State of the Upwork
Continuing the work originally published by Aaron Melton at Ascend Automation Agency.

Main report · Oct 2025 – Sep 2026

Upwork Automation Market Analysis

September 2026 focus, twelve-month trends. Platform set (jobs naming Zapier / n8n / Make.com). Rates and share are comparable across the whole series; absolute counts changed basis in May 2026 — see the note in Overview.

Overview

Platform jobs
1,901
Median rate
$30.00/hr
Avg rate
$37.94/hr
High-paying ($75+)
68

September 2026 continued a soft late summer: lower volume, a median at the bottom of its range, and three multi-month share moves. The month captured cleanly, with every daily run completing, at 1,901 platform-set postings. That is softer than August's stored 2,391, but the raw totals overstate the gap. August's total carries the 2026-08-31 backfill re-tag (about 6% of the month), and September has 30 days to August's 31. Part of the softening is real, because the independently captured broad automation set also softened. Two softer months after July is a hint, not a trend. For context, the 2025 series also eased through late summer (-6.1% August to September 2025).

The headline stories: the median hourly rate slipped to $30 from $32.50, its second straight monthly decline, matching December 2025's $30. The mean edged up to $37.94 from $36.91, inside the window's $36.91–$43.27 band. Make.com's share of platform mentions fell for a fourth straight month to 13.93%, the lowest in the 12-month window. n8n's share of platform mentions rose for a fourth straight month to 42.52%. Zapier was flat at 43.55%. Fixed-price share slipped to 35.2%, a fourth straight monthly decline.

The AI share of platform postings edged up to 41.24% from 40.82%, even though the count fell to 784 postings from 976. That is mostly the smaller denominator. GoHighLevel remains the largest application at 401 mentions, though its share slipped to 21.09% from 25.09%. HubSpot's share edged up to 12.36% from 10.00% while its count slipped to 235 from 239. Premium work ($75+/hr) fell to 68 postings from 78, while its share edged up to 3.58% from 3.26%. That is fewer premium jobs on a smaller base, not a premium expansion.

Key September Insight: The durable picture is calm. The median sat in the $30–35 range in 11 of the last 12 months, and two straight declines have now put it at $30. Two moves are not a trend, and this is not a floor call. The signals with real length are share moves, each of them four months long: Make.com's slide, n8n's rise in mention mix, and the fall in fixed-price share. Four moves is more than noise but short of the six months that make a trend.


How to read the numbers: we track hourly rates and platform share, not raw counts. Starting May 2026 the headline is the platform set and our scrape captures a narrower slice than the original series, so absolute counts before/after that point aren't comparable — a lower count is a measurement change, not the market shrinking.

Platforms — Twelve-Month Trends

Major Automation Platforms

PlatformOct 2025NovDecJan 2026FebMarAprMayJunJulAugSepMoM (count)Total Growth (count, since Jul 2026)
Zapier2,1321,6621,7531,7671,7211,8271,7851,0219721,2231,070891📉 -16.7%📉 -27.1%
n8n2,0241,7291,6631,5351,4031,4651,2528058151,055960870📉 -9.4%📉 -17.5%
Make.com1,027811751725743806781638593631421285📉 -32.3%📉 -54.8%
Power Automate422028372229302018302928🟡 -3.4%📉 -6.7%

These are mention counts. Counts move with total volume and cross two measurement changes: the May-2026 coverage change and the 2026-06-24 hybrid cutover. August's counts also carry the backfill re-tag. The since-July column compares two cleanly captured months on the same basis (31 days vs 30). Direction is judged on share, not on these counts.

Status Indicators:

  • 🚀 Strong Growth (>10%)
  • 🟢 Stable/Growth (0-10%)
  • 🟡 Slight Decline (0-5%)
  • 📉 Declining (>5%)
  • 💥 Collapse (sustained >20% decline since the June 2025 baseline only). It is not used this month because counts cannot be compared to June 2025 across the measurement changes.

