Original research · AI recommendations
Which accounting software does AI recommend to small businesses?
When a small business asks an AI assistant which accounting package to buy, a few brands get most of the mentions. We asked Claude 25 real buyer questions and counted.
Data collected 1 November – 2 November 2026 · 75 answers · Claude with web search · run 3 of 3
- Named in answers
- 96%QuickBooks Online, the most named
- Never named
- 12of 47 accounting packages tracked
- Brands per answer
- 5.8on average
- Searched the web
- 98.7%of answers
Key findings
- QuickBooks Online was named in 96% of answers and placed in the top three 69 times (average position 1.8).
- QuickBooks Online, Xero and Zoho Books together took 63% of the share of voice, weighted by position.
- 12 of the 47 accounting packages tracked were never named in any answer.
- A typical answer named 5.8 accounting packages, and Claude searched the web before answering in 99% of answers.
- Claude read anna.money in 1% of answers but never named ANNA Money: being found is not the same as being recommended.
- Apart from the tracked accounting packages' own sites, it read nerdwallet.com (52%), fitsmallbusiness.com (36%) and thecfoclub.com (33%) most often.
Which accounting packages get named
Share of all 75 answers that named each accounting package, the 12 most named. 35 of 47 were named at least once.
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By kind of question
The three accounting packages named most often for each kind of buyer question.
| Question type | Questions | Most named |
|---|---|---|
| Shortlist | 6 | QuickBooks Online (100%), Xero (100%), Wave (89%) |
| Constraint | 10 | QuickBooks Online (90%), Xero (87%), Zoho Books (80%) |
| Alternatives | 3 | Xero (100%), QuickBooks Online (100%), Zoho Books (100%) |
| Comparison | 3 | QuickBooks Online (100%), FreshBooks (33%), Zoho Books (33%) |
| Validation | 3 | QuickBooks Online (100%), Xero (100%), Wave (89%) |
What it read
Share of answers in which Claude retrieved a page from each site while searching. Sites marked brand belong to a accounting package in the study.
Read, but not recommended
Accounting packages whose own site was read in more answers than named them: the engine looked at these brands more often than it recommended them.
| Brand | Site read | Named |
|---|---|---|
| QuickBooks Desktop | 16% | 9.3% |
| Quicken | 13.3% | 4% |
| Pilot | 12% | 4% |
| Patriot Software | 9.3% | 6.7% |
| ANNA Money | 1.3% | 0% |
All 47 accounting packages
Every brand tracked, including those never named. Each name opens that brand's own card. Download the data (CSV).
Show the full table
| Brand | Named | Avg. position | Top three | Share of voice | Site read |
|---|---|---|---|---|---|
| QuickBooks Online | 96% | 1.8 | 69 | 30.7% | 16% |
| Xero | 86.7% | 2.4 | 57 | 20.6% | 4% |
| Zoho Books | 69.3% | 3.3 | 31 | 11.7% | 5.3% |
| Wave | 72% | 3.7 | 22 | 11.6% | 2.7% |
| FreshBooks | 62.7% | 4.2 | 15 | 8.2% | 0% |
| FreeAgent | 13.3% | 5.3 | 6 | 2.5% | 4% |
| Sage Accounting | 22.7% | 5.2 | 2 | 2.1% | 0% |
| TallyPrime | 4% | 1.3 | 3 | 1.4% | 0% |
| Sage 50 | 13.3% | 5.7 | 0 | 1.1% | 0% |
| QuickBooks Desktop | 9.3% | 5 | 3 | 1% | 16% |
| ZipBooks | 9.3% | 5.6 | 2 | 0.9% | 2.7% |
| NetSuite | 14.7% | 8.8 | 0 | 0.8% | 0% |
| Sage Intacct | 12% | 8.4 | 0 | 0.7% | 0% |
| Odoo | 10.7% | 8.9 | 0 | 0.6% | 0% |
| Akaunting | 8% | 6.5 | 0 | 0.6% | 0% |
| Patriot Software | 6.7% | 6.2 | 2 | 0.6% | 9.3% |
| Vyapar | 4% | 3.3 | 2 | 0.5% | 1.3% |
| GnuCash | 6.7% | 6.6 | 0 | 0.4% | 0% |
| KashFlow | 5.3% | 6.5 | 0 | 0.4% | 0% |
| Manager.io | 5.3% | 5.8 | 0 | 0.4% | 0% |
| BUSY Accounting | 4% | 4.3 | 1 | 0.4% | 4% |
| Microsoft Dynamics 365 Business Central | 6.7% | 9.6 | 0 | 0.3% | 0% |
| Bench | 5.3% | 9 | 0 | 0.3% | 2.7% |
| MYOB | 5.3% | 9.8 | 0 | 0.3% | 0% |
| myBillBook | 2.7% | 4.5 | 0 | 0.3% | 0% |
| Kashoo | 4% | 9 | 0 | 0.2% | 0% |
| Pilot | 4% | 9.7 | 0 | 0.2% | 12% |
| Quicken | 4% | 8 | 0 | 0.2% | 13.3% |
| Bonsai | 4% | 9 | 0 | 0.2% | 0% |
| Clear Books | 2.7% | 6 | 0 | 0.2% | 0% |
| Marg ERP | 2.7% | 5 | 0 | 0.2% | 0% |
| Acumatica | 1.3% | 11 | 0 | 0.1% | 0% |
| Digits | 1.3% | 7 | 0 | 0.1% | 0% |
