| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Social media management | Marketing | 24% | 2 of 53 | 21% | 48 | accepted challenger | ▲+5Since September 2026: 20% → 25%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Content marketing platforms | Marketing | 2% | 10 of 135 | 0% | 13 | accepted challenger | ▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Audience and consumer insights platforms | Marketing | 2% | 13 of 155 | 0% | 4 | under 10 labels · led by SparkToro at 19% | |
| Search and social advertising platforms | Marketing | 2% | 21 of 113 | 0% | 2 | under 10 labels · led by Google Ads at 13% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Ecommerce marketing | Marketing | 0% | 15 of 115 | 0% | 9 | under 10 labels · led by HubSpot Marketing Hub at 38% | =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% | 37 of 157 | 0% | 5 | under 10 labels · led by HubSpot Breeze at 24% | |
| Employee advocacy platforms | Marketing | 0% | 30 of 64 | 0% | 2 | under 10 labels · led by DSMN8 at 21% | |
| Channel partner and local marketing | Partner and channel | 0% | 47 of 124 | 0% | 1 | under 10 labels · led by Channelscaler at 10% | newNew since September 2026: not ranked then, 0% now. |
| Marketing resource management | Marketing | 0% | 43 of 110 | 0% | 1 | under 10 labels · led by Wrike for Marketing at 24% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Social media | 20% | 25% | ▲+5Since September 2026: 20% → 25%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 of 53, unchanged |
| Content marketing | 5% | 0% | ▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 10 of 135 |
| Audience insights | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 13 of 155, unchanged |
| Paid ads | 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 18 → 21 of 113 |
| Ecommerce marketing | 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 21 → 15 of 115 |
| AI marketing agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 37 of 157, unchanged |
| Employee advocacy | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 30 of 64, unchanged |
| Channel marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 47 of 124, unchanged |
| Marketing resource mgt | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 43 of 110, 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 | 3 | 1 | 0 | 4 |
| GPT-5.4 mini | 1 | 1 | 1 | 2 | 5 |
| Gemini 3.5 Flash | 3 | 1 | 1 | 2 | 7 |
| Perplexity Sonar | 1 | 3 | 0 | 0 | 4 |
| Grok 4.20 | 1 | 1 | 4 | 2 | 8 |
| Mistral Small | 1 | 3 | 2 | 0 | 6 |
| DeepSeek V4 Flash | 1 | 2 | 2 | 1 | 6 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 4 | 1 | 1 | 7 |
| Kimi K2 | 2 | 3 | 1 | 1 | 7 |
| GLM 4.7 FlashX | 2 | 4 | 2 | 1 | 9 |
| MiniMax M2.5 | 2 | 5 | 4 | 0 | 11 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 3 | 2 | 1 | 0 | 6 |
Verbatim evidence the judge attached to positive labels.
“For most small companies just starting out, Buffer or Metricool provide the best combination of ease-of-use, essential features, and low cost.” Qwen 3.7 Flash · Social media · budget prompt · first choice
“Best overall value: Buffer offers a robust free plan and affordable per-channel pricing ($6 per month), making it the top choice for small teams.” Muse Glimmer 30B · Social media · budget prompt · first choice
“Buffer is the best all-around choice because it offers a free plan and low-cost paid plans starting at $6 per month per channel” Perplexity Sonar · Social media · budget prompt · first choice
“Go with Buffer if you only have 2 or 3 social channels and want a simple, highly affordable paid scheduler” Gemini 3.5 Flash · Social media · 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.
“Reports of security concerns ... unauthorized charges post-cancellation, and frequent post failures” Grok 4.20 · Social media · negative prompt · hard negative
“Buffer's public incident history shows multiple disruptions in 2025–2026, including duplicate scheduled posts” GPT-5.4 mini · Social media · negative prompt · soft negative
“Posts occasionally fail to publish despite appearing scheduled... power users often outgrow it quickly” Qwen 3.7 Flash · Social media · negative prompt · soft negative
“Fine for solo freelancers, but be cautious if you need serious analytics or team collaboration.” DeepSeek V4 Flash · Social media · 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 227 of the 239 answers that named Buffer and are not a share of its labels.
473 of the 612 domain citations in answers naming Buffer 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 | 2,314 | 98 | 2026-09-29 | ||
| Report or ebook | 79 | 19 | 2026-09-29 | ||
| Case study | 37 | 16 | 2026-09-24 | ||
| Comparison | 24 | 13 | 2026-09-29 | ||
| Podcast or video | 17 | 3 | 2026-09-29 | ||
| Conference or event | 13 | 1 | 2026-09-29 | ||
| Glossary or explainer | 7 | 1 | 2026-09-29 | ||
| News or press | 6 | 0 | 2026-03-10 | ||
| Template or tool | 3 | 2 | 2026-09-29 | ||
| Webinar or virtual event | 1 | undated |
Every page buffer.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 Buffer's own pages state, read September 28, 2026: buffer.com, buffer.com/pricing, buffer.com/resources/case-studies, buffer.com/partners. 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 Buffer'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 Buffer, 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 Buffer by email, built from the raw record of the edition. It shows:
Buffer is among the products AI models recommend first in Social media management this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.