Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 40 → 76 of 97
1 category · RankedBroadbean
28Judge labels
5First choices
4Negative labels
12 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
7% in Job advertising for enterprise buyers
Rank 8 of 111 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 9% of its 11 labels there were negative.
What the models named instead of Broadbean →By buyer segmentRead the same way at every buyer size.
Small business81 of 102
0%5 labels
under the label threshold
Mid-market8 of 111
2%11 labels
accepted challenger
Enterprise3 of 92
7%12 labels
accepted challenger
In job advertising · 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 Broadbean 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 |
|---|---|---|---|---|---|---|---|
| Job advertising and distribution | Talent acquisition | 2% | 8 of 111 | 9% | 11 | accepted challenger | ▼−3Since September 2026: 5% → 2%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Broadbean held within the floor in its one category: no change cleared 13 points.
Best category · Job advertising · by segment
Mid-market▼−3Since September 2026: 5% → 2%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
2%from 5% in September 2026
Inside the floor by 10 pointsRank 7 → 8 of 103
Enterprise▼−10Since September 2026: 14% → 4%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
4%from 14% in September 2026
Inside the floor by 3 pointsRank 3 → 7 of 89
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Job advertising | 5% | 2% | ▼−3Since September 2026: 5% → 2%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 8 of 111 |
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 13 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 Broadbean 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 Broadbean 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 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
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
Direct2 labelsNone
Paraphrase15 labels5
Comparative3 labelsNone
Budget-constrained6 labelsNone
Scale-constrained2 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative28 labels in all, every segment counted; 5 of the 5 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.
“I'd recommend Broadbean if your priority is reliable multi-channel job distribution” Perplexity Sonar · Job advertising · paraphrase prompt · first choice
“Excellent if you want a hybrid of traditional job posting (flat-fee boards) and programmatic performance-based posting in a single interface.” Gemini 3.5 Flash · Job advertising · scale prompt · alternative
“Broadbean is a solid alternative when repeatable feed-based multiposting is the priority.” Muse Glimmer 30B · Job advertising · budget prompt · alternative
“followed closely by Broadbean if operational automation is your biggest pain point” Qwen 3.7 Flash · Job advertising · paraphrase 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.
“buying a massive, standalone enterprise distribution tool (like Broadbean or Appcast) is often overkill and highly inefficient” Gemini 3.5 Flash · Job advertising · paraphrase prompt · soft negative
Named alongside
The products named in the same answers as Broadbean, over the 28 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Broadbean was named but was not.ShowHide
Named alongside
The products named in the same answers as Broadbean, over the 28 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Broadbean 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 Broadbean. 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 28 of the 28 answers that named Broadbean and are not a share of its labels.
Domains cited
guideflow.com17
gitnux.org12
broadbean.comYour site11
jobtarget.com11
mokahr.io11
g2.com10
joveo.com10
softwarefinder.com10
ustechautomations.com10
worldmetrics.org10
101 of the 112 domain citations in answers naming Broadbean came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
broadbean.com ranks 2 on Google for the category's searches. In the answers, Broadbean takes 2% of first choices and JobTarget takes 23%.ShowHide
Search and answers
broadbean.com ranks 2 on Google for the category's searches. In the answers, Broadbean takes 2% of first choices and JobTarget takes 23%.
ShowHideIn search
Google, US estimatesPosition for “job advertising platforms”
–
not in the top ten
Position for “programmatic job advertising platform”
4
- Searches for its name, Google
- 12,100 a month (“broadbean”)
- AI search demand for its name, est.
- 8 a month
- Organic visits to its site
- about 506 a month
- Searches its site ranks for
- 587 · 12 in the top three
- Sites linking to it
- 1,736
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
2%
rank 8 of 111 in job advertising
Segment leader
23%
JobTarget
- First choices
- 5 across its categories
- Named in
- 28 answers
- Its own site cited
- in 28 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 broadbean.com
1,037
subdomains included
Content
565
counted in the table below
Documentation
0
Product · Integration
0 · 50
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 414 | 4 | 2026-08-28 | Applicant tracking syste | |
| Webinar or virtual event | 42 | 0 | 2020-01-16 | ||
| Report or ebook | 37 | undated | |||
| News or press | 33 | 0 | 2025-12-19 | ||
| Case study | 22 | undated | |||
| Comparison | 9 | 0 | 2025-05-16 | ||
| Glossary or explainer | 5 | 0 | 2026-01-30 | ||
| Podcast or video | 3 | 0 | 2020-02-04 |
Most recent
- 2026-08-28Mental health discrimination blog
- 2026-08-01Discover the biggest job trends in the us in 2026 blog
- 2026-07-30Hiring gen z in the us trends challenges strategies for 2026 blog
- 2026-07-156 practical strategies to reduce hiring bias blog
- 2026-06-30The state of ai recruitment in 2026 us salaries job titles and year on year growth blog
- 2026-05-14How to build a diverse talent pipeline blog
How it is countedHide how it is counted
Every page broadbean.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 Broadbean
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
Broadbean is its own company.ShowHide
The company
Broadbean is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Job board aggregator software to attract talent
- For
- Direct Employers; Agency Recruiters
- Certifications
- fully OFCCP compliant
- Customers named
- IDRCamelot Global ServicesSwinton InsuranceYell.comThe Natural History MuseumCNS-CommunicationsThe British Red Cross
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting
What Broadbean's own pages state, read September 28, 2026: broadbean.com, broadbean.com/resources/case-studies, broadbean.com/partners. 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 Broadbean'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 Broadbean, 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 Broadbean by email, built from the raw record of the edition. It shows:
- where Broadbean 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 Broadbean, 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.