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

Rocketlane

53Judge labels
6First choices
5Negative labels
13 / 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
6% in PSA for mid-market buyers
Rank 4 of 99 in the mid-market standingaccepted challenger
2 of 14 models made it the first choice on the direct prompt; 14% of its 21 labels there were negative.
What the models named instead of Rocketlane →
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 Rocketlane 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 billing6%4 of 9914%21accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Rocketlane 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 Rocketlane across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.510001
GPT-5.4 mini01001
Gemini 3.5 Flash12003
Perplexity Sonar01023
Grok 4.1 Fast00000
Mistral Small10001
DeepSeek V4 Flash02013
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K201203
GLM 4.7 FlashX10102
MiniMax M2.501203
GPT-6 Luna01001
Muse Glimmer 30B00000

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 labels2
Paraphrase4 labels2
Comparative16 labels2not counted in share
Budget-constrained4 labels1
Scale-constrained6 labels1
Negative9 labelsNone
First choiceAlternativeMentionNegative53 labels in all, every segment counted; 6 of the 8 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.

“Rocketlane is currently leading the pack in innovation” Gemini 3.5 Flash · PSA · direct prompt · first choice
“Rocketlane (best overall with AI-powered Nitro agents)” Claude Haiku 4.5 · PSA · comparative prompt · first choice
“Kantata and Rocketlane are the top choices” Mistral Small · PSA · direct prompt · first choice
“Top Recommendation: Rocketlane” GLM 4.7 FlashX · PSA · paraphrase 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.

“if your use case is not services-delivery-heavy, because these are positioned as specialized PSA platforms ... may be overbuilt for simpler needs” Perplexity Sonar · PSA · negative prompt · soft negative
“more expensive or positioned for larger teams, such as Rocketlane at $19/user/month” Perplexity Sonar · PSA · budget prompt · soft negative
“Moderate Caution – Great for onboarding, shallow on financial depth.” DeepSeek V4 Flash · PSA · negative prompt · soft negative

Named alongside

The products named in the same answers as Rocketlane, over the 53 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rocketlane was named but was not.
ShowHide
ProductSame answerTook the first choice insteadHead to head
Certinia Professional Services Cloud31 of 535Not among the top eight
ConnectWise PSA11 of 530Not among the top eight
Workday PSA11 of 530Not among the top eight
Autotask7 of 530Not 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 Rocketlane. 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 53 of the 53 answers that named Rocketlane and are not a share of its labels.

Domains cited

kantata.com38
rocketlane.comYour site37
g2.com28
bigtime.net27
scoro.com26
guideflow.com22
teamwork.com22
learn.g2.com17
uplandsoftware.com16
assembly.com13

209 of the 246 domain citations in answers naming Rocketlane came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

rocketlane.com is not in Google's top ten for any of the category's searches. In the answers, Rocketlane takes 6% of first choices and BigTime takes 29%.
ShowHide

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
3,600 a month (“rocketlane”)
AI search demand for its name, est.
52 a month
Organic visits to its site
about 15,010 a month
Searches its site ranks for
3,619 · 156 in the top three
Sites linking to it
1,453
Paid Google search
6 searches its ads show for, about 302 clicks and $7,649 a month (estimate)
Ads on GoogleDetailLess
120+ ads · 118 text, 2 video · 55 shown in the last 30 days

First shown February 2023, as Rocketlane Corp., verified. Ads started 2025-10 to 2026-09: 72 in the year, 48 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
6%
rank 4 of 99 in PSA
Segment leader
29%
BigTime
First choices
6 across its categories
Named in
53 answers
Its own site cited
in 53 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
Addresses on rocketlane.com
3,777
subdomains included
Content
2,408
counted in the table below
Documentation
1
Product · Integration
21 · 6
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog1,234undatedRevenue recognition, Expense management
Podcast or video488undated
Conference or event190undated
Case study124undated
News or press118undatedExpense management
Comparison94undated
Webinar or virtual event73undated
Glossary or explainer72undated
Template or tool1402024-07-18
Report or ebook1undated

Events in person

Upcoming
Last twelve months

As the event pages on rocketlane.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page rocketlane.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 Rocketlane

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

Rocketlane is its own company.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
Rocketlane is the world's first Agentic Professional Services Automation (PSA) platform.
For
Professional Services
Price stated
Pricing rocketlane.com
Free plan or trial
free trial rocketlane.com
Customers named
Hapi CloudFluxxObserve.AIGamifyGoCardlessSupportLogicEarthwise PetsBigChange
Not stated on the pages read
Starting price, integrations, certifications, hosting

What Rocketlane's own pages state, read September 28, 2026: rocketlane.com. 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 Rocketlane'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 Rocketlane, 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 Rocketlane by email, built from the raw record of the edition. It shows:

  • where Rocketlane 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 Rocketlane, 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 rocketlane.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.