Small businessnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 78 of 80, unchanged
1 category · RankedseoClarity
50Judge labels
7First choices
5Negative labels
14 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
13% in SEO for enterprise buyers
Rank 20 of 78 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 6 labels there were negative.
By buyer segmentStrongest at enterprise.
Small business82 of 84
0%1 label
under the label threshold
Mid-market20 of 78
0%6 labels
under the label threshold
Enterprise2 of 59
13%41 labels
accepted challenger
In seo · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named seoClarity for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| SEO and content optimization platforms | Marketing | 0% | 20 of 78 | 0% | 6 | under 10 labels · led by Semrush at 21% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, seoClarity held within the floor in its one category: no change cleared 11 points.
Best category · SEO · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 28 → 20 of 71
Enterprise▼−1Since September 2026: 12% → 11%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.
11%from 12% in September 2026
Inside the floor by 10 pointsRank 2 → 4 of 58
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| SEO | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 28 → 20 of 78 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated seoClarity across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated seoClarity across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct9 labels1
Paraphrase6 labelsNone
Comparative9 labelsNone
Budget-constrained9 labels5
Scale-constrained9 labels1
Negative8 labels1not counted in share
First choiceAlternativeMentionNegative50 labels in all, every segment counted; 7 of the 8 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“A highly customizable, data-driven platform that is excellent for massive websites requiring deep technical audits” Gemini 3.5 Flash · SEO · scale prompt · alternative
“Great balance of enterprise power and mid-market usability | Smaller ecosystem; integration depth varies” DeepSeek V4 Flash · SEO · scale prompt · alternative
“enterprise options like seoClarity, Conductor, or BrightEdge that handle high-volume sites” Grok 4.1 Fast · SEO · scale prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
No model argued against it.
Named alongside
The products named in the same answers as seoClarity, over the 50 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and seoClarity was named but was not.ShowHide
Named alongside
The products named in the same answers as seoClarity, over the 50 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and seoClarity was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named seoClarity. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 49 of the 50 answers that named seoClarity and are not a share of its labels.
Domains cited
conductor.com40
trysight.ai18
seoclarity.netYour site17
searchatlas.com15
airops.com14
rankability.com14
ahrefs.com13
stackmatix.com12
gartner.com11
searchenginejournal.com11
148 of the 165 domain citations in answers naming seoClarity came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
seoclarity.net ranks 7 on Google for the category's searches. In the answers, seoClarity takes 0% of first choices and Semrush takes 21%.ShowHide
Search and answers
seoclarity.net ranks 7 on Google for the category's searches. In the answers, seoClarity takes 0% of first choices and Semrush takes 21%.
ShowHideIn search
Google, US estimatesPosition for “seo and content optimization platform”
–
not in the top ten
Position for “best seo and content optimization platform”
7
- Searches for its name, Google
- 720 a month (“seoclarity”)
- AI search demand for its name, est.
- 9 a month
- Organic visits to its site
- about 12,039 a month
- Searches its site ranks for
- 4,088 · 293 in the top three
- Sites linking to it
- 4,724
- Paid Google search
- 1 searches its ads show for, about 2 clicks and $19 a month (estimate)
In answers
This editionShare of first choices
0%
rank 20 of 78 in SEO
Segment leader
21%
Semrush
- First choices
- 7 across its categories
- Named in
- 50 answers
- Its own site cited
- in 49 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on seoclarity.net
1,033
subdomains included
Content
849
counted in the table below
Documentation
1
Product · Integration
1 · 5
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 555 | 14 | 2026-09-23 | SEO, BI & dashboards | |
| Glossary or explainer | 76 | 0 | 2026-01-19 | SEO | |
| Case study | 69 | 1 | 2026-08-06 | SEO | |
| Webinar or virtual event | 47 | 4 | 2026-09-22 | SEO | |
| Comparison | 44 | 0 | 2026-03-17 | SEO | |
| News or press | 38 | 2 | 2026-09-17 | SEO | |
| Report or ebook | 11 | 1 | 2026-09-02 | SEO | |
| Conference or event | 5 | 0 | 2026-05-13 | SEO | |
| Template or tool | 4 | 0 | 2026-01-01 | SEO |
Most recent
- 2026-09-23Choose prompts to track ai search blog
- 2026-09-22Prompt tracking webinar webinar or virtual event
- 2026-09-17Seoclarity unveils arcai insights the first action layer for ai search optimization news or press
- 2026-09-10Best tools for internal linking blog
- 2026-09-09Use cases for mcp servers blog
- 2026-09-02Ideal prompt research webinar webinar or virtual event
How it is countedHide how it is counted
Every page seoclarity.net exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Follow seoClarity
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
seoClarity is its own company.ShowHide
The company
seoClarity is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Unified SEO and AEO Platform
- For
- Trusted By Over 3,500 Brands, Enterprises and Agencies
- Price stated
- Pricing seoclarity.net
- Starting price
- 1800 seoclarity.net/pricing
- Free plan or trial
- Get a Free Feed Audit seoclarity.net
- Certifications
- SOC 2® Audit Compliant
- Not stated on the pages read
- Integrations, hosting, customers
What seoClarity's own pages state, read September 28, 2026: seoclarity.net, seoclarity.net/pricing, seoclarity.net/platform, seoclarity.net/technology/integrations. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when seoClarity's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as seoClarity, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for seoClarity by email, built from the raw record of the edition. It shows:
- where seoClarity is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name seoClarity, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.