Small business=heldSince September 2026: 9% → 8%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
8%from 9% in September 2026
Inside the floor by 10 pointsRank 3 of 158, unchanged
2 categories · Rankedoboloo
37Judge labels
23First choices
2Negative labels
12 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
15% in Strategic sourcing for mid-market buyers
Rank 1 of 128 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 oboloo →By buyer segmentStrongest at mid-market.
Small business3 of 166
11%14 labels
accepted challenger
Mid-market1 of 128
15%11 labels
accepted challenger
Enterprisenot named
0%
No model named it for this buyer.
In strategic sourcing · 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 oboloo 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 |
|---|---|---|---|---|---|---|---|
| Strategic sourcing | Spend and procurement | 15% | 1 of 128 | 9% | 11 | accepted challenger | ▲+3Since September 2026: 11% → 14%, +3 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Supplier management | Spend and procurement | 9% | 4 of 111 | 0% | 6 | under 10 labels · led by Precoro at 14% | ▲+2Since September 2026: 6% → 8%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, oboloo held within the floor in all two categories: no change cleared 10 points.
Best category · Strategic sourcing · by segment
Mid-market▲+3Since September 2026: 11% → 14%, +3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
14%from 11% in September 2026
Inside the floor by 7 pointsRank 4 of 120, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Strategic sourcing | 11% | 14% | ▲+3Since September 2026: 11% → 14%, +3 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 1 of 128 |
| Supplier management | 6% | 8% | ▲+2Since September 2026: 6% → 8%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 4 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 10 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 oboloo 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 oboloo 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 | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 1 | 0 | 0 | 1 | 2 |
| Grok 4.1 Fast | 2 | 0 | 0 | 0 | 2 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 2 | 0 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 2 | 0 | 0 | 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
Direct3 labelsNone
Paraphrase3 labelsNone
Comparative0 labelsNone
Budget-constrained28 labels23
Scale-constrained2 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative37 labels in all, every segment counted; 23 of the 23 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.
“oboloo is highly rated (4.8/5) and offers a "free forever" cloud-based e-procurement software suite... a strong choice for small businesses” Mistral Small · Strategic sourcing · budget prompt · first choice
“oboloo — Best Free Option ... It's the only truly free-forever procurement platform with full supplier management capabilities” Kimi K2 · Supplier management · budget prompt · first choice
“If you need a truly zero-cost start, oboloo's free-forever plan and Tradogram's 1-user free tier are the lowest floor options.” Muse Glimmer 30B · Strategic sourcing · budget prompt · first choice
“If you need truly zero cost to start, oboloo free-forever and Tradogram's free tier are the lowest-risk entry points.” Muse Glimmer 30B · Supplier management · budget prompt · first choice
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.
“better suited to small and medium enterprises ... rather than a larger mid-market deployment” Perplexity Sonar · Strategic sourcing · paraphrase prompt · soft negative
Named alongside
The products named in the same answers as oboloo, over the 37 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and oboloo was named but was not.ShowHide
Named alongside
The products named in the same answers as oboloo, over the 37 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and oboloo 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 oboloo. 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 37 of the 37 answers that named oboloo and are not a share of its labels.
Domains cited
sourceforge.net29
softwareconnect.com25
g2.com23
spendflo.com21
softwaresuggest.com19
softwareadvice.com17
getapp.com14
us.fitgap.com14
oboloo.comYour site12
selecthub.com12
174 of the 186 domain citations in answers naming oboloo came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where oboloo stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where oboloo stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimatesPosition for “sourcing tools”
–
not in the top ten
Position for “strategic sourcing software”
–
not in the top ten
- Searches for its name, Google
- 20 a month (“oboloo”)
- AI search demand for its name, est.
- 0 a month
- Organic visits to its site
- about 11,787 a month
- Searches its site ranks for
- 4,536 · 28 in the top three
- Sites linking to it
- 1,323
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US
In answers
This editionShare of first choices
15%
rank 1 of 128 in strategic sourcing
First choices
23
across its categories
- Named in
- 37 answers
- Its own site cited
- in 37 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 oboloo.com
1,800
subdomains included
Content
1,553
counted in the table below
Documentation
152
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 903 | 0 | 2026-06-03 | Supplier management, Strategic sourcing | |
| Glossary or explainer | 496 | 0 | 2026-04-28 | Supplier management, Strategic sourcing | |
| Template or tool | 78 | 0 | 2026-06-17 | ||
| Comparison | 72 | 0 | 2026-05-12 | Procure-to-pay | |
| Case study | 2 | 0 | 2026-04-28 | ||
| Report or ebook | 1 | 0 | 2026-04-28 | ||
| News or press | 1 | 0 | 2026-03-26 |
Most recent
- 2026-06-17Free rfp checklist what to include before you send to suppliers template or tool
- 2026-06-03Should you use a spreadsheet for rfp comparison probably not blog
- 2026-06-03Free rfp checklist template or tool
- 2026-05-22Free contract approval workflow template or tool
- 2026-05-22Free contract compliance checklist template or tool
- 2026-05-22Free contract lifecycle checklist template or tool
How it is countedHide how it is counted
Every page oboloo.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 September 29, 2026.
Names read as oboloo
What the judge wrote, as written, with how often. The vendor table decides that these count as oboloo; a claim can dispute any of them.
Oboloo 4
Follow oboloo
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
oboloo is its own company.ShowHide
The company
oboloo is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The free forever procurement software.
- For
- SMEs and charities
- Price stated
- Free-forever plan: $0/month. Supplier Plus: $28/month. Sourcing Plus: $25/month. Contract Plus: $10/month. Savings Plus: $20/month. oboloo.com
- Starting price
- 0 oboloo.com
- Free plan or trial
- Free forever plan with all core modules included; includes a 14-day free trial of all Plus plans. oboloo.com
- Integrations claimed
- 8000 oboloo.com
- Certifications
- Security Score
- Customers named
- OpenorgPSR
- Not stated on the pages read
- Hosting
What oboloo's own pages state, read September 28, 2026: oboloo.com, oboloo.com/pricing. 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 oboloo'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 oboloo, 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 oboloo by email, built from the raw record of the edition. It shows:
- where oboloo 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 oboloo, 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.
Badges
Wins only: a badge exists where oboloo is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.ShowHide
Badges
Wins only: a badge exists where oboloo is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideAI models recommend oboloo first in Strategic sourcing 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.
Wide · 320 × 104 Website, beside other badges
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
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.