Upwork Automation Market: Platform & Application Comparison
June 2026 Analysis
Report Date: July 2026 Data Period: June 2025 baseline; platform-set series July 2025 – June 2026 (12 months) Total Jobs Analyzed (platform set, June 2026): 1,795
Executive Summary
June 2026 is the second month on the current measurement basis, and the first that gives us a like-for-like read on it. The platform set — jobs naming Zapier, n8n, or Make.com — held at 1,795 jobs, essentially flat against May's 1,730. Absolute counts are not comparable across the May-2026 measurement change, so the honest signal here is not volume; it's the rate, the platform mix, and the AI picture, all of which are capture-independent. On those, June looks calm.
The through-line stories are trend lines, not turning points: the median hourly rate held at $35/hr, where it has sat in 11 of the last 12 months. The mean drifted to $41.83/hr (from May's $42.20), still inside the narrow $38–43 band the series has occupied all year — not a floor, not a re-basing, just the mean wobbling on a handful of high postings. GoHighLevel remained the dominant single application at 483 jobs, holding its May level (476) and staying the most durable specialization in the dataset. The three major platforms held their standing structure: Zapier the volume leader (972), n8n the technical-depth option (815), Make.com the weakest (593).
On contract type, fixed-price work was 40.1% of jobs (720 of 1,795 jobs with a contract type), down slightly from May's 42.9% but consistent with the year's slow, real drift toward defined-deliverable engagements. And the AI picture — tracked here for a second month — continues to dominate: within the platform set, OpenAI/GPT (469) and Claude/Anthropic (464) each appear in roughly a quarter of jobs, with AI Agents (326) and RAG (266) both material.
Key June Insight: The calm story is the story. Median pay is flat, the platform mix is stable, and the only genuinely accelerating signal is AI. Do not read the flat-to-May counts as a market event — they're a measurement basis, not a trend. What's worth acting on is the standing structure: a $35 median, a slow shift to fixed-price, durable CRM demand, and AI now in the majority of automation work.
Platform Comparison: Twelve-Month Evolution
Major Automation Platforms
Note on counts: The May-2026 measurement change means absolute counts before and after that boundary are not on the same basis. The pre-May columns are shown for continuity only; the comparable read is May 2026 → June 2026 and the platform share mix.
| Platform | Jul'25 | Aug | Sep | Oct | Nov | Dec | Jan'26 | Feb | Mar | Apr | May | Jun | May→Jun MoM |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Zapier | 2,796 | 2,663 | 2,233 | 2,132 | 1,662 | 1,753 | 1,767 | 1,721 | 1,827 | 1,785 | 1,021 | 972 | 📉 -4.8% |
| n8n | 1,984 | 2,155 | 2,099 | 2,024 | 1,729 | 1,663 | 1,535 | 1,403 | 1,465 | 1,252 | 805 | 815 | 🟢 +1.2% |
| Make.com | 1,429 | 1,174 | 967 | 1,027 | 811 | 751 | 725 | 743 | 806 | 781 | 638 | 593 | 📉 -7.1% |
| Power Automate | 28 | 47 | 33 | 42 | 20 | 28 | 37 | 22 | 29 | 30 | 20 | 18 | 📉 -10.0% |
Status Indicators:
- 🚀 Strong Growth (>10%)
- 🟢 Stable/Growth (0-10%)
- 🟡 Slight Decline (0-5%)
- 📉 Declining (>5%)
- 💥 Collapse (>20% since June 2025 baseline, sustained)
Platform Analysis
Zapier (Volume Leader)
- Current: 972 jobs (40.7% of platform mentions)
- Trend: -4.8% MoM vs May — a one-month move on the current basis, not a signal
- Assessment: Zapier remains the volume leader on the current basis, as it has been for essentially the entire series. The month-over-month wobble is noise; the standing structure is unchanged.
- Recommendation: Primary platform for breadth; the volume cushion is real, but specialization matters more than platform choice.
n8n (Technical-Depth Option)
- Current: 815 jobs (34.1% of platform mentions)
- Trend: +1.2% MoM, effectively flat against May's 805
- Assessment: n8n is the technical-depth option, not a "uniquely resilient" platform — that thesis was a baseline artifact. Over the full series all three platforms declined roughly the same from their peaks.