Platform Analysis

Zapier (Volume Leader)

  • Current: 891 jobs
  • Share of platform mentions: 43.55%, flat vs 43.66%
  • Share of postings: 46.87%, up from 44.75%, while the count fell to 891 from 1,070. That is the smaller denominator, not new demand.
  • Assessment: Zapier is the volume leader. That is standing structure, not this month's news.
  • Recommendation: Primary platform for volume and client breadth.

n8n (Technical-Depth Option)

  • Current: 870 jobs
  • Share of platform mentions: 42.52%, up from 39.17%, the fourth straight monthly rise (32.67% in May 2026 → 34.24% → 36.27% → 39.17% → 42.52%). That is the highest in the 12-month window.
  • Share of postings: 45.77%, up from 40.15%, while the count fell to 870 from 960.
  • Assessment: Four consecutive moves in mention mix is more than a single-month wobble, but it is still short of six months. It is a hint about mix, not a race result.
  • Recommendation: Pair it with Zapier. The technical-depth positioning stands on its own merits regardless of this month's share.

Make.com (Weakest of the Three)

  • Current: 285 jobs
  • Share of platform mentions: 13.93%, down from 17.18%, the fourth straight monthly decline (25.89% in May 2026 → 24.92% → 21.69% → 17.18% → 13.93%). That is the lowest in the 12-month window.
  • Share of postings: 14.99%, down from 17.61%, also a fourth straight decline.
  • Assessment: Make.com has been the weakest of the three for the whole series. The four-month slide in share is the clearest platform-level move in the window. It is not yet six months, but it is no longer a one-print story.
  • Recommendation: Treat it as a secondary skill only. If Make.com is your only platform, add a second.

Power Automate (Small, Flat)

  • Current: 28 jobs
  • Share of postings: 1.47%, flat vs 1.21%
  • Assessment: It is too small for a standalone specialization.
  • Recommendation: Pursue it only within the Microsoft enterprise ecosystem.

Application Ecosystem

Top 15 Applications by Job Volume

ApplicationOct 2025NovDecJan 2026FebMarAprMayJunJulAugSepMoM (count)Total (count, since Jul 2026)Status (share of postings)
GoHighLevel659579562645585693687476483585600401📉 -33.2%📉 -31.5%Share slipped to 21.09%
HubSpot447346333350349375378205243322239235🟡 -1.7%📉 -27.0%Share edged up to 12.36% (count fell)
Google Sheets726597552537495526532313261268241214📉 -11.2%📉 -20.1%Share edged up to 11.26% (count fell)
Slack461354321307316336323218157237193177📉 -8.3%📉 -25.3%Share edged up to 9.31% (count fell)
Airtable611505492467424435447308266255208153📉 -26.4%📉 -40.0%Share down 4th straight month (8.05%)
Notion41432134127324322923015711113212794📉 -26.0%📉 -28.8%Share slipped to 4.94%
Excel5684033823162802512354959686772🟢 +7.5%🟢 +5.9%Share edged up to 3.79%
Salesforce1068196881108810257641046870🟢 +2.9%📉 -32.7%Share edged up to 3.68%
ClickUp1821351691461341121035881948869📉 -21.6%📉 -26.6%Share flat (3.63%)
Zoho141128122821201011194166827258📉 -19.4%📉 -29.3%Share flat (3.05%)
Monday.com97101901021011041116049615254🟢 +3.8%📉 -11.5%Share edged up to 2.84%
QuickBooks957964777394954770704654🚀 +17.4%📉 -22.9%Share edged up to 2.84%
Asana976771646549722724493739🟢 +5.4%📉 -20.4%Share edged up to 2.05%
Xero514034303743421720202622📉 -15.4%🟢 +10.0%Share flat (1.16%)
Trello554847262431411117261417🚀 +21.4%📉 -34.6%Share edged up to 0.89%

These are mention counts. Counts move with total volume and are not comparable across the May-2026 and 2026-06-24 measurement changes. August also carries the backfill re-tag. Direction is judged on share, shown in the Status column.

Reading the table: Three applications had a falling count but a rising share: Google Sheets, Slack and HubSpot. Their shares rose mostly because the denominator shrank, not because demand for them grew. Excel is small and steady: 68 in July, 67 in August, 72 in September. Its May to July counts are corrected here for an old matching bug that also counted "excellent" as Excel. The counts before May 2026 come from the original matcher and run high, so read Excel's trend from May on. Small-count applications (Trello at 17, Xero at 22, Asana at 39) swing by double digits on a handful of postings. Those swings are noise.


