Category AI Visibility Report
Calculators AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈18,299
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Calculators across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 18,299 AI queries per month.
- Texas Instruments leads the AI shelf with 35.1% of brand mentions, followed by Casio (26.1%) and HP (7.2%). The top three hold 68.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “calculators for ACT” (top keyword “act test calculators”, ~5,400 searches/mo).
- AI answers lean on ti.com most (22.5% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Texas Instruments | 1,361 | 35.1% |
| 2 | Casio | 1,011 | 26.1% |
| 3 | HP | 279 | 7.2% |
| 4 | NumWorks | 143 | 3.7% |
| 5 | Construction Master | 131 | 3.4% |
| 6 | TI-Nspire | 103 | 2.7% |
| 7 | HP Prime | 103 | 2.7% |
| 8 | TI | 98 | 2.5% |
| 9 | Desmos | 67 | 1.7% |
| 10 | Sharp | 63 | 1.6% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| calculators for ACT | ≈9,698 | act test calculators | 5,400 |
| calculators for SAT | ≈8,601 | calculators on sat | 8,100 |
| construction calculators | — | construction calculator | 14,800 |
| simple calculators | — | simple calculator | 18,100 |
| scientific calculators | — | scientific calculator | 450,000 |
| calculators with fractions | — | calculators with fraction | 368,000 |
| financial calculators | — | calculators financial | 110,000 |
| graphing calculators | — | graphing calculator | 368,000 |
| calculators for exams | — | respondus calculator | 27,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| ti.com | 144 | 22.5% |
| reddit.com | 123 | 19.2% |
| collegeboard.org | 92 | 14.4% |
| act.org | 75 | 11.7% |
| casio.com | 69 | 10.8% |
| effortlessmath.com | 36 | 5.6% |
| apple.com | 29 | 4.5% |
| bestbuy.com | 14 | 2.2% |
Related category reports
FAQ
Which brands do AI assistants recommend most for calculators?
Over the last 30 days the top brands by AI mention share are: Texas Instruments (35.1%), Casio (26.1%), HP (7.2%), NumWorks (3.7%), Construction Master (3.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about calculators?
GEOly estimates ~18,299 AI queries per month in this category across 9 buyer topics, led by “calculators for ACT”.
Which sources do AI engines cite for calculators?
The most-cited domains are: ti.com, reddit.com, collegeboard.org, act.org, casio.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.