| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| SEO and content optimization platforms | Marketing | 7% | 6 of 78 | 30% | 10 | criticized challenger | ▼−4Since September 2026: 12% → 8%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI visibility and answer engine tracking tools | Marketing | 2% | 20 of 90 | 50% | 2 | under 10 labels · led by Otterly at 20% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Market intelligence platforms | GTM data and infrastructure | 0% | 50 of 172 | 0% | 2 | under 10 labels · led by Apollo.io at 17% | |
| Ecommerce marketing | Marketing | 0% | 80 of 115 | 0% | 1 | under 10 labels · led by HubSpot Marketing Hub at 38% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| SEO | 12% | 8% | ▼−4Since September 2026: 12% → 8%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 6 of 78 |
| AI visibility | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 103 → 20 of 90 |
| Market intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 50 of 172, unchanged |
| Ecommerce marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 80 of 115, 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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.1 Fast | 1 | 0 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 2 | 0 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 1 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
Verbatim evidence the judge attached to positive labels.
“Ubersuggest – Best Overall Budget Choice ... Why It Wins: Lowest starting price in the category” GLM 4.7 FlashX · SEO · budget prompt · first choice
“I'd suggest starting with Ubersuggest ($20/month) or Ranktracker (free tier)” MiniMax M2.5 · SEO · budget prompt · first choice
“If your budget is under $30/month: Go with Ubersuggest” DeepSeek V4 Flash · AI visibility · budget prompt · first choice
“Ubersuggest — Best Overall Budget Option” DeepSeek V4 Flash · SEO · budget prompt · first choice
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.
“listed by one reviewer among tools they do not recommend” Perplexity Sonar · SEO · negative prompt · hard negative
“One tool hid actionable data behind paywalls. Another gave completely fake results ... The third required account creation before showing anything.” Muse Glimmer 30B · AI visibility · negative prompt · soft negative
“Budget tool with persistent accuracy/quality gripes; fine for basics, but don't rely on it solo.” Grok 4.1 Fast · SEO · negative prompt · soft negative
“Ubersuggest's data accuracy ... lags behind premium tools like Ahrefs and Semrush by 20–40%” DeepSeek V4 Flash · SEO · negative prompt · soft negative
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 54 answers that named Ubersuggest and are not a share of its labels.
139 of the 139 domain citations in answers naming Ubersuggest came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,914 | 24 | 2026-09-28 | SEO, Ecommerce marketing | |
| Comparison | 140 | 0 | 2025-12-05 | SEO | |
| Report or ebook | 86 | 0 | 2025-05-12 | SEO | |
| Glossary or explainer | 27 | 0 | 2026-06-29 | SEO | |
| Podcast or video | 14 | 0 | 2024-06-07 | SEO | |
| Webinar or virtual event | 11 | 0 | 2025-05-03 | Direct mail | |
| Template or tool | 9 | 0 | 2025-10-28 | SEO | |
| Case study | 7 | 0 | 2023-07-02 | SEO | |
| Conference or event | 1 | undated | |||
| News or press | 1 | undated |
Every page neilpatel.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.
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.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata
What Ubersuggest's own pages state, read September 28, 2026: neilpatel.com, neilpatel.com/br/blog/compliance, neilpatel.com/marketing-stats/platform-engagement-by-age-group, neilpatel.com/training/youtube-unlocked/case-studies. A claimed page can correct any of them.
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 Ubersuggest'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 Ubersuggest, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Ubersuggest by email, built from the raw record of the edition. It shows: