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Finance AI Index
Index › Products › Accelo · October 2026 Edition
1 category · Ranked

Accelo

63Judge labels
2First choices
7Negative labels
14 / 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
4% in PSA for mid-market buyers
Rank 6 of 99 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 4% of its 25 labels there were negative.
What the models named instead of Accelo →
By buyer segmentRead the same way at every buyer size.
In psa · 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 Accelo 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Professional services automationReceivables and billing4%6 of 994%25accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Accelo 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 Accelo across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.503014
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar01102
Grok 4.1 Fast03104
Mistral Small11002
DeepSeek V4 Flash03003
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K201001
GLM 4.7 FlashX01001
MiniMax M2.510102
GPT-6 Luna00101
Muse Glimmer 30B00303

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
Direct14 labelsNone
Paraphrase12 labels2
Comparative21 labels1not counted in share
Budget-constrained3 labelsNone
Scale-constrained5 labelsNone
Negative8 labelsNone
First choiceAlternativeMentionNegative63 labels in all, every segment counted; 2 of the 3 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 starting with BigTime or Accelo” MiniMax M2.5 · PSA · paraphrase prompt · first choice
“BigTime and Accelo are top recommendations” Mistral Small · PSA · paraphrase prompt · first choice
“Best for: Small-to-midsize boutique services firms looking for a "quote-to-cash" automated workflow.” Gemini 3.5 Flash · PSA · comparative prompt · alternative
“Best For: Agile service firms and agencies looking to streamline client communication and billing.” Qwen 3.7 Flash · PSA · direct 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.

“Some users report slow onboarding, poor support, and billing issues” Claude Haiku 4.5 · PSA · negative prompt · soft negative

Named alongside

The products named in the same answers as Accelo, over the 63 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Accelo was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Certinia Professional Services Cloud23 of 631Not among the top eight
Ruddr10 of 634Not among the top eight
Syncro8 of 632Not among the top eight
Wrike8 of 631Not 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 Accelo. 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 63 of the 63 answers that named Accelo and are not a share of its labels.

Domains cited

bigtime.net48
scoro.com42
kantata.com41
g2.com32
accelo.comYour site30
teamwork.com29
uplandsoftware.com27
rocketlane.com26
learn.g2.com23
guideflow.com20

288 of the 318 domain citations in answers naming Accelo came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

accelo.com is not in Google's top ten for any of the category's searches. In the answers, Accelo takes 4% of first choices and BigTime takes 29%.
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In search

Google, US estimates
Position for “professional services automation platform”
–
not in the top ten
Position for “professional services automation platforms”
–
not in the top ten
Searches for its name, Google
1,300 a month (“accelo”)
AI search demand for its name, est.
14 a month
Organic visits to its site
about 9,819 a month
Searches its site ranks for
4,294 · 118 in the top three
Sites linking to it
4,116
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
9 ads · 9 text · 9 shown in the last 30 days

First shown June 2026, as Accelo, verified. Ads started 2025-11 to 2026-10: 9 in the year.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
4%
rank 6 of 99 in PSA
Segment leader
29%
BigTime
First choices
2 across its categories
Named in
63 answers
Its own site cited
in 63 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 accelo.com
1,476
subdomains included
Content
1,298
counted in the table below
Documentation
91
Product · Integration
10 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Blog469442026-10-02PSA, Accounting software
Report or ebook39822026-08-14PSA
Glossary or explainer13802025-01-16PSA, Revenue recognition
Podcast or video10502021-03-17
Case study94undated
Webinar or virtual event5802024-12-04PSA
Comparison2912026-10-02
Conference or event502026-03-05
Template or tool2undatedPSA
How it is countedHide how it is counted

Every page accelo.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 October 5, 2026.

Follow Accelo

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

Accelo is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI-powered PSA software for professional services firms
For
professional services firms
Price stated
Contact for pricing accelo.com
Starting price
0 accelo.com
Integrations claimed
10 accelo.com · 25 accelo.com/integrations pages disagree
Certifications
SOC 2 Type 2AWS Service Organization Controls (SOC 1, SOC 2, and SOC 3) ReportsPCI DSS Level 1ISO 27017ISO 27018ISO 9001FIPS 140-2
Hosting
EU (Ireland) / eu-west-1EU (Germany) / eu-central-1United States / us-west-2Australia / ap-southeast-2
Customers named
SprykerCandyspaceThrive DigitalWeidert GroupPivot GroupCore Information Technologies
Not stated on the pages read
Free plan or trial

What Accelo's own pages state, read October 5, 2026: accelo.com, accelo.com/company/security, accelo.com/solution/client-management, accelo.com/integrations. 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 Accelo'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 Accelo, 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 Accelo by email, built from the raw record of the edition. It shows:

  • where Accelo 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 Accelo, 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.
The subscriber app

A verification link goes to your work email; an address at accelo.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.