eSpatial is a mapping software platform for data visualization, territory design and route planning · espatial.com ↗
“Provides a balance between affordability and advanced features like data visualization and scenario modeling”Mistral Small · Budget-constrained question · alternative
“eSpatial is best for mid-market teams that want algorithmic territory balancing and clear visual mapping.”Claude Haiku 4.5 · Direct question · alternative
“Choose Esri/eSpatial if geographic and demographic data depth and visual mapping are your top priorities.”MiniMax M2.5 · Comparative question · alternative
“A low-cost mapping tool like TerraMap/eSpatial if your needs are mostly geographic territory design”GPT-5.4 mini · Budget-constrained question · alternative
“Simple mapping-only tools (eSpatial, Maptive) if you need integrated quota planning”Kimi K2 · Scale-constrained question · warning
“You should avoid them if: You're trying to tie territory design to quota setting”DeepSeek V4 Flash · Negative question · warning
“Avoid | BoogieBoard Max, eSpatial Advanced, Varicent”Qwen 3.7 Flash · Budget-constrained question · warning
“often start at $1,000–$5,000+ per year and scale quickly... making them unsuitable for tight budgets”Grok 4.20 · Budget-constrained question · warning
The products named in the same answers as eSpatial, over the 37 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 27 | 2 | View → | |
| 25 | 8 | View → | |
| 23 | 1 | View → | |
| 22 | 9 | View → | |
| 16 | 0 | View → | |
| 15 | 1 | View → | |
| 14 | 3 | View → | |
| 13 | 2 | View → | |
| 12 | 1 | View → | |
| 11 | 2 | View → |
What the models named instead of eSpatial →
A side-by-side page exists where both products are among a category's top eight.
Stated on eSpatial's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 37 of the 37 answers that named eSpatial and are not a share of its labels.
159 of the 175 domain citations in answers naming eSpatial came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 49 | 9 | 2026-09-15 | ||
| Case study | 11 | 0 | 2024-01-24 | ||
| Comparison | 11 | 0 | 2026-06-02 | ||
| Glossary or explainer | 6 | 0 | 2023-05-18 | ||
| Report or ebook | 5 | 0 | 2026-05-18 | ||
| Template or tool | 2 | 0 | 2025-10-16 |
Every page espatial.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. Read September 29, 2026.