- Recommendation: Choose n8n for self-hosted and custom-development work where technical depth commands a premium; pair with a CRM or AI specialty.
Make.com (Weakest of the Three)
- Current: 593 jobs (24.8% of platform mentions)
- Trend: -7.1% MoM vs May
- Assessment: Make.com remains the smallest and weakest of the three, with the deepest decline from peak. This is standing structure, not this month's news.
- Recommendation: Secondary platform; do not over-allocate to it as a primary specialization.
Power Automate (Niche)
- Current: 18 jobs
- Trend: -10.0% MoM on tiny numbers
- Assessment: Too small to read month-to-month; a niche enterprise tool throughout the series.
- Recommendation: Microsoft enterprise ecosystem only.
Application Ecosystem: June 2026
Top 15 Applications by Job Volume
Note on counts: Same measurement-basis caveat applies — the comparable read is May → June. Pre-May columns are for continuity.
| Application | Jul'25 | Aug | Sep | Oct | Nov | Dec | Jan'26 | Feb | Mar | Apr | May | Jun | May→Jun MoM | Status |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GoHighLevel | 682 | 647 | 662 | 659 | 579 | 562 | 645 | 585 | 693 | 687 | 476 | 483 | 🟢 +1.5% | Dominant application |
| Airtable | 916 | 731 | 604 | 611 | 505 | 492 | 467 | 424 | 435 | 447 | 308 | 266 | 📉 -13.6% | Continued softening |
| Google Sheets | 984 | 815 | 719 | 726 | 597 | 552 | 537 | 495 | 526 | 532 | 313 | 261 | 📉 -16.6% | Continued softening |
| HubSpot | 412 | 490 | 450 | 447 | 346 | 333 | 350 | 349 | 375 | 378 | 205 | 243 | 🚀 +18.5% | Rebound MoM |
| Excel | 602 | 626 | 549 | 568 | 403 | 382 | 316 | 280 | 251 | 235 | 108 | 171 | 🚀 +58.3% | Small-number bounce |
| Slack | 625 | 519 | 460 | 461 | 354 | 321 | 307 | 316 | 336 | 323 | 218 | 157 | 📉 -28.0% | Pullback |
| Notion | 592 | 483 | 325 | 414 | 321 | 341 | 273 | 243 | 229 | 230 | 157 | 111 | 📉 -29.3% | Pullback |
| ClickUp | 251 | 199 | 166 | 182 | 135 | 169 | 146 | 134 | 112 | 103 | 58 | 81 | 🚀 +39.7% | Small-number bounce |
| QuickBooks | 108 | 123 | 93 | 95 | 79 | 64 | 77 | 73 | 94 | 95 | 47 | 70 | 🚀 +48.9% | Small-number bounce |
| Zoho | 175 | 163 | 124 | 141 | 128 | 122 | 82 | 120 | 101 | 119 | 41 | 66 | 🚀 +61.0% | Small-number bounce |
| Salesforce | 110 | 146 | 149 | 106 | 81 | 96 | 88 | 110 | 88 | 102 | 57 | 64 | 🚀 +12.3% | Small-number rise |
| Monday.com | 141 | 125 | 98 | 97 | 101 | 90 | 102 | 101 | 104 | 111 | 60 | 49 | 📉 -18.3% | Pullback |
| Asana | 92 | 100 | 93 | 97 | 67 | 71 | 64 | 65 | 49 | 72 | 27 | 24 | 📉 -11.1% | Small-number decline |
| Xero | 60 | 58 | 43 | 51 | 40 | 34 | 30 | 37 | 43 | 42 | 17 | 20 | 🚀 +17.6% | Small-number rise |
| Trello | 94 | 78 | 75 | 55 | 48 | 47 | 26 | 24 | 31 | 41 | 11 | 17 | 🚀 +54.5% | Near-extinct, tiny numbers |
Read the small-number moves with caution. Several of the largest MoM percentages (Zoho +61%, Excel +58%, Trello +55%, QuickBooks +49%, ClickUp +40%) sit on double-digit or low-double-digit counts, where a handful of postings swings the percentage hard. Treat these as noise until a second month confirms direction.