Dedicated CRM Systems

CRMJul 2026Aug 2026Sep 2026Aug→Sep (count)Share of Postings (Aug → Sep)Market Assessment
GoHighLevel585600401-33.2%25.09% → 21.09% (down)Largest application, share slipped
HubSpot322239235-1.7%10.00% → 12.36% (up)Share edged up on a slightly lower count
Salesforce1046870+2.9%2.84% → 3.68% (up)Small base, share edged up
Zoho827258-19.4%3.01% → 3.05% (flat)Small base, flat

Key Insight: GoHighLevel has been the largest application for 10 straight months, and HubSpot's share has ranged 10.00–13.54% since May 2026, rising to 12.36% this month from 10.00%. GoHighLevel's share slipped to 21.09% from 25.09%. That is one month and should be read as such. Its share has moved between 21.09% and 27.51% since May 2026. Salesforce and Zoho sit on bases of 70 and 58 mentions, where a few postings decide the direction. The monthly CRM "rotation" between them is small-number noise. The advice is unchanged: pick a CRM and go deep.

Generic "CRM" Mentions

MonthMentionsNote
Jul 20261,084First full month on the hybrid basis
Aug 20261,037Carries the backfill re-tag
Sep 2026797Clean capture, 30 days

Generic CRM mentions came in at 797. These are counts, and they move with total volume. There is no share row for generic CRM in this month's fact sheet, so this report does not call a direction.

Alternative CRM Solutions

ApplicationSep 2026 (count)Share of Postings (Aug → Sep)Assessment
Airtable1538.70% → 8.05% (down, 4th straight decline)Longest decline among alternatives
Notion945.31% → 4.94% (down)Share slipped
ClickUp693.68% → 3.63% (flat)Flat this month
Monday.com542.17% → 2.84% (up)Share edged up on a small base

Insight: Airtable's share has fallen four months running, from 17.80% in May 2026 to 8.05%. It is the most sustained move among the alternatives. Notion's share slipped to 4.94%, ClickUp's was flat at 3.63%, and Monday.com's edged up to 2.84%. Alternative tools as the primary CRM remain a weaker positioning than a dedicated CRM. Airtable's slide is four moves long, not six.


Market Trends

Hourly rate evolution

Median (the anchor) and average across the tracked history.

Platform mix (share %)

Share cancels the scrape-basis change — the honest read of the mix.

AI mentions — Sep 2026 only

Keyword mentions inside this month's platform jobs (not cumulative).

Two populations, labeled separately. The platform set (1,901 jobs naming Zapier, n8n or Make.com) shows AI adoption within platform automation work. The broad automation set (3,254 jobs) is a wider net used only for the AI picture. It is not the market size.

AI adoption within platform automation work

784 of 1,901 platform postings named at least one AI term: 41.24%, edged up from 40.82% (976 postings in August). The count fell while the share edged up, so this is a one-month move on a smaller denominator, not a surge.

AI CategoryAug 2026 (platform, count)Sep 2026 (platform, count)Direction (share row)Sep 2026 (broad set, count)
OpenAI/GPT534432Edged up (count fell)494
Claude/Anthropic507397Down, 4th straight decline515
AI Agents363337Edged up (count fell)471
Voice AI184121Down, 3rd straight decline158
RAG104104Edged up (same count, smaller base)116
MCP7372Edged up (count fell)92
Vector DBs6056Edged up (count fell)59
LangChain6349Flat54
AI Builders3635Edged up (count fell)37
Embeddings2531Up (count also rose)34

Per-term figures are overlapping mention counts. One job naming OpenAI, RAG and agents counts three times, so these figures are never summed and are not shares of the market. August's platform counts carry the backfill re-tag.

Reading the AI tier:

  • OpenAI/GPT appeared in 432 platform jobs and Claude/Anthropic in 397. These overlap, so they are mention counts, not shares of the market.
  • Claude/Anthropic's share has declined four months running and Voice AI's three. Both are multi-month moves on the share row, not single prints.
  • Embeddings is the one term where count and share both rose (25 → 31). It is a small base.
  • In the broad automation set, Claude/Anthropic had 515 mentions, OpenAI/GPT 494, and AI Agents 471, across 3,254 postings. These are mention counts only. No broad-set percentage is published.

Compensation

Median
$30.00/hr
25th pct
$20.00/hr
75th pct
$50.00/hr
Max posted
$200.00/hr

Sample: 750 jobs with a posted hourly rate · fixed-price share 35.2%.

