What does MuleRun do?
MuleRun is an AI agent platform that offloads multi-step digital work to always-on agents. It automates workflows end-to-end, allowing users to assign tasks that run on a dedicated computer 24/7.
Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31
MuleRunmulerun.com
Offload multi-step digital work to always-on agents.
28.6KAI traffic
10.1KBacklinks
Traffic & engagement
Where MuleRun ranks
Traffic and engagement were not measured for this domain. The ranking positions below were.
#45,032Global rank
#7,006Country rank
#976Category rank
Search demand
What people search before they reach MuleRun.
Search economics, brand dependence and ranking depth expose whether demand is portable or tied to the brand.
Organic vs paid search
Brand vs non-brand
Ranking depth
982Top 1–3 · 44.4%
1,229Rank 4–100 · 55.6%
Search traffic · 3-point history
Top keywords
| # | Keyword | Clicks | Organic | Paid | Share |
|---|---|---|---|---|---|
| 1 | manus ai | 18.6K | 310 | 18.3K | 10.94% |
| 2 | claude ai | 9.6K | 180 | 9.4K | 5.62% |
| 3 | lovable | 5K | 40 | 5K | 2.94% |
| 4 | manus.ia | 4.8K | 70 | 4.7K | 2.83% |
| 5 | kling ai | 3.6K | 30 | 3.6K | 2.13% |
AI referral visibility
Which AI assistants are already sending MuleRun traffic?
AI referrals are still a minority channel, but they show which assistants and pages are becoming discovery surfaces.
28.6KTotal AI traffic
0.6%Share of all traffic
859ChatGPT traffic
3.0%ChatGPT share
AI platform mix · 2026-02-01 → 2026-07-31
AI discovery readout
The identifiable AI mix includes ChatGPT, Qwen, Claude, Gemini, while the source groups 96.6% into “Others”.
ChatGPT alone supplies 3.0% of measured AI referrals, ahead of Qwen at 0.4%. Most of it lands on mulerun.com.
AI referral landing pages · all 5 stored rows
| # | Page / folder | Traffic | Share |
|---|---|---|---|
| 1 | other | 27.6K | 96.59% |
| 2 | mulerun.com | 832 | 2.91% |
| 3 | blog.mulerun.com/p/mathematics-in-games-6-interactive-math-games-built-with-ai | 104 | 0.36% |
| 4 | mulerun.com/features | — | 0.12% |
| 5 | mulerun.com/share/14198445-4d25-47ae-b187-d90760723fcd | — | 0.02% |
Product profile
What MuleRun is selling.
Traffic makes more sense when you can connect it to the actual product promise.
“MuleRun”
Offload multi-step digital work to always-on agents.
Workflow AutomationSeen 2026-08-19 → 2026-08-19Coverage tier C
What we have measured
4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.
Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.
Canonical website: https://mulerun.com
Observed across 1 discovery source.
Research questions
What the evidence answers about MuleRun.
Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.
What problem does MuleRun solve?
MuleRun solves the problem of losing work when a chat window is closed, as most AI tools are chat-based. It provides a dedicated, always-on computer for agents, ensuring workflows can be assigned and completed without manual supervision.
What are some use cases for MuleRun?
MuleRun supports use cases such as creating branded PowerPoint presentations, analyzing US stocks to produce analytical reports, generating short animated videos, researching news and compiling reports, and writing documents.
What features or capabilities does MuleRun offer?
MuleRun offers features including proactive workflow automation with monitoring, alerts, and actions. It also has a self-evolving AI workforce that collectively gets smarter from completed workflows, drawing from a living knowledge network.
How does MuleRank rank in its category for search traffic?
MuleRun holds the 976th rank for search traffic in the Workflow Automation category, which includes 1,248 products. This places it within the top third of products in its category for this metric.
What are the top search keywords that drive traffic to MuleRun?
The top search keywords driving traffic to MuleRun are 'manus ai', 'claude ai', 'lovable', 'manus.ia', and 'kling ai', with 'manus ai' generating the most clicks at 18,590. This data covers the period from May to July 2026.
How has MuleRun's search traffic changed over the measured period?
MuleRun's search traffic peaked at 196,905 visits in June 2026, after starting at 76,730 in May 2026, and then decreased to 140,719 in July 2026. This indicates significant growth followed by a decline within the three-month period.
How much referral traffic does MuleRun get from AI assistants, and which ones are the top sources?
MuleRun receives a total of 28,621 visits from AI assistants, with 96.6% coming from 'Others' and 3.0% from ChatGPT. This data is measured from February to July 2026.
What is the breakdown of search traffic sources for MuleRun?
MuleRun's search traffic is composed of 47.1% organic search and 52.9% paid search. The branded share is 27.3% and the non-branded share is 72.7%, as measured from May to July 2026.
What is the link authority and backlink profile of MuleRun?
MuleRun has a domain authority of 31, with 585 referring domains and 10,064 total backlinks. This profile was measured on August 24, 2026.
Who is MuleRun for?
MuleRun is for business teams looking to automate multi-step digital workflows. The platform draws from solutions built by thousands of business teams, indicating its target audience.
What is MuleRun?
MuleRun is an AI agent platform that offloads multi-step digital work to always-on agents, categorized under Workflow Automation.
Behind the lock
Unlock full MuleRun intelligence.
- Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
- AI referral detailHow much traffic assistants send, which 5 of them do it, and the 5 pages they land on.
- Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
- The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.
Worldwide estimates · Data period 2026-05-01 → 2026-07-31 · AI referral period 2026-02-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured