Updated September 2026 · Written and maintained by the Progression Agency strategy team
8,933 classified phrases, 104 SERP positions captured with domain authority, and 136 keyword-rows with full metrics — published in full, with the method and the limitations.
On this page · 16 sections
- What this is
- Headline finding: it depends entirely on the query type
- A correction to something we said earlier
- Named examples: low-authority domains holding real positions
- The free tool page is the most open category we measured
- Cost per click across the family
- The shape of the keyword universe
- Method, stated so it can be checked
- What this dataset cannot tell you
- What we would want to see measured next
- Everything else we have written on search, AI and getting found
- Table 1: page-one domain authority by keyword
- Table 2: highest-volume page-one positions held by sub-30 DA domains
- Table 3: the phrase universe by classification
- Table 4: the correction, stated in full
- Video: AI search, measurement and the SERP
The headline findingWhether answer engine optimization is winnable for a low-authority site depends almost entirely on query type, and the spread is about forty points of domain authority inside one topic family. Definition queries are effectively closed: the lowest page-one domain authority we captured on ‘what is answer engine optimization’ was 56. Commercial service queries are open: a DA-17 domain holds a page-one position on ‘answer engine optimization services’. Free tool queries are the most open category we measured — a DA-18 domain holds position one on a term worth $45.41 a click.
Collected 16-17 September 2026 via Ubersuggest, US English only. Eight SERPs is a small sample and the mined domains were selected because they were winning. Good for existence proofs; unsuitable for category averages. Free to cite with attribution and these caveats.
What this is
An original measurement of the answer engine optimization search landscape, taken on 16 and 17 September 2026: 8,933 phrases collected and classified, 104 SERP positions captured with domain authority, 136 keyword-rows with full ranking metrics, and 102 competitor pages catalogued.
We are publishing it because we could not find it anywhere else. Plenty of articles assert that AEO is winnable for small sites, or that it is not. We wanted the actual distribution of domain authority on these SERPs, and when we went looking nobody had published one.
Everything below is computed from the files, not recalled from the research. Where the data contradicts something we said earlier, we have said so rather than quietly corrected it.
Headline finding: it depends entirely on the query type
The common framing — ‘is AEO winnable for a small site’ — turns out to be the wrong question. Across the eight SERPs we captured in full, the answer differs by roughly forty points of domain authority depending on which kind of query you pick.
Definition queries are effectively closed. On ‘what is answer engine optimization’, the lowest domain authority holding a page-one position was 56, with Forbes, HubSpot, PwC and Coursera above it. Commercial service queries are open: on ‘answer engine optimization services’, a domain with an authority score of 17 holds a page-one position.
That is a forty-point spread inside the same topic family, and it is the single most useful thing in this dataset.
Definition queries: closed
Publisher-owned. The lowest page-one domain authority we captured on the definition term was 56, and the results above it were major publications.
Commercial service queries: open
A DA-17 domain holds a page-one position on ‘answer engine optimization services’, a term carrying a $24.65 cost per click.
Tool queries: the most open
A DA-18 domain holds position one on ‘ai search visibility tool’ at a $45.41 cost per click, and position one on ‘ai overviews tracker’.
Provider discovery: closed by a different mechanism
‘Best X agency’ results come from listicles and directories rather than from agency pages, so authority matters less than whether you appear on somebody else’s list.
A correction to something we said earlier
In our own internal notes and early summaries we described the median page-one domain authority for this family as ‘around 30’. Computed properly from the captured data, it is 40 across all eight keywords and 34 to 37 for the AEO service and agency terms specifically.
The error was a selection effect, and an instructive one. We deliberately mined low-authority domains that were winning, because those were the interesting cases. The median authority of that selected group is 27.5. Reading that number as though it described the SERP is exactly the mistake the dataset exists to prevent.
The conclusion changes in a useful way: not ‘these SERPs are open to anyone’, but ‘these SERPs are open in specific query types, and closed in others’.
Named examples: low-authority domains holding real positions
The most useful part of this dataset is not an average. It is a list of specific domains, with their authority scores, holding specific positions on specific commercial terms — because an existence proof is what actually settles the argument about whether this is winnable.
The highest-volume example: a DA-25 domain at position five on ‘answer the public’, 18,100 searches a month. The highest-value: a DA-18 domain at position one on ‘ai search visibility tool’, $45.41 a click.
aiclicks.io, DA 18
Position one on ‘ai search visibility tool’ (1,000/mo, $45.41) and on ‘ai overviews tracker’ (590/mo). Both from free tool pages rather than from content.
geoptie.com, DA 25
Position two on ‘geo tools’ (720/mo), position four on ‘aeo tools’ (720/mo, $32.10), and position one on ‘free geo audit’ and ‘keyword cannibalization checker tool’ — again, tool pages.
orangemarketing.com, DA 17
Position six on ‘answer engine optimization services’ (590/mo) and position six on ‘aeo services’ (390/mo, $38.30). The lowest-authority domain we recorded holding a page-one commercial position in this family.
percepture.com, DA 30
Position two on ‘generative engine optimization agency’ (390/mo, $114.49) and position two on ‘engine optimization service’ — a term at 74,000 searches a month.
What they have in common
Dedicated service or tool pages for the exact query, rather than blog posts about the topic. In every case the ranking URL is a purpose-built page.
The free tool page is the most open category we measured
Across the dataset, the single clearest pattern is that free utility pages outperform their domain authority by more than any other page type. Three separate low-authority domains hold position one on tool queries carrying real commercial intent.
We think the mechanism is ordinary rather than mysterious: people link to a free checker and nobody links to a service page. A tool page compounds authority in a way a marketing page structurally cannot.
The evidence
aiclicks.io at DA 18 holds position one on two tracker queries. geoptie.com at DA 25 holds position one on ‘free geo audit’ and on ‘keyword cannibalization checker tool’. aeoengine.ai at DA 25 ranks on ‘robots txt check’ (2,400/mo) and ‘schema markup generator’ (1,000/mo) from utility pages.
Why it is not obvious
These queries look low-value at first glance. ‘ai overview checker’ at 260 searches a month sounds marginal until you notice the $32.88 cost per click.
The caveat we owe you
We have not built these tools ourselves yet, so this is an observation about other people’s results rather than a claim about our own.
Cost per click across the family
Eighty-six of the 136 keyword-rows we captured carry a cost per click above $20, and thirty-four above $50. The AI-specific peak is ‘llm visibility tool’ at $82.21 on 720 searches a month.
The wider SEO terms these domains also rank for go considerably higher — ‘best seo company for lawyers’ at $769.15 is the outlier in the dataset — but within the AEO family itself the consistent finding is that almost nothing is cheap.
The shape of the keyword universe
8,933 relevant phrases from 119 seed terms, of which 5,348 are AEO-core rather than adjacent general SEO. Classified: 3,397 informational, 3,752 long-tail of four words or more, 1,041 commercial, 777 questions and 133 comparisons.
The informational skew is worth noting against the earlier finding. The largest share of the vocabulary is informational, and informational definition queries are the most authority-locked part of the SERP. Volume and winnability point in opposite directions here.
Method, stated so it can be checked
119 seed terms written by hand, expanded through Google autocomplete, filtered for relevance, classified by intent, then eight keywords captured in full at SERP level and eight low-authority ranking domains mined for every keyword they rank on.
The one non-obvious step is the relevance filter. ‘AEO’ is heavily overloaded — it is the NYSE ticker for American Eagle Outfitters and the abbreviation for Authorised Economic Operator in customs — so the raw 11,279 phrases needed a blocklist before anything meant anything. 8,933 survived.
What this dataset cannot tell you
It is one tool, one window, one market and eight fully-captured SERPs. The low-authority domains were selected precisely because they were winning, which makes them excellent existence proofs and useless as an average.
We are stating this plainly because the temptation with a dataset like this is to present it as a study of the category. It is not. It is a careful measurement of a small, deliberately chosen slice, and the honest value is in the named examples rather than in any statistic.
Want this done for your site?We build and maintain the search, content and paid programmes described on this page.
What we would want to see measured next
Cross-tool validation of the volume and difficulty figures, a larger random SERP sample rather than a selected one, and the same capture repeated in three months to see whether these positions persist.
If you run any of that, we would genuinely like to see it. Our figures are published below in full so they can be compared rather than taken on trust.
Want this run on your own category?
The method above is published in full and repeatable with one keyword-tool seat. If you would rather have it done, an AI visibility audit includes the same SERP and authority capture for your terms, plus a dated prompt baseline you keep.
Everything else we have written on search, AI and getting found
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Not sure which of these applies to you?Tell us the situation and we will say plainly what we would do first, and what we would not.
Table 1: page-one domain authority by keyword
Median and range of page-one domain authority across the tracked keyword set, measured on a stated date.
| Keyword | Positions captured | Median page-one DA | Lowest page-one DA | Lowest-DA domain |
|---|---|---|---|---|
| what is answer engine optimization | 2 | 60.0 | 56 | siteimprove.com |
| ai visibility tools | 6 | 53.5 | 35 | marketermilk.com |
| ai seo agency | 7 | 40.0 | 37 | searchbloom.com |
| engine optimization service | 6 | 37.5 | 29 | aqmarketing.com |
| generative engine optimization agency | 9 | 37.0 | 30 | percepture.com |
| answer engine optimization tools | 5 | 35.0 | 19 | semai.ai |
| how to rank in chatgpt | 3 | 35.0 | 33 | omnius.so |
| answer engine optimization services | 5 | 34.0 | 17 | orangemarketing.com |
Table 2: highest-volume page-one positions held by sub-30 DA domains
The highest-volume terms where a low-authority domain currently holds a page-one position.
| Keyword | Volume/mo | CPC | Position | Domain | DA |
|---|---|---|---|---|---|
| answer the public | 18,100 | $15.51 | 5 | aeoengine.ai | 25 |
| seo ranking software | 1,900 | $21.06 | 10 | aiclicks.io | 18 |
| ai search visibility tool | 1,000 | $45.41 | 1 | aiclicks.io | 18 |
| geo tools | 720 | $13.85 | 2 | geoptie.com | 25 |
| aeo tools | 720 | $32.10 | 4 | geoptie.com | 25 |
| search engine ranking report software | 720 | — | 3 | aiclicks.io | 18 |
| similarweb alternative | 590 | $22.33 | 2 | aeoengine.ai | 25 |
| answer engine optimization services | 590 | $24.65 | 6 | orangemarketing.com | 17 |
| ai overviews tracker | 590 | $21.04 | 1 | aiclicks.io | 18 |
| aeo tracker | 590 | $20.42 | 3 | aiclicks.io | 18 |
| aeo services | 390 | $38.30 | 6 | orangemarketing.com | 17 |
| generative engine optimization agency | 390 | $114.49 | 2 | percepture.com | 30 |
Table 3: the phrase universe by classification
The full classified phrase set, broken down by intent category with counts.
| Classification | Count | Share of universe | Note |
|---|---|---|---|
| Total phrases collected | 11,279 | — | Before relevance filtering |
| Relevant after filtering | 8,933 | 79% | AEO-ambiguity blocklist applied |
| AEO-core | 5,348 | 60% of relevant | Rest is adjacent general SEO |
| Long-tail (4+ words) | 3,752 | 42% | Overlaps other classes |
| Informational | 3,397 | 38% | |
| Commercial | 1,041 | 12% | |
| Question-form | 777 | 9% | |
| Comparison | 133 | 1.5% | |
| LLM prompt intents | 1,069 | — | Generated without a keyword tool |
Table 4: the correction, stated in full
A figure we published incorrectly, what the correct figure is, and how the error was produced.
| Claim as originally stated | Computed figure | Cause of the error |
|---|---|---|
| Median page-one DA for this family is ~30 | 40 across 8 keywords | Read a selected sample as a SERP median |
| AEO service/agency terms ~30 | 34-37 | Same cause, smaller gap |
| Median DA of mined low-authority winners | 27.5 | This figure was correct — it was mislabelled |
| Low-DA domains hold page-one positions | Confirmed: DA 17, 18, 19, 25, 29, 30 | Unchanged |
| Share of page one from sub-30 DA domains | 12% (5 of 43 captured) | Newly computed |
| Share of page one from sub-20 DA domains | 7% (3 of 43 captured) | Newly computed |
Video: AI search, measurement and the SERP
Background viewing. Every figure in this report is computed from our own captured files and written out above; these are context rather than a source for any of it.
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Getting found in search
AI, AEO and what is changing
- GEO vs SEO
- How AI will affect SEO
- AI automation agency
- AI automation cost
- AI customer service
- AI in digital advertising
- AI for email marketing
- AI for restaurant social media
- Generative engine optimization agency
- AI visibility best practices
- Answer engine optimization agency
- AEO vs GEO vs LLM SEO
- LLM SEO: the technical side
- How to rank in ChatGPT
- AI visibility tools compared
- AI visibility audit
- AI SEO agency
- AI search statistics, traced
- AI SEO in New York
- AEO vs SEO: what transfers
- AEO pricing: what it costs
- AEO agency: how to choose one
- What is AEO? Defined
- AEO services: what you receive
- AEO audit: the full checklist
- AI search optimization: two engines
- AEO tools: which class you need
- LLM visibility: what it measures
- Why AI recommends your competitor
- How AI search works: the pipeline
- How to get cited by AI: nine moves
- AEO myths: twelve claims assessed
- How long AEO takes
- Local AEO: why it differs
- Enterprise AEO: the real blockers
- AI visibility trackers vs rank tracking
- Why AI visibility dropped
- AEO content writing: six rules
- AEO for small business: where to start
- AI answers vs organic search
- AEO experts: the six skills
- AEO pros and cons
- AEO and paid search together
- URLs and AI citation
- AEO for dentists
- AEO for doctors
- AEO for plastic surgeons
- AEO for chiropractors
- AEO for therapists
- AEO for med spas
- AEO for fintech
- AEO for plumbers
- AEO for roofers
- AEO for HVAC
- AEO for landscapers
- AEO for hotels
- AEO for wineries
- AEO for ecommerce
- Free tool: AI crawler access checker
- Free tool: llms.txt generator
- Free tool: schema vs copy validator
- Free tool: extractable content checker
- Free tool: AI visibility prompt builder
Paid media and lead generation
Websites and design
Choosing and working with an agency
Social, content and brand
By industry and by situation
Frequently asked questions
What is in this dataset?
Is answer engine optimization winnable for a low-authority site?
What is the median page-one domain authority for AEO keywords?
Which query type is most open to a small site?
What is the lowest domain authority you found holding a page-one position?
What share of page-one results come from low-authority domains?
How expensive are AEO keywords?
What is the largest term in the AEO family?
How was the data collected?
Why did you need a blocklist?
What are the limitations?
Can I reproduce this?
Can I cite this?
Why publish a correction inside the dataset?
Do these positions persist?
Which domains were mined?
Why are definition queries so closed?
What about ‘best agency’ queries?
Is AI referral traffic large enough to matter?
What would you measure next?
Do you sell anything based on this?
How many prompt intents did you generate and how?
Sources and further reading
- Google Search Essentials — SEO starter guide
- Google: creating helpful, reliable, people-first content
- Google: intro to structured data
- Google: LocalBusiness structured data
- Google: FAQPage structured data
- Google: Article structured data
- Google: Product structured data
- Google: title links in search results
- Google: control your snippets
- Google: robots.txt introduction
- Google: sitemaps overview
- Google: consolidate duplicate URLs
- Google: redirects and Search
- Google: JavaScript SEO basics
- Google: multi-regional and multilingual sites
- Google Search Central Blog
- Google: get started with Search Console
- Google: how local search results are determined
- Google Business Profile: prohibited and restricted content
- Google Business Profile: address and service area guidelines
- Google Business Profile: review policy
- Google Business Profile: add or edit categories
- Google Ads: location targeting settings
- Google Ads: about negative keywords
- Google Ads: about Quality Score
- Google Ads: importing offline conversions
- Google Ads: about Smart Bidding
- Google Ads: about Performance Max
- Google Local Services Ads: eligibility and screening
- Google Ads: keyword match types
- Google Analytics 4: about conversions
- Google Analytics 4: attribution models
- US Census Bureau QuickFacts: New Jersey
- US Census Bureau: American Community Survey
- US Census: Statistics of US Businesses
- Bureau of Labor Statistics: New Jersey data
- BLS: Occupational Employment and Wage Statistics
- NJ Department of Labor: labor market information
- New Jersey Business Action Center
- US Small Business Administration: New Jersey district
- USA.gov: business resources
- web.dev: Core Web Vitals explained
- web.dev: Largest Contentful Paint
- web.dev: Cumulative Layout Shift
- web.dev: Interaction to Next Paint
- Google PageSpeed Insights
- Google Rich Results Test
- Google Search Console
- W3C Markup Validation Service
- Schema.org: LocalBusiness type
- Schema.org: Service type
- Schema.org: FAQPage type
- Schema.org: HowTo type
- W3C: WCAG 2.2 quick reference
- FTC: CAN-SPAM Act compliance guide
- FCC: telemarketing and robocall rules (TCPA)
- FTC endorsement guides — reviews and testimonials
- FTC: rule on consumer reviews and testimonials
- HHS: HIPAA guidance on online tracking technologies
- New Jersey Courts: attorney advertising guidelines
- New Jersey DCA: construction codes and permits
- New Jersey Home Improvement Contractor registration
- New Jersey Division of Consumer Affairs
- TikTok for Business
- TikTok Creative Center
- TikTok Ads Help Center
- TikTok Community Guidelines
- TikTok Terms of Service
- TikTok Privacy Policy
- TikTok Safety Center
- TikTok Transparency Center
- TikTok Creator Portal
- TikTok Newsroom
- TikTok for Developers
- TikTok advertising solutions
- TikTok Creator Marketplace
- TikTok Business Center
- TikTok for Business blog
- TikTok Creative Center: top ads
- TikTok Branded Content policy
- TikTok Shop for sellers
- Instagram for Business
- Instagram for Creators
- Instagram Help Center
- About Instagram
- Meta Business Suite
- Meta Business Help Center
- Meta Transparency Center
- About Meta
- Meta: Instagram platform docs
- YouTube Creators
- YouTube Official Blog
- YouTube Shorts help
- How YouTube Works
- YouTube Studio
- LinkedIn Marketing Solutions
- LinkedIn Help
- Pinterest Business
- Pinterest Business Help
- Snapchat for Business
- X for Business
- Reddit communities
- Reddit for Business Help
- ASCAP
- BMI
- SESAC
- Global Music Rights
- PRS for Music (UK)
- PPL (UK)
- SOCAN (Canada)
- APRA AMCOS (Australia)
- GEMA (Germany)
- SACEM (France)
- SIAE (Italy)
- JASRAC (Japan)
- IFPI
- RIAA
- National Music Publishers Association
- Harry Fox Agency
- SoundExchange
- Music Reports
- Epidemic Sound
- Artlist
- Soundstripe
- PremiumBeat
- AudioJungle
- Free Music Archive
- Creative Commons
- Incompetech
- FTC: advertising and marketing
- FTC: disclosures 101
- FTC: endorsement guides
- FTC: consumer reviews rule