September 2026 Rate Breakdown

TierRate RangeJobs AvailableRequirementsMarket Trend
Ultra-Premium$150-500/hr13 jobsApplied AI + CRM/workspace systems + ability to own a backlogTop rate this month $200; 5 of 13 are not automation builds
Premium$100-150/hr25 jobsCRM/billing integration, accounting automation, AI consultingFour $130 B2B outreach postings, three sharing one description
Expert$75-100/hr30 jobsPlatform depth + one CRM + proven deliveryNot itemized in this month's examples
Experienced$50-75/hr121 jobsMulti-platform competencyTop quarter of hourly postings starts at $50 (p75)
Mid-Tier$40-50/hr92 jobsSingle platform proficiencyAbove the $30 median
Entry$25-40/hr231 jobsBasic automation tasksLargest bucket; the $30 median sits here

Key Insight: The three premium tiers sum to the 68 high-paying jobs: 13 ultra-premium, 25 premium, and 30 expert. The tier is small enough that a single client's reposts visibly move a bucket. Three of the four $130 B2B outreach postings carry the same description text. The bucket table covers postings at $25/hr and up. With p25 at $20, a quarter of the 750 hourly postings sit at or below $20 and fall below the Entry tier. Half of hourly postings pay $30/hr or less.

Average Rate Evolution

MonthMedianMarket AverageHigh-Paying Count ($75+)Premium ShareTrend
Oct 2025$35$38.17/hr——Median $35
Nov 2025$35$38.79/hr——Median $35
Dec 2025$30$37.58/hr1443.7%Median dipped to $30; back to $35 in January
Jan 2026$35$40.20/hr1654.2%Mean moved above $40
Feb 2026$35$43.27/hr1704.6%Single-month mean outlier; reverted in March
Mar 2026$35$40.66/hr1674.2%Median $35
Apr 2026$35$39.46/hr1393.8%Median $35
May 2026$38$42.20/hr673.87%Measurement change (platform set, narrower capture)
Jun 2026$35$41.83/hr824.57%Hybrid scrape cutover June 24
Jul 2026$35$41.41/hr1054.12%First full month on the hybrid basis
Aug 2026$32.50$36.91/hr783.26%Two lost capture days, later backfilled
Sep 2026$30$37.94/hr683.58%Clean capture; median matches December 2025

The high-paying count column is not comparable across the May 2026 measurement change, the June 24 cutover, or the August backfill. Median and premium share are the comparable columns.

Analysis: The median is the series to read, and it says the typical job pays $30–35. It printed $35 in 8 of 12 months, $30 twice (December 2025 and September 2026), $38 once, and $32.50 once. The mean moves more and means less. February's $43.27 was a one-month outlier that reverted immediately. The current mean of $37.94 against a $30 median is a wider gap than any month in this window except February 2026 ($43.27 against $35). The typical job got cheaper this month while a handful of higher postings held the average up. One more month will show whether the median returns to $35, as it did after December, or prints a third month below it. Even three months would be a hint, not a trend.


High-Paying Opportunities

Business Development Partner, AI-native custom-print brand (partnerships, trial-to-hire)$200/hr
Fractional CMO/CTO/CEO$200/hr
Fractional Forward Deployed Engineer (FDE) — AI Agents & Automation$200/hr
Fractional RevOps and AI Automation Engineer$200/hr
Urgent: build and teach a B2B email + LinkedIn outreach system$200/hr
Expert Newsletter Writer & Operator (beehiiv, Deliverability) – New Travel Rewards Newsletter$160/hr
AI & Automation Consultant for Small Estate Planning Law Firm (Google Workspace + Clio)$150/hr
Automation Developer for Post-order workflow: Shopify, Etsy, Square, ShipStation,Google Sheet, Gmail$150/hr
Finish a solo law firm’s AI practice manager to v1 (Base44 · Zapier · Claude · MyCase · M365)$150/hr
Google Workspace, Gemini & AI Automation Expert Needed for Pool Service Business$150/hr
HubSpot + QuickBooks Online Integration Expert - Paid Workflow Review / Research Call$150/hr
Hubspot Consultant for Platform Integration$150/hr
Salesforce + ActiveCampaign Integration Expert - Paid Workflow Review / Research Call$150/hr
AI senior Consultant$130/hr
B2B Outreach Execution Manager$130/hr
B2B Outreach Execution Manager$130/hr

Profile Requirements

Technical Stack:

