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Clackamas County, OR · GEO Services
GEO Services for Clackamas County's Crowded Recommendation Market
AI assistants answer local questions directly, and what they say depends on what they can verify. Clackamas County has more established advice-led businesses per resident than 90% of counties. That is the context for answer engine optimization (AEO) in Clackamas County with GetPhound: audited business data, schema markup, conversational local content and monthly monitoring, included in Organic Growth.
Snapshot
What Sits Behind Clackamas County's AI Answer Competition Score
AI Answer Competition Index
79.9/ 100
Placed 39 among the 1,822 counties of at least 20,000 people, and 28 within our own 400-market set. Higher scores mean more established competitors per resident. How the score is built
The AI Answer Competition Index covers eleven kinds of business that people ask an assistant to recommend: law, dental, medical, real estate, insurance, accounting, remodeling, plumbing and HVAC, roofing, electrical and auto repair. For each county of 20,000 or more residents it counts established locations, those with five or more employees, per 10,000 people. Clackamas County scores 79.9, which is more crowded than most.
Beyond the score, Clackamas County is a county with many established recommendation-category businesses for its size and a county made up of many sizeable towns. The measures below show where it stands against every other county.
- Growth in headcount from the 2020 Census +0.4% Near the middle: 43rd percentile
- What the middle household earns (2023 est.) $100,376 Above average: 93rd percentile
- Established competitors per 10,000 residents 16.6 Dense: 90th percentile
- Share of advice-led locations with 5+ employees 32.4% Small share: 28th percentile
- Advice-led locations run by large employers (20+ staff) 5.8% Big share: 82nd percentile
- Advice-led locations added or lost, 2017 to 2022 +5.2% Near the middle: 55th percentile
- Places that top 2,500 residents 12 Many towns: 94th percentile
- Units cleared to build in 2025, per 10,000 residents 30.8 Near the middle: 54th percentile
Each percentile places Clackamas County among the 1,822 counties of 20,000 or more residents, as the share of them with a lower value. Inputs: Census population estimates, County Business Patterns for 2017 and 2022, income estimates from the Census Bureau and the Building Permits Survey.
Reading the market
Clackamas County Has More Established Rivals Than Most Counties
Clackamas County has 701 established businesses, meaning five or more employees, across the eleven categories where people ask an assistant to recommend someone. That is 16.6 for every 10,000 residents, more than in 90% of counties. With that many comparable names, an AI answer has plenty to choose from, which makes clear, consistent business details worth the effort.
Two more details round out the picture. Clackamas County has 12 communities above 2,500 residents, 10 of them above 10,000, more than 94% of counties. Median household income in Clackamas County is $100,376, above 93% of counties.
What this means for GEO in Clackamas County: the crowd is the main fact: with this many established names an answer has plenty to choose from, and clear, consistent details do more work than volume.
Home to 423,173 people, Clackamas County is the 176th largest of 3,143 U.S. counties, and its headcount has moved +0.4% since the 2020 Census. Employers operate 12,830 locations here across all industries, roughly 30.3 for every 1,000 residents.
No single place dominates Clackamas County: the largest, Lake Oswego, has about 9% of residents, and others include Oregon City (37,351), Happy Valley (28,409), West Linn (26,629) and Wilsonville (24,232). An assistant asked about a service in one of them draws on local detail for that town, not for the whole county.
44% of the county, about 184,156 people, lives outside any named place, where "near me" and county-wide questions count for as much as a city name.
Population by place
Clackamas County Place by Place: A Local Question for Each
The largest places in Clackamas County by resident count. For answer engine optimization (AEO) in Clackamas County, the work is place by place: each service you offer can have content for each town you serve.
| Place name | Slice of the county's population | Residents in 2023 (estimate) |
|---|---|---|
| Lake Oswego (part) | 9% | 37,411 |
| Oregon City | 9% | 37,351 |
| Happy Valley | 7% | 28,409 |
| West Linn | 6% | 26,629 |
| Wilsonville (part) | 6% | 24,232 |
| Milwaukie (part) | 5% | 21,594 |
Population figures come from Census Bureau estimates. Places here are cities, towns and census-designated places, and a city that straddles a county line is shown for its Clackamas County part only.
Who else could be named
Who an AI Answer Would Be Choosing Between in Clackamas County
The eleven rows are the recommendation categories. Each shows established locations in Clackamas County and sets them against the median county, so 2.0x would mean twice the typical number per resident.