CRM Platform Deep Dive
Dedicated CRM Systems
| CRM | May 2026 | June 2026 | May→Jun | Market Assessment |
|---|---|---|---|---|
| GoHighLevel | 476 | 483 | +1.5% | Dominant CRM, holding its level |
| HubSpot | 205 | 243 | +18.5% | Rebound MoM, second-largest CRM |
| Zoho | 41 | 66 | +61.0% | Small-number bounce, volatile all year |
| Salesforce | 57 | 64 | +12.3% | Small-number rise |
Key Insight: GoHighLevel remains the standout. It held near its level (+1.5% MoM) and has been the most durable single application in the entire dataset. HubSpot's +18.5% is a real rebound but sits on counts small enough that one month doesn't confirm a trend — HubSpot has been steady, not surging, across the year. The Zoho and Salesforce moves are the kind of small-number CRM "rotation" that reads as drama but is mostly noise; pick a CRM and go deep rather than chasing last month's arrow. GoHighLevel-for-agencies is the best-supported specialization call here.
Generic "CRM" Mentions
| Month | Mentions | Change |
|---|---|---|
| May 2026 | 817 | Current-basis baseline |
| June 2026 | 808 | -1.1% MoM |
Generic CRM mentions held essentially flat at 808 (-1.1% MoM). CRM demand as a category is stable on the current basis — it moved less than the platform set overall, consistent with CRM being the most durable sub-category across the year.
Alternative CRM Solutions
| Application | May 2026 | June 2026 | May→Jun | Assessment |
|---|---|---|---|---|
| Airtable | 308 | 266 | -13.6% | Continued softening |
| Notion | 157 | 111 | -29.3% | Pullback |
| ClickUp | 58 | 81 | +39.7% | Small-number bounce |
| Monday.com | 60 | 49 | -18.3% | Pullback |
Combined Alternative CRMs: 507 jobs (June) vs 583 jobs (May) = -13.0%
Insight: On the current basis, the alternative-CRM category softened month-over-month while dedicated CRMs held or grew. That is consistent with the year-long pattern: dedicated CRM demand — especially GoHighLevel — is more durable than the project-management-tool-as-CRM alternatives. ClickUp's bounce is a small-number move; don't read it as a category reversal.
AI Tier: June 2026
This is the second month AI keywords have been tracked, so this is a level read, not a trend. Two populations matter and must be kept separate:
- Platform set — jobs in this report's canonical dataset (jobs naming Zapier/n8n/Make.com, 1,795 jobs). Shows AI adoption within platform automation work.
- Broad automation set — a wider net of automation jobs (3,756 jobs) used only for the AI picture.
| AI Category | Platform set (of 1,795) | Broad set (of 3,756) |
|---|---|---|
| OpenAI/GPT | 469 (26.1%) | 559 (14.9%) |
| Claude/Anthropic | 464 (25.8%) | 651 (17.3%) |
| AI Agents | 326 (18.2%) | 458 (12.2%) |
| RAG | 266 (14.8%) | 403 (10.7%) |
| Voice AI | 192 (10.7%) | 254 (6.8%) |
| Vector DBs | 59 (3.3%) | 63 (1.7%) |
| LangChain/LangGraph | 54 (3.0%) | 60 (1.6%) |
| MCP | 54 (3.0%) | 83 (2.2%) |
| AI Builders | 40 (2.2%) | 43 (1.1%) |
| Embeddings | 12 (0.7%) | 15 (0.4%) |
Key Insight: AI is concentrated in the platform set. Within platform-automation work, OpenAI/GPT (26.1%) and Claude/Anthropic (25.8%) each appear in roughly a quarter of jobs, and AI Agents (18.2%) and RAG (14.8%) are both material. Across the broader automation market the shares are lower but still substantial — AI is present, not niche. The premium is in building, not mentioning: the highest-rate June postings are agent builds, RAG systems, and Claude/agentic engineering, not generic "add some AI" jobs. Two months is not yet a trend, but the level alone confirms AI is now table stakes for platform automation work rather than a specialty tier.