  • Applied AI in business operations (Claude, ChatGPT, Gemini), not model engineering
  • Workspace suites (Google Workspace, Microsoft 365)
  • CRM + accounting integration (HubSpot, QuickBooks, e-signature)
  • Practice and order systems (Clio, MyCase, Shopify, Etsy, Square, ShipStation)
  • Zapier and app-builder tools (Base44 named in one posting)

Industry Knowledge (from this month's postings — anecdotal, not a tracked trend):

  • Legal (a 4-person estate planning firm, a solo real estate and litigation practice)
  • Field services (pool service business)
  • Small manufacturing and e-commerce (custom furniture maker)
  • B2B consultancies (RevOps after a CRM migration)

Proven Track Record:

  • Finishing someone else's half-built system
  • Owning a backlog over months (one posting specifies 3 to 6 months, part-time)
  • Teaching the client to run it (one $200 posting asks you to "build and teach")
  • Explaining work in plain English to a non-technical owner

September Market Reality

Thirteen jobs posted at $150/hr or more. The top rate was $200, with five postings at that level. Five of the 13 are not automation builds:

  • A business-development partner role
  • A fractional executive networking post
  • A newsletter writer/operator role
  • Two paid research calls of 45–60 minutes each

The remaining eight are real build or ownership work. That is a small, concrete target. Six of the 13 name AI in the title, and the AI they describe is AI applied to a small business's daily operations, such as intake, practice management, and bookkeeping backlogs.

The AI picture, by population. Within platform automation work, AI terms appeared in 41.24% of September postings (784 jobs), up from 40.82% (976 jobs). The share edged up while the count fell, so the smaller month accounts for most of that move. The per-term counts for the platform set were:

  • OpenAI/GPT: 432
  • Claude/Anthropic: 397
  • AI Agents: 337
  • Voice AI: 121
  • RAG: 104
  • MCP: 72
  • Vector DBs: 56
  • LangChain: 49
  • AI Builders: 35
  • Embeddings: 31

These overlap, since one job naming OpenAI and agents is counted under both. They are mention counts, not shares of the market. Relative to the size of the month, Claude/Anthropic slipped for a fourth straight month and Voice AI for a third, while OpenAI/GPT and AI Agents edged up. These are one-month moves on overlapping counts.

The broad automation set is a wider net of 3,254 postings used only for the AI picture, not a measure of market size. Its overlapping mention counts were:

  • Claude/Anthropic: 515
  • OpenAI/GPT: 494
  • AI Agents: 471
  • Voice AI: 158
  • RAG: 116
  • MCP: 92

None of the 20 highest-rate postings this month names a voice platform.

Entry Barrier: High, but it is not a credential stack. The bar is proof that you can take an owner's partly built system and make it run their day.

Actual September Examples

Example 1: Fractional RevOps and AI Automation Engineer

  • Rate: $200/hr
  • Requirements: Own the HubSpot, QuickBooks, e-signature and AI backlog; 3 to 6 months, part-time
  • Project: A small B2B consultancy that moved its CRM from Pipedrive to HubSpot over the summer and rebuilt its internal automations around it
  • Context: Fractional ownership of an ongoing backlog, not a one-off build. CRM and accounting sit in one role.

Example 2: Fractional Forward Deployed Engineer (FDE) — AI Agents & Automation

  • Rate: $200/hr
  • Requirements: Experienced senior technical professional with AI agents and automation depth
  • Project: AI BOS is building a selective network of fractional FDEs to support AI implementation projects; the posting states this is not a traditional software developer role
  • Context: A bench/network posting rather than a single scoped project. Treat the rate as a rate card, not guaranteed hours.

Example 3: Finish a solo law firm's AI practice manager to v1 (Base44 · Zapier · Claude · MyCase · M365)

  • Rate: $150/hr
  • Requirements: Base44, Zapier, Claude, MyCase, Microsoft 365
  • Project: A solo attorney in Georgia (land use, real estate closings, title, litigation) has put hundreds of hours into building with Claude. In the posting's words: "The plumbing works; the part that runs the day does not yet."
  • Context: Finishing work on an owner-built AI system, not a greenfield build

Example 4: AI & Automation Consultant for Small Estate Planning Law Firm (Google Workspace + Clio)

  • Rate: $150/hr
  • Requirements: Google Workspace, Clio, practical working knowledge of Claude and ChatGPT
  • Project: A 4-person estate planning and probate firm in Florida that has used Claude and ChatGPT informally for about a year, but everything is still copy/paste by hand
  • Context: The second law firm in the $150+ tier this month. Two postings are an anecdote, not a vertical trend.

