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 87 → 82 of 92
1 category · Named, not rankedGauge
6Judge labels
0First choices
1Negative labels
6 / 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.
Standing
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Gauge was named 1 time in AI visibility, 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 business84 of 94
0%3 labels
under the label threshold
Mid-market51 of 90
0%1 label
under the label threshold
Enterprise24 of 79
0%2 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 Gauge 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 | 0% | 51 of 90 | 0% | 1 | under 10 labels · led by Otterly at 20% | =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, Gauge held within the floor in its one category: no change cleared 11 points.
Best category · AI visibility · 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 → 49 of 85
Enterprise=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 49 → 38 of 74
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| AI visibility | 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 → 51 of 90 |
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 Gauge 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 Gauge 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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
Direct3 labelsNone
Paraphrase0 labelsNone
Comparative3 labels1not counted in share
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative6 labels in all, every segment counted; 0 of the 1 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.
“Actionable optimization suite with content‑audit and workflow tools.” 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 Gauge, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Gauge was named but was not.ShowHide
Named alongside
The products named in the same answers as Gauge, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Gauge 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 Gauge. 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 6 of the 6 answers that named Gauge and are not a share of its labels.
Domains cited
airops.com4
blog.hubspot.com4
tryprofound.com4
wellows.com4
business.com3
geoptie.com2
gracker.ai2
hubspot.com2
withgauge.comYour site2
writesonic.com2
Twenty-seven of the twenty-nine domain citations in answers naming Gauge came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on withgauge.com
360
subdomains included
Content
140
counted in the table below
Documentation
184
Product · Integration
8 · 0
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 108 | undated | SEO, AI marketing agents | ||
| Comparison | 19 | undated | SEO | ||
| Report or ebook | 7 | undated | |||
| Glossary or explainer | 5 | undated | |||
| Template or tool | 1 | undated |
How it is countedHide how it is counted
Every page withgauge.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. Read October 5, 2026.
Names read as Gauge
What the judge wrote, as written, with how often. The vendor table decides that these count as Gauge; a claim can dispute any of them.
Gauge (formerly Gauge.ai) 1
Follow Gauge
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
Gauge is its own company.ShowHide
The company
Gauge is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI Visibility & GEO Platform
- For
- marketers
- Price stated
- Gauge offers two plans: Growth (most popular) - $599 monthly for 600 prompts run through all leading models daily with 18 articles created by Gauge's content engine monthly Enterprise - custom plans and pricing for larger firms withgauge.com
- Starting price
- 599 withgauge.com
- Free plan or trial
- Start for free withgauge.com
- Integrations claimed
- 3 withgauge.com/pricing · 4 withgauge.com/features/ask-gauge pages disagree
- Hosting
- San FranciscoUS
- Customers named
- MotherDuckBraintrustSupabasePostHogResendMintlifyVellumAmpa Health
- Not stated on the pages read
- Certifications
What Gauge's own pages state, read October 5, 2026: withgauge.com, withgauge.com/pricing, trust.withgauge.com, withgauge.com/features/ask-gauge. 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 Gauge'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 Gauge, 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 Gauge by email, built from the raw record of the edition. It shows:
- where Gauge 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 Gauge, 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.