# Databox: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 19 judge labels across 3 categories by 10 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/databox

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Dashboards and data visualization](https://www.gane.ai/index/gtm/gtm-data/dashboards-and-data-visualization/index.md) | 0% | 10 | 0% | 17 |
| [Attribution and marketing mix modeling](https://www.gane.ai/index/gtm/marketing/attribution-mmm/index.md) | 0% | 61 | 0% | 1 |
| [Search and social advertising platforms](https://www.gane.ai/index/gtm/marketing/search-and-social-advertising-platforms/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "No data team, executive self-serve first: Databox. Good if leadership wants dashboards now from 130+ connectors without building a warehouse." (Muse Glimmer 30B, BI & dashboards)
- "Best for ready-made marketing and sales KPI dashboards connected to tools such as HubSpot, Shopify, and QuickBooks." (Perplexity Sonar, BI & dashboards)
- "Choose Databox if you want marketing/sales dashboards up and running today without hiring a data engineer." (Qwen 3.7 Flash, BI & dashboards)
- "Databox (for lightweight, executive-friendly dashboards without requiring a data warehouse)" (Mistral Small, BI & dashboards)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 3 | 0 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Databox, from 35 of the 40 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 20
- basedash.com: 19
- databox.com: 14 (its own site)
- toolradar.com: 11
- ajelix.com: 10
- cio.com: 8
- getapp.com: 8
- zapier.com: 8
- coefficient.io: 7
- zoho.com: 7

### Pages cited

- https://softwareadvice.com/bi: 16
- https://basedash.com/blog/best-dashboard-software-for-small-businesses-compared-2026: 14
- https://databox.com/best-executive-dashboard-software: 12
- https://toolradar.com/guides/best-business-intelligence-tools: 9
- https://ajelix.com/bi/business-intelligence-tools-for-small-business: 8
- https://cio.com/article/222558/top-business-intelligence-bi-tools.html: 8
- https://zapier.com/blog/business-intelligence-software: 8
- https://coefficient.io/bi-tools-for-small-business: 6

## In its own words

What Databox's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: agentic analytics platform for agencies and teams (https://databox.com/)
- For: Agencies and Teams (https://databox.com/)
- Price stated: Start free, or find the plan that fits (https://databox.com/)
- Starting price: 0 (https://databox.com/pricing)
- Free plan or trial: No credit card needed · Free-forever plan (https://databox.com/)
- Integrations claimed: 130 (https://databox.com/)
- Certifications: GDPR, SOC 2 Type I
- Customers named: Winbox, Conair, Edgey, Agency Performance Partners, Novi Digital, Palram, ClickLearn

## What it publishes

Every page databox.com exposes, read 2026-09-29: 2452 addresses. By kind, pages and the last 90 days:

- blog: 610 pages, 1 in the last 90 days, latest 2026-07-03
- case study: 122 pages, 0 in the last 90 days, latest 2025-12-10
- webinar or virtual event: 9 pages, 3 in the last 90 days, latest 2026-09-25
- conference or event: 1 pages, 1 in the last 90 days, latest 2026-07-20
- report or ebook: 74 pages, 2 in the last 90 days, latest 2026-07-20
- comparison: 40 pages, 1 in the last 90 days, latest 2026-08-28
- template or tool: 9 pages, 0 in the last 90 days, latest 2023-09-27
- glossary or explainer: 2 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest undated
- news or press: 2 pages, 0 in the last 90 days, latest 2026-06-29
- Recent: 2026-09-25 webinar or virtual event: Databox webinar series https://databox.com/databox-webinar-series
- Recent: 2026-09-15 webinar or virtual event: Webinar agentic analytics https://databox.com/webinar-agentic-analytics
- Recent: 2026-09-03 webinar or virtual event: Databox webinar series recordings https://databox.com/databox-webinar-series-recordings
- Recent: 2026-08-28 comparison: Domo alternative https://databox.com/domo-alternative
- Recent: 2026-07-20 report or ebook: Integrate facebook ads with databox https://help.databox.com/integrate-facebook-ads-with-databox
- Recent: 2026-07-20 report or ebook: Integrate facebook pages with databox https://help.databox.com/integrate-facebook-pages-with-databox

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.