Business typeEstablished locations (5+ staff)Crowding vs. a typical countyShift in all locations, 2017 to 2022Locations with 20 or more employees
Roofing contractorsMost crowded 33 +9.8% 9
Residential remodelers 61 +10.9% 9
Real estate agents and brokersFastest growth 20 +34.3% 0
Plumbing and HVAC contractors 100 +5.3% 36
Dentists 155 -4% 11
Accountants and CPA firms 33 -5.4% 4
Law offices 41 +4.5% 4
Electrical contractors 54 +8.8% 8
Auto repair shops 47 -5.3% 0
Physicians and medical practicesBiggest employers 111 -16.1% 38
Insurance agencies 46 +0% 6
Bars give each category's established locations (five or more employees) per 10,000 residents as a multiple of the middle county among those ranked; the dark tick is 1.0x. Change is measured on all locations in the category, not just established ones. Source: Census County Business Patterns (2017, 2022), which says nothing about AI behavior or search volume. Method
Roofing contractors are the most contested category in Clackamas County: 33 established locations, 5.0 times the density of a typical county, with the category as a whole up 9.8% since 2017. A person asking an assistant which roofer to hire has the most names to sort through here. Denser than usual as well: residential remodelers (61 established locations, 2.6x) and real estate agents and brokers (20 established locations, 2.3x).
The fastest growth is in real estate agents and brokers: locations of each size rose 34.3% since 2017, to 384, so new names keep appearing. Physicians offices contracted by 16.1% since 2017, to 208 locations. Physicians offices account for the most large employers, with 38 locations at 20 or more employees.
A word of caution: this table counts businesses. It does not measure how often an assistant is asked about any category, which businesses it names, or how many people use one. A crowded category calls for careful preparation and a quiet one for early action, but neither is a forecast.
Comparable counties
Six Markets Built Like Clackamas County
Of the 400 markets we cover, these six sit nearest Clackamas County on size, income, index score, firm size, growth and established share. Use them as context when you weigh AI search optimization for Clackamas County businesses.
| Comparable county | AACI score | Headcount | Headcount change since 2020 | How advice-led locations changed since 2017 | Share with 20+ staff |
|---|---|---|---|---|---|
| Clackamas County, OR (this page) | 79.9 | 423,173 | +0.4% | +5.2% | 5.8% |
| Sonoma County, CA | 79.1 | 481,812 | -1.4% | +5.7% | 4.8% |
| Bucks County, PA | 83.8 | 645,984 | -0.1% | +3.3% | 5.9% |
| Arapahoe County, CO | 80.6 | 656,061 | +0.2% | +8.7% | 5.3% |
| Placer County, CA | 83.4 | 423,561 | +4.6% | +12.7% | 5.3% |
| Washington County, OR | 72.7 | 598,865 | -0.3% | +0.3% | 6.2% |
| Johnson County, KS | 81.8 | 622,237 | +2% | +7.6% | 7.8% |
Nearest neighbors come from our 400 markets, compared on size, income, score, firm size, growth and established share. Sources as above.
Clackamas County (79.9) looks most like Sonoma County, CA, which scores 79.1. At the other extreme sits Washington County, OR, scoring 72.7. Johnson County, KS has 7.8% of its advice-led locations at 20 or more employees against 5.8% in Clackamas County. Treat the match as a read on the competition, not a promise about results.
New construction
Clackamas County Permits Have Fallen From Their 2022 Peak and Still Slowing This Year
The permits shown are authorizations for new housing units. From the Building Permits Survey (Census Bureau): annual county data plus matching January-to-August totals. An approval is not a completed home.
From a high of 2,284 units in 2022, approvals in Clackamas County dropped to 1,302 in 2025, about 43% less, and the 2025 rate of 30.8 per 10,000 residents is above 54% of counties. Through the first eight months of 2026, 644 units were approved against 736 in the same months of 2025 (-12.5%).
Among businesses tied to building, roofing contractors (5.0x typical) and residential remodelers (2.6x typical) are the most crowded in Clackamas County. Permits show where new customers are coming from; GEO does not wait for them to arrive, and content for new homeowners is easier to publish before demand peaks.
Try your own figures
Is Generative Engine Optimization in Clackamas County Worth It? Run Your Own Numbers
GEO is part of the monthly Organic Growth plans, so the useful question is how many new customers a plan has to bring in to cover its cost. Customers from AI answers, search and Google Maps all count, and nobody can promise any of them.
What you get
Generative Engine Optimization in Clackamas County: What Is Included
One set of facts everywhere
Conflicting listings are found and fixed, so your details read the same on Google, Apple Maps, Yelp and beyond.
Hyper-local answers
We publish conversational, hyper-local content that answers the questions people put to assistants about your services, focused on Clackamas County and the towns around it.
Reviews and reputation
Review volume and sentiment both get read by AI engines, so reputation work is part of the plan.
Site health
The groundwork is technical SEO: pages that load, can be crawled and carry the structure the rest of GEO adds to.
Monitoring and reporting
Visibility is tested monthly in Google AI Overviews, ChatGPT and Perplexity, with reports on local rankings, AI visibility, citations, knowledge panels and platform traffic.
GEO is delivered alongside SEO, Google Maps work and the website that comes with Gold and Platinum. Want leads sooner? We also manage Bing, Google and Meta (Facebook and Instagram) ads.
Step by step
The Four Stages of Clackamas County GEO
Audit the details engines read
We review your NAP details and your site information across Google, Apple Maps, Yelp and the other listings AI engines look, so they all agree.
Add structured data
We add schema markup on your most important pages: Review, LocalBusiness and FAQ markup, so AI engines can read your details as structured facts.
