WEB-142

Finseo task · Technical

High

Unblock the AI crawlers your robots.txt locks out

Export to

LinearWeb

Task exportedAlready created there · WEB-142

Finseo tasks · into Linear

Unblock the AI crawlers your robots.txt locks out

Technical · exported to Linear

Built by: Finseo
Category: Project Management
Connection: API Token
Resources: Website Docs

Overview

AEO tasks, shipped in Linear.

Finseo turns gaps in AI answers into AEO tasks with evidence and steps, and Linear is where your team ships them. Finseo connects to Linear with a personal API key.

Technical GEO backlog

Route Technical tasks such as structured data, crawlability for GPTBot and ClaudeBot, rendering, or page speed into the engineering team as ready-to-pick issues.

Schema and structured data sprints

FAQ, HowTo, Product, and Organization schema tasks land as Linear issues with the affected URLs and the JSON-LD instructions in the description.

Crawler access fixes

When Finseo detects AI crawlers being blocked or pages not being fetched, the resulting task becomes a Linear issue for the platform team with the evidence attached.

Impact-gated automation

Create a rule for Technical tasks above a minimum impact. Only issues worth engineering time reach Linear, while smaller items stay in Finseo for triage.

Product-led content changes

Teams that manage marketing pages in code export Content tasks as Linear issues, so copy and section rewrites go through the normal review and deploy flow.

Examples

How teams use Linear with Finseo.

Four examples of what happens in Finseo once Linear is connected, shown with the fields and labels from the app.

01 Example A

One click from gap to issue

Every Finseo task can be exported to Linear with its recommendation, evidence and steps, into the team you pick.

Export to Linear

TeamWeb

AssigneeAnna Weber

LanguageDeutsch

Export

02 Example B

What lands there

The issue arrives with title, description, evidence and numbered steps, written in Linear's own format.

New issue in Linear

Get Nordlauf listed on runnersworld.com

Evidence: cited in 14 of 40 answers on running shoes, Nordlauf not listed.

Steps: 1. Find the editor · 2. Send test pair · 3. Pitch the review

Created by Finseo AI Visibility Tasks

03 Example C

Automation rules

Rules run on every new task: match by category and minimum impact, then assign it and create it in Linear automatically.

PM Sync & Automation

WhenTechnicalimpact ≥ 8

Thencreate in Linear

assigned to Anna, in Deutsch

3 tasks sent this week

04 Example D

In your team's language

Pick one of 19 languages on export. Agencies send German or French issues to clients while working in English.

Export language

ENPublish an llms.txt file

DEEine llms.txt-Datei veröffentlichen

FRPublier un fichier llms.txt

Export to Linear

TeamWeb

AssigneeAnna Weber

LanguageDeutsch

Export

Workflow examples

What lands in Linear.

Finseo turns AI visibility gaps into concrete tasks. Ask for them in the Finseo agent or pick them on the Tasks page, then export to Linear with one click or an automation rule.

You ask Finseo

Create a Linear issue for this task in the Web Platform team

Result

Linear issue with markdown description, evidence, and recommended steps

You ask Finseo

Auto-export all high-impact Technical tasks to Engineering

Result

Automation rule creates a Linear issue for every new matching task

You ask Finseo

Send the Product schema task to Linear and assign it to Jonas

Result

Linear issue with affected URLs and JSON-LD steps, assigned to Jonas

Comparison

Linear alone vs Linear with Finseo.

How using Linear on its own compares to pairing it with Finseo for AI visibility and attribution.

Issue creation

Linear alone

Marketing writes a ticket by hand

Linear + Finseo

One click export with markdown description

New tasks

Linear alone

Manual triage of the Tasks page

Linear + Finseo

Automation rules by category and impact

Assignment

Linear alone

Assigned later in Linear

Linear + Finseo

Linear assignee chosen from Finseo

Context for engineers

Linear alone

Vague request

Linear + Finseo

Evidence, affected URLs, and steps

Setup

Linear alone

Custom GraphQL scripts

Linear + Finseo

Personal API key, no code

Feature	Linear alone	Linear + Finseo
Issue creation	Marketing writes a ticket by hand	One click export with markdown description
New tasks	Manual triage of the Tasks page	Automation rules by category and impact
Assignment	Assigned later in Linear	Linear assignee chosen from Finseo
Context for engineers	Vague request	Evidence, affected URLs, and steps
Setup	Custom GraphQL scripts	Personal API key, no code

How it connects

How the Linear AI visibility integration works.

Why it matters

Why Linear customers need AI visibility tracking.

Linear is the issue tracker of choice for many product and engineering teams, and much of Generative Engine Optimization (GEO) is engineering work: structured data, crawler access for GPTBot and PerplexityBot, server rendering, internal linking, page speed.

Connect Linear

Exported to Linear

Auto

12 tasks

Publish an llms.txt fileTechnical

Get Nordlauf listed on runnersworld.comDigital PR

Build the answer page for “wide feet”Content

Rule · impact ≥ 8Deutsch

Technical tasks

Content tasks

Digital PR tasks

Visibility tasks

Reputation tasks

Competitors tasks

Exported to Linear

Auto

12 tasks

Publish an llms.txt fileTechnical

Get Nordlauf listed on runnersworld.comDigital PR

Build the answer page for “wide feet”Content

Rule · impact ≥ 8Deutsch

How to connect

Connect Linear to Finseo.

In 5 steps, no code required.

Connect Linear

Step 01
Create a Linear API key
In Linear, open Settings, then Security and access. Under Personal API keys click New API key, name it, and copy the key that starts with lin_api_.
Step 02
Connect in Finseo
Open Integrations, then Linear, then Connect. Paste the key and save.
Step 03
Export a task as an issue
On the Tasks page, open any task and choose Export to Linear. Pick the target team and optionally a Linear assignee.
Step 04
Create an automation rule
Under Tasks, then Automation, add a rule filtered by category and minimum impact, enable Create in PM tool, then Linear, and pick the team.
Step 05
Route by category
Use separate rules per category, for example Technical tasks to the engineering team and Content tasks to the growth team, each with its own default assignee.

FAQ

Linear and AI search visibility.

Finseo offers a native Linear integration that turns Answer Engine Optimization (AEO) tasks from the Finseo Tasks page into Linear issues with full markdown descriptions, including evidence and recommended steps. The tasks are generated from how ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Microsoft Copilot answer your prompts, and automation rules can create issues automatically.