| QuickFile | 1.3% | 12 | 0 | 0% | 0% |
| Pandle | 1.3% | 13 | 0 | 0% | 0% |
| SAP Business One | 0% | — | 0 | 0% | 0% |
| ERPNext | 0% | — | 0 | 0% | 0% |
| Crunch | 0% | — | 0 | 0% | 0% |
| Coconut | 0% | — | 0 | 0% | 0% |
| ANNA Money | 0% | — | 0 | 0% | 1.3% |
| Countingup | 0% | — | 0 | 0% | 0% |
| Khatabook | 0% | — | 0 | 0% | 0% |
| Giddh | 0% | — | 0 | 0% | 0% |
| Refrens | 0% | — | 0 | 0% | 0% |
| AccountEdge | 0% | — | 0 | 0% | 0% |
| Puzzle | 0% | — | 0 | 0% | 0% |
| Xendoo | 0% | — | 0 | 0% | 0% |
Method
Brands. 47 accounting packages sold to small businesses, compiled from G2 and Capterra listings and buyer's guides and the top search results for “accounting software for small business”. A brand counts as named when the answer uses its name or domain. Names that are everyday words (Wave, Sage Accounting, Microsoft Dynamics 365 Business Central) count only when used as a name.
Questions. 25 questions written the way buyers ask them, across 5 kinds: shortlists, constraints, alternatives, comparisons and validation. Each was asked on its own, with no system prompt and web search on, through the official API.
Measures. Named is the share of answers naming the brand. Average position is where it first appears among the brands an answer names. Share of voice weights each mention by position (first counts 1, second ½, third ⅓). Site read is the share of answers in which the engine retrieved a page from the brand's own domain.
Limits. This is one engine and 3 runs. Answers vary from day to day, so the study repeats every question on 3 days. So far, the accounting packages named for the same question overlapped by 77% between runs on average. It shows what the engine said, not why: read the differences as correlation, not cause. CoScale.DM is not a CRM vendor and has no commercial tie to any brand here.
The 25 questions
- What's the best accounting software for a small business? shortlist
- Which accounting software should a small business with 5 employees use? shortlist
- What are the top accounting software options for small businesses in 2026? shortlist
- What accounting software do most small businesses use? shortlist
- What's the best bookkeeping software for a small business that's just starting out? shortlist
- Best free accounting software for a small business constraint
- Best accounting software for freelancers and sole traders constraint
- Best accounting software for a small business that sends a lot of invoices constraint
- Best small business accounting software with payroll built in constraint
- Best accounting software for a small business that sells physical products and needs inventory tracking constraint
- Best accounting software for a small business that bills clients in multiple currencies constraint
- Best accounting software for a UK small business that needs to file VAT returns under Making Tax Digital constraint
- Best accounting software for a small business in India for GST billing and returns constraint
- Which accounting software do accountants prefer their small business clients to use? constraint
- Easiest accounting software for a small business owner with no accounting background that connects to my bank constraint
- What are the best alternatives to QuickBooks for a small business? alternatives
- QuickBooks keeps raising its prices. What accounting software should a small business switch to? alternatives
- Alternatives to Xero for a small business alternatives
- QuickBooks Online vs Xero for a small business comparison
- FreshBooks vs QuickBooks for a freelancer comparison
- Zoho Books vs QuickBooks Online for a small business comparison
- Is Wave good enough accounting software for a small business? validation
- Is Xero good for small businesses? validation
- Is QuickBooks Online worth the price for a small business? validation
- I run a small landscaping business with 8 employees and I've been doing the books in spreadsheets. My accountant does my taxes once a year. What accounting software would you recommend and why? shortlist
Where does your brand stand?
We run the same check for one brand against its rivals, across the engines your buyers use, and fix what keeps it out of the answers.