HIGH SALIENCE / RESEARCH / BRANDS / WAVE
BRAND DATA · ACCOUNTING · CHATGPT, SEPTEMBER 2026
How ChatGPT Recommends Wave
To see how ChatGPT recommends Wave, we asked it 100 buyer questions about accounting software, with web search on, and had two independent AI readers code every answer. In accounting software, ChatGPT positions Wave for a specific buyer: the label it used most was "Very small businesses". This page shows who ChatGPT says Wave is for, how it does in head-to-head questions, what ChatGPT suggests instead of it, which sources sit behind its picks and which brands ChatGPT names alongside it.
BY BIKE HAWLEY, FOUNDER · PUBLISHED · UPDATED
01The Numbers
How often does ChatGPT recommend Wave?
Across 100 accounting software questions, Wave appeared in 38 answers (tied for rank 4 among all brands named), was recommended in 37 (rank 5) and was ChatGPT's own pick in 27 (rank 5). That is a pick rate of 71% of its appearances, close to the 8-brand median of 72% for brands named 10 or more times in this teardown.
When ChatGPT picked Wave, it named it first among the brands it picked in 8 of those 27 answers. On the 20 direct advice questions ("which should I use"), ChatGPT picked it in 4 and recommended it in 6.
| Question type | Questions | Wave appeared | Wave recommended | Wave picked |
|---|---|---|---|---|
| Category ("best X software") | 30 | 16 | 16 | 10 |
| Head-to-head ("X vs Y") | 30 | 5 | 5 | 5 |
| Alternatives ("X alternatives") | 20 | 11 | 10 | 8 |
| Advice ("which X should I use") | 20 | 6 | 6 | 4 |
| All questions | 100 | 38 | 37 | 27 |
02Positioning
Who ChatGPT says Wave is for
These are the labels ChatGPT attached to Wave in its accounting software answers, taken from "best for" table columns and scenario lists and quoted as written. We found 30 such labels for Wave in this category; the most frequent are below.
- "Very small businesses" (4 answers)
- "Very small/simple businesses" (2 answers)
- "You want free"
- "Tiny teams wanting free basics"
- "Very small businesses/solopreneurs"
- "Pre-revenue founders and bootstrappers"
If this is not how you describe your product, that gap is the first thing to fix: AI answers repeat the positioning they find most often across the sources they read.
03Head to Head
Wave vs competitors: who ChatGPT picks
In 5 head-to-head accounting software questions that named Wave against at least one competitor, ChatGPT picked both Wave and at least one named rival in 5, only Wave in 0, and only a rival in 0. In every one of them ChatGPT made both Wave and a rival its picks instead of declaring a single winner.
| Question | Rival named | Wave | Rival picked |
|---|---|---|---|
| quickbooks vs wave | QuickBooks | Picked | QuickBooks |
| freshbooks vs wave | FreshBooks | Picked | FreshBooks |
| wave vs zoho books | Zoho Books | Picked | Zoho Books |
| quickbooks vs wave vs zoho books | QuickBooks, Zoho Books | Picked | QuickBooks, Zoho Books |
| wave or zoho books for a startup | Zoho Books | Picked | Zoho Books |
04Alternatives
Wave alternatives: what ChatGPT suggests
To see what ChatGPT suggests instead of Wave, we asked 1 question about alternatives to it ("wave accounting alternatives").
The brands ChatGPT picked in that answer:
- FreshBooks
- QuickBooks
- Xero
- Zoho Books
05Sources
Sources ChatGPT cites when it picks Wave
The 27 accounting software answers in which ChatGPT picked Wave carried 92 source citations in total. The most-cited domains in those answers:
- nerdwallet.com (review or media): 16
- intuit.com (vendor site): 8
- fitsmallbusiness.com (review or media): 8
- waveapps.com (vendor site): 8
- zoho.com (vendor site): 7
- cnbc.com (other third party): 3
Across all 37 answers that recommended Wave, picked or not, there were 118 citations.