June Market Dynamics
Volume
Volume Trends (current basis):
- May 2026: 1,730 jobs
- June 2026: 1,795 jobs (+3.8% MoM)
Assessment: Volume was essentially flat month-over-month on the current basis. Absolute counts are not comparable across the May-2026 measurement change — the current platform-set counts sit well below the pre-May figures because the scrape captures a somewhat narrower slice, not because the market shrank. Do not read the level as a contraction or a new baseline. The comparable, capture-independent signals are the rate and the platform mix, and both were calm this month. Since the clean June 2025 baseline, the broad direction across the full year has been a gradual drift lower in volume — a trend confirmed over many months, distinct from this month's flat print.
Rates
Lead with the median — it's the capture-independent signal.
| Month | Median Rate | Mean Rate |
|---|---|---|
| Dec 2025 | $30.00 | $37.58 |
| Jan 2026 | $35.00 | $40.20 |
| Feb 2026 | $35.00 | $43.27 |
| Mar 2026 | $35.00 | $40.66 |
| Apr 2026 | $35.00 | $39.46 |
| May 2026 | $38.00 | $42.20 |
| June 2026 | $35.00 | $41.83 |
Analysis: The median hourly rate held at $35/hr, where it has sat in 11 of the last 12 months. That is the honest headline: the typical automation job pays $35/hr and has all year. The mean drifted to $41.83/hr (-0.9% from May's $42.20), which keeps it inside the narrow $38–43 band the mean has occupied throughout the series. Do not call this a floor, a re-basing, or a shift — the mean is easily levered by a handful of high postings, and one month of movement is noise. The 25th percentile sits at $20/hr and the 75th at $50/hr, which is the same wide distribution seen all year: a large low-end, a thin high-end, and a $35 median in the middle.
High-paying jobs ($75+): 82 (up from May's 67, but on the current narrower basis; not comparable to the pre-May counts of 139–170). Ultra-premium ($150+): 8 jobs. Max rate: $250/hr. Premium work exists but is scarce — win it with proof, not positioning.
Contract Type
| Month | Fixed-Price Share | Hourly Share |
|---|---|---|
| May 2026 | 42.9% | 57.1% |
| June 2026 | 40.1% | 59.9% |
Assessment: Fixed-price work was 40.1% of jobs in June (720 fixed vs 679 hourly), down slightly from May's 42.9%. The month-to-month wiggle is not the story — the multi-month drift toward fixed-price scoping is. Across the year the fixed-price share has risen steadily from the high-20s to the high-30s/low-40s, and that is a real trend, not noise. Combined with a flat $35 median hourly rate, this is the strongest concrete case for outcome/package pricing: clients are increasingly scoping automation as defined deliverables rather than open-ended hourly engagements.
Strategic Recommendations
Platform Strategy for Q3 2026
1. Zapier: Volume Leader
- 972 jobs, the largest of the three on the current basis
- Recommendation: Primary platform for breadth. Standing structure, not a monthly call.
2. n8n: Technical-Depth Option
- 815 jobs, effectively flat MoM
- Recommendation: Choose for self-hosted/custom work; pair with a CRM or AI specialty. Do not treat as "uniquely resilient" — all three platforms declined similarly from peak.
3. Make.com: Weakest of the Three
- 593 jobs, the smallest and most-declined platform
- Recommendation: Secondary skill, not a primary specialization.
4. Ignore the platform horse-race. Zapier leads on volume, n8n is the depth option, Make is the weakest — pick based on the clients you want, not on last month's growth arrow.
Application Strategy
High-Value Specializations:
-
CRM + Automation Specialist ($75-150/hr)
- GoHighLevel at 483, the dominant single application and the most durable specialization in the dataset
- HubSpot steady as the second-largest CRM; generic CRM demand stable
- This is the single best-supported specialization call.