Example 5: Automation Developer for Post-order workflow: Shopify, Etsy, Square, ShipStation, Google Sheet, Gmail

  • Rate: $150/hr
  • Requirements: Shopify, Etsy, Square, ShipStation, Google Sheets, Gmail
  • Project: A small, growing custom furniture manufacturer streamlining its post-order workflow, with Google Sheets serving as the internal production board
  • Context: A multi-system order workflow at $150/hr with no AI in the title

Profile Requirements

Core Competencies:

  • Deep expertise in one platform plus working knowledge of a second
  • One CRM taken deep (HubSpot shows up most often in this month's examples)
  • Accounting system fluency (QuickBooks Online)
  • Applied AI delivery for business clients
  • Clear scoping and plain-English communication

Differentiators:

  • Case studies with before/after workflow descriptions
  • Platform and CRM certifications
  • Visible portfolio of integrations you own end to end
  • Repeat clients and references

September High-Demand Segments

1. CRM + Billing Integration ($125-150/hr)

Opportunity: HubSpot named in 235 platform-set postings; HubSpot appears in four of the 20 highest-rate postings

Skills Needed:

  • HubSpot segmentation, workflows, and notifications
  • Billing-to-CRM sync (Chargebee to HubSpot via Zapier at $125/hr)
  • Multi-platform integration (HubSpot + Zoom + Mighty Network at $150/hr)
  • Salesforce + ActiveCampaign sync and reconciliation

Why Premium: Integration work that keeps two systems in agreement pays above the median. HubSpot's share of postings edged up to 12.36% from 10.00% while its count slipped to 235 from 239. The smaller month produced that share move, not new demand.

September Caution: The Salesforce + ActiveCampaign posting is a paid 45–60 minute research call, not an engagement. A $150/hr call is not $150/hr of sustained work.

2. Accounting Automation ($125-150/hr)

Opportunity: QuickBooks named in 54 postings; Xero in 22

Skills Needed:

  • QuickBooks Online integration
  • Transaction categorization and receipt/invoice matching
  • AI-assisted bookkeeping workflows
  • CRM-to-accounting reconciliation

Why Premium: An AI-assisted QuickBooks bookkeeping agent for a multi-entity construction client posted at $125/hr. A HubSpot + QuickBooks Online research call posted at $150/hr, and the $200 RevOps role bundles QuickBooks into its backlog. QuickBooks' share edged up to 2.84% from 1.92%. These are small counts, so read them as a level, not a move.

3. AI Consulting & Delivery ($125-130/hr)

Opportunity: AI terms in 41.24% of platform-set postings (784 jobs)

Skills Needed:

  • AI agent and LLM-based application delivery
  • System integrations around the model, not just the prompt
  • Identifying practical, high-value AI use cases with clients
  • Production reliability for small-business deployments

Why Premium: A Senior AI Consultant role focused on AI agents, automation, LLM applications, and integrations posted at $130/hr. The pattern across this tier is AI applied to an existing business process, not AI as a standalone research project.

4. B2B Outbound Operations ($130/hr)

Opportunity: Four B2B outreach manager postings at $130/hr

Skills Needed:

  • Cold email and LinkedIn outreach execution
  • Campaign automation flows
  • Paid lead generation (Meta campaigns named in one posting)
  • Hands-on operations, not pure strategy

Why Premium: Outbound execution with automation attached pays above the median. The caution is that three of the four postings share identical description text and are likely one client. This segment is thinner than four line items suggest.


Profile Requirements

Core Skills:

  • Deep expertise in one platform OR
  • Competency in two platforms
  • One CRM at working depth
  • Project management capabilities

Minimum Credentials:

  • Client references
  • Public portfolio with documented builds
  • Platform or CRM certification

The 30 expert-tier postings are not itemized in this month's examples, which list $125+ jobs. The segments below are where volume sits; they are not rate claims.