Wave's own site (waveapps.com) was cited 10 times across all 100 answers in the category, in 10 different answers.
Google check: for 18 of the 27 questions where ChatGPT picked Wave, waveapps.com also ranked in Google's top ten organic results for the same question. So its Google rankings and its ChatGPT picks mostly overlap.
06Competitive Set
Who ChatGPT names alongside Wave
These are the brands ChatGPT named alongside Wave most often in accounting software answers, and in how many of those answers ChatGPT picked them. This is the competitive set ChatGPT has built for it, which is not always the one a vendor would choose.
- QuickBooks: in 29 of Wave's 38 answers, picked in 24
- Zoho Books: in 28 of Wave's 38 answers, picked in 20
- FreshBooks: in 26 of Wave's 38 answers, picked in 20
- Xero: in 25 of Wave's 38 answers, picked in 21
- Sage: in 5 of Wave's 38 answers, picked in 2
07What It Means
What ChatGPT's answers mean for Wave
Wave is on ChatGPT's accounting software shortlist but is not one of its top three picks: it was recommended in 37 answers and picked in 27, against 65 picks for QuickBooks, the most-picked brand. Its weakest showing is on direct advice questions, where ChatGPT picked it in 4 of 20.
In the answers that picked Wave, the most-cited third-party sources were nerdwallet.com (16 citations) and fitsmallbusiness.com (8 citations). waveapps.com was cited 10 times across the whole category.
08Method
Where the ChatGPT data on Wave comes from
The ChatGPT data on Wave comes from Teardown 05: accounting software. Each teardown runs 100 buyer questions (category, head-to-head, alternatives and advice phrasing) through ChatGPT with web search on, logged out, United States, English, one run per question.
Every answer was coded under codebook v2.0 by two independent AI readers working blind from the published reader protocol. Each reader coded every brand mention as picked, recommended, listed, passing or anchor; where the two disagreed, a third AI reader settled the code. Across all answers coded under v2.0, the two readers agreed on 97.8% of brand codes.
"Picked" means the answer made the brand its own verdict: "my pick", "choose X if", a shortlist it tells the buyer to act on, the #1 of its ranking, or the direct answer to a "which should I use" question. "Recommended" means the answer assigned the brand to a stated case or fit ("best for small teams") or picked it, so every picked brand also counts as recommended. "Appeared" counts answers where the brand was recommended or listed. Every count is a count of answers. Use-case labels are quoted from the answers as written. Google checks use the top ten organic results for the same question collected the same day.
Limits: one run per question, one country, one point in time. AI answers vary between runs, so treat these as frequencies for this sample, not fixed positions. High Salience has no commercial relationship with any brand on this page. If you work for this brand and see an error, write to hello@highsalience.com and we will check it against the dataset.
Full per-answer datasets (CSV) are on each teardown page.
09FAQs
Wave in ChatGPT: FAQs
The FAQs below are a short summary of Wave in ChatGPT, all taken from the data on this page.
Does ChatGPT recommend Wave?
In our accounting software teardown (web search on, United States, September 17, 2026), ChatGPT named Wave in 38 of 100 buyer questions, recommended it in 37 and made it its own pick in 27.
What does ChatGPT say Wave is best for?
The label ChatGPT used most often for Wave was "Very small businesses". Other labels included "Very small/simple businesses", "You want free", and "Tiny teams wanting free basics".
Which brands does ChatGPT compare Wave with?
In accounting software answers, the brands ChatGPT named most often alongside Wave were QuickBooks, Zoho Books, FreshBooks, and Xero.
10Next Step
See how ChatGPT describes your brand, as shown for Wave
To see how ChatGPT describes your brand, as shown for Wave on this page, start with the Category Salience Brief. It runs your category's buyer questions across Google and the AI surfaces, shows how each answer positions you against competitors, and ranks what to fix first.