Create conversational content
We produce conversational, hyper-local content that answers the questions people ask about your services and the places you serve.
Track and adapt
Every month we check your visibility across Google AI Overviews, Perplexity and ChatGPT, then adapt the work to what we find. Reporting includes knowledge panels, citations, AI visibility, platform traffic and local rankings.
Monthly plans
GEO for Clackamas County Businesses: Plans and Pricing
GEO is not sold on its own: it is included in every Organic Growth plan below. None of the plans has a setup fee or a contract. Walk through the plans with our CEO.
Questions
Clackamas County GEO Services: Your Questions Answered
How much does GEO cost in Clackamas County?
You cannot buy GEO by itself: it comes with every Organic Growth plan. Silver costs $1,495 a month, Gold $2,495 and Platinum $3,495, and Gold and Platinum add a fully managed, custom-built website. You pay no setup fee and sign no contract.
How crowded are the recommendation categories in Clackamas County?
More than most. Clackamas County registers 79.9 on our AI Answer Competition Index, ranking 39th among the 1,822 counties we rank, and 28th within our 400-market set. Roofing contractors lead the field for crowding, at 5.0 times the typical county. Remember that the index measures businesses, not AI behavior.
What does the monthly GEO work include?
The work covers structured data on your key pages (LocalBusiness, Review and FAQ schema), consistent business details across Google, Apple Maps, Yelp and more, conversational hyper-local content, review and reputation work, technical SEO, and ongoing monitoring across ChatGPT, Perplexity and Google AI Overviews. Each report includes knowledge panels, citations, AI visibility, platform traffic and local rankings.
What do you mean by consistent business details?
It means your name, phone number and address, and other details such as hours and services, read the same on Google, Apple Maps, Yelp and everywhere else an AI engine might look. Our process starts with an audit of precisely that, as mismatched details make it harder for an engine to describe you correctly.
Does GEO replace SEO?
The two work together: GEO does not replace SEO, and Organic Growth delivers both. Technical SEO is one of the pieces of GEO, and the same accurate data, solid pages and reviews that help you in search give AI engines more to draw on. Both are in the Organic Growth plans.
Which local businesses compete for AI answers in Clackamas County?
Eleven categories feed the index, all of them businesses people ask assistants to recommend. In Clackamas County, the most numerous are dentists (155), physicians offices (111) and plumbing, heating and air-conditioning contractors (100), and relative to a typical county the busiest are roofing contractors (5.0x) and residential remodelers (2.6x).
Is GEO the same as AEO or AI search optimization?
GEO, short for generative engine optimization, is optimizing your online presence for AI engines such as Google AI Overviews, ChatGPT and Perplexity. Others use the term AEO, or answer engine optimization. They answer directly rather than listing links, drawing on structured data, business listings and trusted content. GEO is the next step beyond SEO and complements it; it does not replace it.
Can GEO guarantee my Clackamas County business shows up in AI answers?
It would be dishonest to promise an AI mention, so we do not. We aim for accurate, consistent information that matches wherever an engine looks. Results improve over time as engines favor consistent information, and we give no schedule. Monthly testing across Google AI Overviews, ChatGPT and Perplexity keeps you informed.
Does GEO involve paying to appear in ChatGPT?
No, they are separate. Advertisers can buy labeled, sponsored ads in ChatGPT through a self-serve Ads Manager, and some Free and lower-priced plan users see them. The ads do not affect the answers, and measuring them is still maturing. GEO is the unpaid work behind accurate answers about your business.
Around Clackamas County
Counties Near Clackamas County
Customers do not stop at the county line, so here are the counties nearest Clackamas County, with distance measured between county centers:
- Marion County, OR (26 miles away; 346,741 people; AACI 68.3)
- Multnomah County, OR, 29 miles from Clackamas County, 789,698 residents, index score 75.0
- Hood River County, OR, 36 miles from Clackamas County, 23,745 residents, index score 59.8
- Clark County, WA (45 miles away; 521,150 people; AACI 69.3)
About this page
What Went Into This Clackamas County Page
Each figure on this page comes from public U.S. Census Bureau data, worked out identically for each county, which keeps the comparison with Clackamas County fair. We use no client data and publish no AI mention counts, traffic or rankings: the index is a count of businesses and nothing more.
- Last updatedOctober 19, 2026
- Data sourcesBusiness counts: County Business Patterns, 2017 and 2022. Population: Census estimates, 2023. Income: SAIPE, 2023. Permits: Building Permits Survey, 2021 to 2026 year to date.
- MethodologyThe AI Answer Competition Index and each figure derived from it are described on the methodology page. Each market is listed in the index.
- CorrectionsSpotted a mistake? Email hello@getphound.com so we can trace the figure back to its Census table.
Start a Conversation
Let's Talk About AI Search for Your Clackamas County Business
Tell us what you sell and which parts of Clackamas County you serve. We will show you how GEO fits into an Organic Growth plan for your business. Call 610-825-4363 or email hello@getphound.com to set up a strategy session with our CEO.