Resilient Segments

1. GoHighLevel Agency Automation

Opportunity: 401 postings, the largest tracked application

Focus:

  • GoHighLevel workflows, CRM, funnels, snapshots
  • Zapier or n8n for external integrations
  • Agency workflow setup and maintenance

Why It Holds: GoHighLevel is the most durable specialization in the full year of data. Its share of postings slipped to 21.09% from 25.09%, and across the SOTU-era months it has drifted lower from 27.51% in May 2026, with August the one up-month. That is a drift to watch, not a reversal. None of the 20 highest-rate postings names GoHighLevel, so its case this month rests on volume, not premium rates.

2. Zapier Advanced Implementation

Opportunity: 891 postings; Zapier remains the volume leader

Focus:

  • Multi-step workflows with error handling
  • CRM and billing syncs
  • Finishing and hardening existing builds

Why Relevant: Zapier appears in two of the 20 highest-rate postings: the Chargebee-to-HubSpot sync at $125 and the solo law firm build at $150. Breadth of client base is Zapier's standing advantage.

3. n8n Technical Builds

Opportunity: 870 postings; n8n remains the technical-depth option

Focus:

  • Self-hosted workflows
  • AI agent orchestration
  • Complex multi-system logic

Why Relevant: n8n's share of platform mentions rose to 42.52% from 39.17%. None of the 20 highest-rate postings names n8n in the title this month. That is a one-month absence, not a signal.

4. Ops Glue: Sheets + Slack Workflows

Opportunity: Google Sheets in 214 postings; Slack in 177

Focus:

  • Sheets as a production board or lightweight database
  • Slack notifications and approvals
  • Order and intake workflows

Why Relevant: The $150 furniture-workflow posting runs its production board in Google Sheets. Google Sheets' share edged up to 11.26% from 10.08%, and Slack's to 9.31% from 8.07%, while both counts fell. Both are one-month moves on a smaller month.


Recommendations & Outlook

Platform Strategy for Q4 2026

1. Zapier: Volume Leader

  • 891 jobs; share of platform mentions flat at 43.55%
  • Broadest client base of the three

Recommendation: Primary platform for volume.

2. n8n: Technical-Depth Option

  • 870 jobs; share of platform mentions up four straight months to 42.52%
  • Technical and self-hosted work is its standing niche

Recommendation: Pair it with Zapier. A four-month mix rise is worth knowing, but it is not a reason to drop Zapier.

3. Make.com: Weakest of the Three

  • 285 jobs; share of platform mentions down four straight months to 13.93%, the lowest in the window

Recommendation: Secondary skill only. A Make-only consultant should add a second platform.

4. CRM: Pick One and Go Deep

  • GoHighLevel: 401 mentions, largest application, share slipped to 21.09%
  • HubSpot: 235 mentions, share edged up to 12.36%
  • Salesforce (70) and Zoho (58) sit on small bases where monthly swings are noise

Recommendation: GoHighLevel for agency work, HubSpot for B2B and RevOps clients. Ignore the monthly CRM rotation.

Ignore the platform horse-race. Zapier is the volume leader, n8n the technical-depth option, Make.com the weakest. Choose based on the clients you want, not last month's arrow.

Application Strategy

High-Value Specializations (rates from September's actual postings):

  1. CRM + Automation / RevOps (examples at $125–200/hr)

    • $200/hr Fractional RevOps and AI Automation Engineer (HubSpot, QuickBooks, e-signature)
    • $150/hr HubSpot Consultant for Platform Integration (HubSpot, Zoom, Mighty Network)
    • $125/hr Chargebee to HubSpot Zapier Integration Specialist
  2. AI Implementation for Small Businesses (examples at $130–200/hr)

    • $200/hr Fractional Forward Deployed Engineer: AI Agents & Automation
    • $150/hr AI & Automation Consultant for a 4-person estate planning law firm (Google Workspace + Clio)
    • $150/hr Google Workspace, Gemini & AI Automation Expert for a pool service business
    • $130/hr AI Senior Consultant
    • The AI share of platform postings is 41.24%. AI fluency is the baseline expectation. The premium is in building production workflows.
  3. Accounting Automation (examples at $125–150/hr)

    • $125/hr AI Automation Specialist: QuickBooks Bookkeeping Agent
    • QuickBooks share edged up to 2.84% (54 mentions); Xero share flat at 1.16% (22 mentions)
  4. E-commerce Operations (example at $150/hr)

    • $150/hr post-order workflow across Shopify, Etsy, Square, ShipStation, Google Sheets and Gmail

Reading the examples honestly: Two of the $150/hr postings are paid research calls (HubSpot + QuickBooks Online, Salesforce + ActiveCampaign), not build engagements. Four of the top 20 are near-identical B2B outreach manager postings at $130/hr. The premium tier is thin. Do not read 20 examples as a broad market.