-
AI Agent / RAG Engineering ($100-250/hr)
- June's top rates are agent builds, RAG systems, and Claude/agentic engineering
- The premium is in building production systems, not mentioning AI
-
Voice AI ($75-150/hr)
- Present in ~11% of platform-set jobs; a coherent emerging niche
-
Accounting Automation ($60-120/hr)
- QuickBooks and Xero present but on small counts; steady rather than surging
Avoid/Deprioritize:
- Generalist platform-only positioning: the market rewards a CRM or AI specialty
- Chasing the small-number app bounces (Zoho, Trello, ClickUp) as if they were trends
- Entry-tier ($20-40/hr) generalist work: it's the market's gravity, not an escape from it
Rate Strategy for Q3 2026
Current Market (current basis):
- Median: $35.00/hr (flat, the honest headline)
- Mean: $41.83/hr (inside the year's $38–43 band)
- 25th/75th percentile: $20 / $50
- High-paying ($75+): 82 jobs; Ultra-premium ($150+): 8 jobs; Max: $250/hr
Positioning:
- Entry: $20-35/hr (the market's gravity; hard to escape without a real specialty)
- Experienced: $50/hr (75th percentile; requires specialization)
- Specialist: $75-130/hr (CRM + platform, or AI build work)
- Premium: $130-250/hr (AI agent architecture, RAG, agentic/Claude engineering)
Key: The typical job pays $35/hr. Escaping that requires a real specialization — CRM depth or production AI-building — not a repositioning statement. And given the steady shift to fixed-price work, quote defined outcomes rather than hourly hand-wringing.
Q3 2026 Outlook
What to Watch (July–September)
- Volume: Read only like-for-like on the current basis; ignore any comparison across the May-2026 measurement change
- Median rate: Expect $35/hr to hold; treat any single-month mean move as noise until a second month confirms
- Contract type: Watch whether the fixed-price share continues its multi-month climb — the real signal for package pricing
- GoHighLevel: The most durable specialization; watch it hold its level as confirmation of agency-CRM demand
- AI tier: A third month will let us start reading direction rather than just level; today AI is table stakes, not a niche
- Platform mix: Zapier leads, n8n is the depth play, Make the weakest — expect standing structure, not a monthly reshuffle
Market Structure (honest read)
What the data actually shows:
- A flat $35 median hourly rate — the typical job hasn't moved all year
- A mean drifting in a narrow $38–43 band, levered by a thin high end
- A slow, real shift toward fixed-price scoping (high-20s → ~40% over the year)
- Durable CRM demand, led by GoHighLevel
- AI in roughly a quarter of platform-automation jobs — the clearest emerging signal
- All three platforms down roughly the same from peak; no horse-race, no uniquely resilient winner
What that means for a consultant: Plan for a flat-pay, specialization-rewarding market. Take the CRM bet (GoHighLevel) or the AI-building bet (agents/RAG), package your work as defined outcomes, and ignore the monthly platform arrows.
Methodology
Data Source: Upwork job data scraped via Apify (platform set: jobs mentioning Zapier, n8n, or Make.com; broad set: wider automation net used only for the AI-tier picture)
Analysis Method: Keyword search in job titles and descriptions (substring/word-boundary matching)
Platform Keywords: "Zapier", "Make.com"/"Integromat", "n8n", "Power Automate"
Application Keywords: Specific product names in job descriptions
Rate Calculation: Median and mean of posted hourly maximums where provided (June sample: 679 hourly jobs)
Baseline: June 2025 is the clean baseline (baseline_anchor); May 2025 is structurally invalid and never used as a denominator
Limitations:
- A measurement/coverage change took effect May 2026; absolute counts before and after that boundary are not comparable. Compare like-for-like (current months vs current months); across the boundary, rely on median rate and platform share, not raw counts.
- Jobs may mention multiple platforms (overlap exists); counts are keyword mentions and overcount
- Generic automation jobs without platform mentions excluded from the platform set
- Rates are posted maximums, not actual contracted rates
- AI-tier tracking began May 2026; June is the second data point, so AI figures are levels, not trends
- Sample represents Upwork marketplace only
- Substring matching may catch incidental mentions
Report Generated: July 2026 Next Update: July 2026 data (expected August 2026) Questions/Feedback: Via GitHub Issues
This analysis is part of the ongoing Upwork Automation Market Analysis project tracking the evolution of the automation consulting marketplace.