Every category where a model named Scoro 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
Professional services automation	Receivables and billing	2%	8 of 99	12%	40	accepted challenger
Invoicing software	Receivables and billing	0%	39 of 71	0%	1	under 10 labels · led by Zoho Invoice at 24%	newNew since September 2026: not ranked then, 0% now.

Movement

This is the first edition on this tier, so no move can be computed for Scoro yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Scoro across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	3	0	1	4
GPT-5.4 mini	0	1	0	0	1
Gemini 3.5 Flash	0	2	0	0	2
Perplexity Sonar	0	0	1	2	3
Grok 4.1 Fast	0	4	0	1	5
Mistral Small	0	0	0	0	0
DeepSeek V4 Flash	0	4	0	0	4
Llama 4 Maverick	0	1	2	0	3
Qwen 3.7 Flash	0	3	0	0	3
Kimi K2	1	3	1	0	5
GLM 4.7 FlashX	1	4	0	0	5
MiniMax M2.5	0	0	1	0	1
GPT-6 Luna	0	0	1	0	1
Muse Glimmer 30B	0	2	1	1	4

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

Direct27 labels2

Paraphrase13 labelsNone

Comparative21 labels2not counted in share

Budget-constrained16 labelsNone

Scale-constrained8 labels2

Negative17 labels1not counted in share

First choiceAlternativeMentionNegative102 labels in all, every segment counted; 4 of the 7 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 Scoro if you want to replace multiple tools with one affordable system and need strong financial reporting.” GLM 4.7 FlashX · PSA · comparative prompt · first choice

“Kantata and Scoro are strong at your size” Kimi K2 · PSA · scale prompt · first choice

“Scoro is an all-in-one solution where you can manage projects, tasks, sales pipeline, resource allocations, and financials” Claude Haiku 4.5 · PSA · direct prompt · alternative

“Choose Scoro if you want a balanced all-in-one work + financial platform with easy adoption.” DeepSeek V4 Flash · PSA · 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.

“if you need a "pure" PSA, because one industry analysis notes that some vendors market themselves primarily as project management” Perplexity Sonar · PSA · negative prompt · soft negative

“Opinionated setup that's time-consuming to configure, lacks depth for complex billing as firms scale” Grok 4.1 Fast · PSA · negative prompt · soft negative

“Users report that Scoro is sometimes slow, particularly when opening a project with many details” Claude Haiku 4.5 · PSA · negative prompt · soft negative

“Scoro at €26/user/month, so they are less ideal if budget is the primary constraint” Perplexity Sonar · PSA · budget prompt · soft negative

Named alongside

The products named in the same answers as Scoro, over the 102 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Scoro was named but was not.

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ProductSame answerTook the first choice insteadHead to head

BigTime75 of 10225Compare →

Kantata66 of 10216Compare →

Accelo47 of 1020Compare →

Certinia Professional Services Cloud36 of 1022Not among the top eight

Productive31 of 10211Compare →

Rocketlane26 of 1023Compare →

Teamwork.com20 of 1026Compare →

Ruddr14 of 1025Not among the top eight

ConnectWise PSA13 of 1020Not among the top eight

HaloPSA12 of 1020Not among the top eight

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 Scoro. 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 101 of the 102 answers that named Scoro and are not a share of its labels.

Domains cited

scoro.comYour site80

kantata.com73

bigtime.net66

g2.com52

teamwork.com52

learn.g2.com40

rocketlane.com37

uplandsoftware.com35

guideflow.com34

accelo.com31

420 of the 500 domain citations in answers naming Scoro came from somebody else's page.

Pages cited

scoro.com/blog/psa-software-examples72

kantata.com/blog/article/best-professional-services-automation-software71

bigtime.net/blogs/what-is-psa-software46

learn.g2.com/best-professional-services-automation-software40

uplandsoftware.com/psa/professional-services-automation/best-psa-software35

guideflow.com/blog/professional-services-automation-software33

teamwork.com/blog/professional-services-automation-software32

rocketlane.com/blogs/best-psa-software28

Pages are listed as the models cited them.

Search and answers

scoro.com ranks first on Google for the category's searches. In the answers, Scoro takes 2% of first choices and BigTime takes 29%.

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In search

Google, US estimates

Position for “professional services automation platform”

Position for “professional services automation platforms”

–

not in the top ten

Searches for its name, Google: 1,300 a month (“scoro”)
AI search demand for its name, est.: 23 a month
Organic visits to its site: about 4,736 a month
Searches its site ranks for: 1,129 · 137 in the top three
Sites linking to it: 4,013
Paid Google search: 1 searches its ads show for, about 1 clicks and $0 a month (estimate)

Ads on GoogleDetailLess

92 ads · 65 text, 18 video, 9 image · 51 shown in the last 30 days

First shown September 2024, as Scoro Software OÜ, verified. Ads started 2025-11 to 2026-10: 44 in the year, 48 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 8 of 99 in PSA

Segment leader

29%

BigTime

First choices: 4 across its categories
Named in: 102 answers
Its own site cited: in 101 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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

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Addresses on scoro.com

402

subdomains included

Content

262

counted in the table below

Documentation

Product · Integration

3 · 8

Kind	Pages	Last 90 days	Latest	Categories named
Blog	187	11	2026-09-28	ERP systems, Revenue recognition
Comparison	32	0	2026-04-21
Conference or event	18	4	2026-09-22
Case study	16	0	2026-06-10
Webinar or virtual event	6	0	2024-01-30
Podcast or video	2	1	2026-08-24
Glossary or explainer	1	0	2025-08-06

Most recent

2026-09-28Psa software examples blog
2026-09-28Ai powered professional services automation blog
2026-09-28Ai project management blog
2026-09-22The handbook breakfast sessions the sat nav budget nov 2026 conference or event
2026-08-28Whats new in august 2026 blog
2026-08-28Meet thomas what it takes to succeed as account executive blog

How it is countedHide how it is counted

Every page scoro.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 Scoro

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

Scoro is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: The AI powered PSA platform for firms managing projects, resources, and finances across teams, offices, and currencies.
scoro.com
For: agencies, consultancies, and other professional services businesses
scoro.com
Price stated: Combinations start from €15 $17 £13 $24.5 $24 user / month; offers price $26.00 USD scoro.com
Starting price: €15 $17 £13 $24.5 $24 user / month scoro.com
Free plan or trial: 14-day free trial, no credit card required scoro.com
Integrations claimed: 40 scoro.com · 35 scoro.com/pricing pages disagree
Certifications: GDPR-compliantISO 27001 certified
Hosting: Canada (Toronto)Germany (Frankfurt)Sweden (Stockholm)Australia (Sydney)
Customers named: DGA GroupGlobal Production PartnersStratford GroupAava & BangTrust ImpactSignificans AutomationBoulder InsightITCH

What Scoro's own pages state, read October 5, 2026: scoro.com, scoro.com/pricing, scoro.com/security, scoro.com/features/retainers, scoro.com/blog/category/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 Scoro'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 Scoro, 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 Scoro by email, built from the raw record of the edition. It shows:

where Scoro 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 Scoro, 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.