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Head-to-head · September 2026 snapshotKarbon leads broadly; TaxDome owns the startup and small-team shelf. Karbon pulls ahead on the questions that carry the most purchase weight: best overall, use-case fit, feature comparisons, and the single-pick ask, where its average position of 2 reflects consistent top placement. Two of the three models reinforce that lead, with ChatGPT and Claude both scoring Karbon above 75 while giving TaxDome scores in the 37 to 46 range. TaxDome's one structural advantage is Gemini, which scores it 80 versus Karbon's 66, and that model alignment maps directly to the startup and small-team theme where TaxDome wins outright.
| Karbon | TaxDome | |
|---|---|---|
| Visibility Score | 72 | 55 |
| Rank in category | #1 | #2 |
| Mention rate | 78% | 67% |
| #1 pick rate | 42% | 24% |
| Avg. position when named | 1.7 | 2.8 |
The models split: ChatGPT prefers Karbon, Claude prefers Karbon, Gemini prefers TaxDome.
Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.
Mentions out of 9 answers per question. Click any question for the full transcripts.
Open this matchup in the compare tool → · Karbon brand report · TaxDome brand report
Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.