Avoid/Deprioritize:

  • Airtable-only: share down four straight months to 8.05% (153 mentions)
  • Notion-only: share slipped to 4.94% (94 mentions)
  • Make.com-only: share of platform mentions down four straight months to 13.93%
  • Platform-only generalist: the median is $30. Without a CRM or AI build specialty, that is your gravity.

Rate Strategy for Q4 2026

Current Market:

  • Median: $30/hr (slipped from $32.50, second straight decline)
  • Average: $37.94/hr (edged up from $36.91, inside the $36.91–$43.27 band)
  • Middle half of hourly postings: $20–$50
  • High-paying jobs ($75+): 68 (share 3.58%, edged up from 3.26% while the count fell from 78)
  • Ultra-premium ($150+): 13 jobs
  • Max rate: $200/hr

Positioning:

  • Under $20: The bottom quarter of hourly postings. Avoid.
  • $20–30: From the 25th percentile to the median. This is where generalist work clears.
  • $30–50: From the median to the 75th percentile, the upper part of the $20–$50 middle half. Specialization gets you to the top of it.
  • $50–75: Above the 75th percentile. Requires a CRM or AI build specialty plus proof.
  • $75+: 68 postings this month. Win it with case studies, not positioning language.
  • $150+: 13 postings, topping out at $200/hr. These are fractional and senior AI/RevOps roles.

Key: Lead with the median, not the mean. The median moved down two straight months and the mean moved up one, which is two different stories from the same rate data. Neither is a shift yet.


The Premium Positioning Formula (Q4 2026)

1. CRM Foundation (Choose One):

  • GoHighLevel: 401 postings, the largest application, with share drifting lower
  • HubSpot: 235 postings, in four of the top 20 examples
  • Salesforce: 70 postings, share range 2.84%–4.08% in the SOTU era
  • QuickBooks/Xero: 54 and 22 postings, the accounting pair for any CRM

2. Platform Proficiency:

  • Option A: Zapier (volume leader, 891 postings)
  • Option B: n8n (technical depth, 870 postings)
  • Option C: Both (widest client reach)

3. AI Capabilities:

  • Applied AI inside existing workflows (intake, bookkeeping, practice management)
  • Claude, OpenAI and Gemini at the integration level
  • AI terms appear in 41.24% of platform-set postings. Fluency is expected; the premium is in building.

4. Proof and Positioning:

  • Case studies showing an owner's process before and after
  • Industry-specific framing
  • Fractional and fixed-scope offers alongside hourly

Formula Result: A credible shot at the 68 postings a month paying $75+/hr, which is 3.58% of the market. It is a real target and a small one, and proof wins it.

The Bottom Line

September 2026 was a calm month with one thing worth watching.

The numbers:

  • Median $30/hr, a second straight decline, matching December 2025
  • Average $37.94/hr, back inside its October–December 2025 range
  • 68 premium jobs at $75+ (3.58% of postings, inside the window's band)
  • 13 jobs at $150+, five of them not build work
  • AI terms in 41.24% of platform-set postings
  • Fixed-price share 35.2%, a fourth straight decline in the SOTU-era series

Thriving Segments:

  • Finishing owner-built AI systems for small businesses ($150/hr examples)
  • Fractional CRM, billing and AI backlog ownership ($200/hr examples)
  • CRM + accounting integration ($125–200/hr examples)
  • GoHighLevel and HubSpot as the two largest CRM bases

Struggling Segments:

  • Generalists pricing at or below the $30 median, where half of hourly postings sit
  • Make.com-only positioning
  • Standalone Notion, Excel, Trello or ClickUp specialties
  • Chasing research calls and network postings as if they were engagements

The market didn't change shape this month. The typical job pays in the low $30s, the premium tier is thin, and AI shows up in roughly four of every ten platform jobs. The two soft median prints deserve a look in October, not a new strategy.

Typical pay in the low $30s. Premium work at 68 jobs, 3.58% of postings. AI in 41.24% of platform jobs. Two soft median prints are a hint, not a trend. Watch October.


Continued from work originally published by Aaron Melton at Ascend Automation Agency.← Back to the at-a-glance summary