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 73 → 69 of 75
1 category · RankedBloomfire
36Judge labels
1First choices
4Negative labels
11 / 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
2% in Knowledge base for enterprise buyers
Rank 25 of 88 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 12% of its 8 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business71 of 77
0%3 labels
under the label threshold
Mid-market25 of 88
0%8 labels
under the label threshold
Enterprise8 of 85
2%22 labels
accepted challenger
In knowledge base · 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 Bloomfire 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 |
|---|---|---|---|---|---|---|---|
| Knowledge base and self-service | Customer | 0% | 25 of 88 | 12% | 8 | under 10 labels · led by Notion 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, Bloomfire held within the floor in its one category: no change cleared 11 points.
Best category · Knowledge base · 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 20 → 25 of 85
Enterprise=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 8 of 79, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Knowledge base | 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 20 → 25 of 88 |
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 Bloomfire 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 Bloomfire 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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| 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
Direct6 labels1
Paraphrase1 labelNone
Comparative17 labelsNone
Budget-constrained4 labelsNone
Scale-constrained4 labelsNone
Negative4 labelsNone
First choiceAlternativeMentionNegative36 labels in all, every segment counted; 1 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.
“Choose Bloomfire if: You're an enterprise needing powerful search across apps” GLM 4.7 FlashX · Knowledge base · comparative prompt · alternative
“Need deep indexing of videos, PDFs, and mixed media? → Bloomfire” DeepSeek V4 Flash · Knowledge base · 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.
“Polarizing search: Simultaneously its most praised AND most criticized feature” Kimi K2 · Knowledge base · negative prompt · soft negative
Named alongside
The products named in the same answers as Bloomfire, over the 36 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Bloomfire was named but was not.ShowHide
Named alongside
The products named in the same answers as Bloomfire, over the 36 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Bloomfire 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 Bloomfire. 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 35 of the 36 answers that named Bloomfire and are not a share of its labels.
Domains cited
slite.com21
learn.g2.com20
ones.com16
bloomfire.comYour site12
mangoapps.com12
document360.com11
plain.com11
zendesk.com11
g2.com10
resources.rework.com10
122 of the 134 domain citations in answers naming Bloomfire came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
bloomfire.com is not in Google's top ten for any of the category's searches. In the answers, Bloomfire takes 0% of first choices and Notion takes 21%.ShowHide
Search and answers
bloomfire.com is not in Google's top ten for any of the category's searches. In the answers, Bloomfire takes 0% of first choices and Notion takes 21%.
ShowHideIn search
Google, US estimatesPosition for “knowledge base software”
–
not in the top ten
Position for “best knowledge base software”
–
not in the top ten
- Searches for its name, Google
- 1,000 a month (“bloomfire”)
- AI search demand for its name, est.
- 13 a month
- Organic visits to its site
- about 127,219 a month
- Searches its site ranks for
- 5,115 · 883 in the top three
- Sites linking to it
- 3,185
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 25 of 88 in knowledge base
Segment leader
21%
Notion
- First choices
- 1 across its categories
- Named in
- 36 answers
- Its own site cited
- in 35 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 bloomfire.com
868
subdomains included
Content
770
counted in the table below
Documentation
0
Product · Integration
19 · 4
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 520 | undated | Knowledge base, CRM | ||
| News or press | 121 | undated | |||
| Case study | 35 | undated | |||
| Conference or event | 34 | undated | |||
| Glossary or explainer | 19 | undated | |||
| Comparison | 18 | undated | |||
| Webinar or virtual event | 17 | undated | |||
| Template or tool | 4 | undated | |||
| Report or ebook | 2 | undated |
How it is countedHide how it is counted
Every page bloomfire.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.
Follow Bloomfire
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
Bloomfire.ShowHide
The company
Bloomfire.
ShowHideOn record
Wikidata- Website
- bloomfire.com
- Headquarters
- Littleton, United States
- Founded
- 2010
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
In its own words
Stated by the vendor, not checked- Positioning
- AI-Based Knowledge Management Software System
- For
- organizations
- Price stated
- Estimate Pricing bloomfire.com/pricing
- Free plan or trial
- Take a Test Drive bloomfire.com
- Integrations claimed
- 25 bloomfire.com/platform
- Certifications
- SOC2GDPRSOC 2 Type II compliantSOC 2HIPAASOC 2 Type II
- Customers named
- GlanbiaPerformance NutritionBord BiaIrish Food BoardMGM Resorts InternationalMGMAsure SoftwareResearch & Consulting FirmDexcom
- Not stated on the pages read
- Starting price, hosting
What Bloomfire's own pages state, read September 28, 2026: bloomfire.com, bloomfire.com/pricing, bloomfire.com/security, bloomfire.com/platform, bloomfire.com/case-studies. 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 Bloomfire'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 Bloomfire, 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 Bloomfire by email, built from the raw record of the edition. It shows:
- where Bloomfire 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 Bloomfire, 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.