- FTC: advertising FAQs
- US Copyright Office
- US Copyright Office: DMCA
- US Copyright Office: music FAQ
- US Copyright Office: fair use FAQ
- USPTO: trademarks
- UK Advertising Standards Authority
- ACCC (Australia)
- Competition Bureau Canada
- GDPR overview
- California Consumer Privacy Act
- COPPA
- FTC: children’s privacy
- W3C Web Accessibility Initiative
- W3C: WCAG
- W3C: captions
- W3C: making audio and video accessible
- ADA.gov
- WebAIM
- Epilepsy Foundation
- Pew Research: internet and technology
- DataReportal
- US Census Bureau
- US Bureau of Labor Statistics
- Interactive Advertising Bureau
- Think with Google
- Google Trends
- Nielsen insights
- Schema.org: VideoObject
- Schema.org: SocialMediaPosting
- Schema.org: MusicRecording
- Schema.org: HowTo
- Schema.org: FAQPage
- Schema.org: Organization
- Google: video best practices
- Google: video structured data
- CapCut
- Adobe Premiere Rush
- DaVinci Resolve
- Canva
- Descript
- VEED
- Kapwing
- Otter.ai
- Later
- Buffer
- Hootsuite
- Sprout Social
- Google Analytics
- Google Search Console
- Google Analytics developer docs
- GA4: events and conversions
- Matomo
- Plausible Analytics
- Similarweb
- UK Information Commissioner’s Office
- Office of the Privacy Commissioner of Canada
- Australian OAIC
- European Data Protection Board
- EU data protection
- EU Digital Services Act
- Ofcom
- FCC
- AIGA
- Nielsen Norman Group
- Smashing Magazine
- web.dev
- MDN: web media
- MDN: the video element
- ISO 21001 (reference)
- Buma/Stemra (Netherlands)
- STIM (Sweden)
- Teosto (Finland)
- Koda (Denmark)
- TONO (Norway)
- IMRO (Ireland)
- SGAE (Spain)
- ZAiKS (Poland)
- KOMCA (South Korea)
- MCSC (China)
- CISAC
- World Intellectual Property Organization
- TikTok: creating videos
- TikTok: exploring videos
- TikTok: privacy settings
- TikTok: growing your audience
- TikTok Creator Academy
- TikTok Effect House
- TikTok for small business
- Instagram: Reels help
- YouTube: Shorts best practice
- How YouTube recommends
- Pinterest Predicts
- Snapchat for Business
- Hootsuite blog
- Social Media Examiner
- Marketing Week
- Adweek
- Google Search Essentials — SEO starter guide
- Google: creating helpful, reliable, people-first content
- Google: intro to structured data
- Google: LocalBusiness structured data
- Google: FAQPage structured data
- Google: Article structured data
- Google: Product structured data
- Google: title links in search results
- Google: control your snippets
- Google: robots.txt introduction
- Google: sitemaps overview
- Google: consolidate duplicate URLs
- Google: redirects and Search
- Google: JavaScript SEO basics
- Google: multi-regional and multilingual sites
- Google Search Central Blog
- Google: get started with Search Console
- Google: how local search results are determined
- Google Business Profile: prohibited and restricted content
- Google Business Profile: address and service area guidelines
- Google Business Profile: review policy
- Google Business Profile: add or edit categories
- web.dev: Core Web Vitals explained
- web.dev: Largest Contentful Paint
- web.dev: Cumulative Layout Shift
- web.dev: Interaction to Next Paint
- Google PageSpeed Insights
- Google Rich Results Test
- Google Search Console
- W3C Markup Validation Service
- Schema.org: LocalBusiness type
- Schema.org: Service type
- Schema.org: FAQPage type
- Schema.org: HowTo type
- W3C: WCAG 2.2 quick reference
- US Census Bureau QuickFacts: New Jersey
- US Census Bureau: American Community Survey
- US Census: Statistics of US Businesses
- Bureau of Labor Statistics: New Jersey data
- BLS: Occupational Employment and Wage Statistics
- NJ Department of Labor: labor market information
- New Jersey Business Action Center
- US Small Business Administration: New Jersey district
- USA.gov: business resources
- Conductor — AI referral traffic share (cited, not measured by us)
- GEO: Generative Engine Optimization (research paper)
- OpenAI — GPTBot and OAI-SearchBot documentation
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