Small business=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 32 → 83 of 92
3 categories · Named, not rankedAirOps
29Judge labels
2First choices
4Negative labels
10 / 14Models named it
3Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Standing
9 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. AirOps was named 9 times in AI visibility and 2 other categories, where Otterly led with 20%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business85 of 94
0%6 labels
under the label threshold
Mid-market10 of 90
2%6 labels
under the label threshold
Enterprise18 of 79
0%8 labels
under the label threshold
In ai visibility · 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 AirOps 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 |
|---|---|---|---|---|---|---|---|
| AI visibility and answer engine tracking tools | Marketing | 2% | 10 of 90 | 0% | 6 | under 10 labels · led by Otterly at 20% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| SEO and content optimization platforms | Marketing | 0% | 29 of 78 | 0% | 2 | 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. |
| AI marketing agents | Marketing | 0% | 72 of 157 | 0% | 1 | under 10 labels · led by HubSpot Breeze at 24% |
Movement
Since September 2026, AirOps held within the floor in all three categories: no change cleared 11 points.
Best category · AI visibility · by segment
Mid-market=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 2% in September 2026
Inside the floor by 11 pointsRank 11 → 9 of 85
Enterprise▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 5% in September 2026
Inside the floor by 6 pointsRank 2 → 16 of 74
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| AI visibility | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 10 of 90 |
| 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 36 → 29 of 78 |
| AI marketing agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 72 of 157, unchanged |
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 AirOps 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 AirOps 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 | 1 | 0 | 1 | 0 | 2 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
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
Direct0 labelsNone
Paraphrase2 labelsNone
Comparative9 labels1not counted in share
Budget-constrained4 labels1
Scale-constrained9 labels1
Negative5 labelsNone
First choiceAlternativeMentionNegative29 labels in all, every segment counted; 2 of the 3 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.
“Shortlist 3-5 Tools: AirOps (action-oriented for teams)” Grok 4.1 Fast · AI visibility · scale prompt · first choice
“AirOps — Connects tracking directly to content production; SOC 2 Type II; strong G2 reviews” DeepSeek V4 Flash · AI visibility · scale prompt · alternative
“Only platform connecting citation tracking directly to content production” Kimi K2 · AI visibility · comparative prompt · alternative
“Full‑cycle workflow from visibility data to published content updates.” GLM 4.7 FlashX · AI visibility · comparative 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 AirOps, over the 29 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and AirOps was named but was not.ShowHide
Named alongside
The products named in the same answers as AirOps, over the 29 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and AirOps 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 AirOps. 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 29 of the 29 answers that named AirOps and are not a share of its labels.
Domains cited
airops.comYour site26
blog.hubspot.com17
conductor.com12
business.com10
tryprofound.com10
hubspot.com9
analyticsinsight.net7
rankability.com7
semrush.com7
brandlight.ai6
Eighty-five of the 111 domain citations in answers naming AirOps came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
airops.com is not in Google's top ten for any of the category's searches. In the answers, AirOps takes 2% of first choices and Otterly takes 20%.ShowHide
Search and answers
airops.com is not in Google's top ten for any of the category's searches. In the answers, AirOps takes 2% of first choices and Otterly takes 20%.
ShowHideIn search
Google, US estimatesPosition for “ai visibility and answer engine tracking tool”
–
not in the top ten
Position for “best ai visibility and answer engine tracking tool”
–
not in the top ten
- Searches for its name, Google
- 6,600 a month (“airops”)
- AI search demand for its name, est.
- 31 a month
- Organic visits to its site
- about 2,668 a month
- Searches its site ranks for
- 777 · 46 in the top three
- Sites linking to it
- 4,058
- Paid Google search
- 2 searches its ads show for, about 62 clicks and $1,550 a month (estimate)
In answers
This editionShare of first choices
2%
rank 10 of 90 in AI visibility
Segment leader
20%
Otterly
- First choices
- 2 across its categories
- Named in
- 29 answers
- Its own site cited
- in 29 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 airops.com
1,768
subdomains included
Content
836
counted in the table below
Documentation
287
Product · Integration
6 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 414 | 57 | 2026-09-29 | SEO | |
| Glossary or explainer | 160 | 2 | 2026-09-15 | SEO | |
| Comparison | 115 | 57 | 2026-09-22 | SEO | |
| Webinar or virtual event | 50 | 26 | 2026-09-28 | SEO | |
| Report or ebook | 38 | 0 | 2026-06-16 | SEO | |
| Case study | 19 | 12 | 2026-09-28 | SEO | |
| Conference or event | 13 | 8 | 2026-09-28 | SEO | |
| Template or tool | 13 | 1 | 2026-09-17 | SEO | |
| Podcast or video | 8 | 1 | 2026-09-10 | SEO | |
| News or press | 6 | undated | SEO |
Most recent
- 2026-09-29Ai visibility metrics blog
- 2026-09-29Positioning search strategy blog
- 2026-09-2830 day ai search pipeline recovery sprint blog
- 2026-09-28Airbnb mention rate offsite blog
- 2026-09-28How Angi Built a Longtail Content Strategy that Converts 79% Better case study
- 2026-09-28Brainlabs customer story case study
How it is countedHide how it is counted
Every page airops.com 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.
Names read as AirOps
What the judge wrote, as written, with how often. The vendor table decides that these count as AirOps; a claim can dispute any of them.
Writesonic / AirOps 1
Follow AirOps
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
AirOps is its own company.ShowHide
The company
AirOps is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The AI search and AEO platform that ships the content that gets you cited and tracks your LLM visibility across ChatGPT, Perplexity, Gemini, and Google.
- For
- Marketers and marketing teams
- Price stated
- Free trial available airops.com
- Starting price
- 0 airops.com
- Free plan or trial
- Free trial available airops.com
- Customers named
- RampCartaApolloChimeSanityVennWebflowProduct Marketing Alliance
- Not stated on the pages read
- Integrations, certifications, hosting
What AirOps's own pages state, read September 28, 2026: airops.com, airops.com/pricing, airops.com/platform, airops.com/customer-stories. 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 AirOps'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 AirOps, 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 AirOps by email, built from the raw record of the edition. It shows:
- where AirOps 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 AirOps, 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.