# Sparkle.io: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sparkle-io

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Lead routing and management](https://www.gane.ai/index/gtm/sales/lead-routing-and-management/index.md) | 0% | 32 | 0% | 2 |

## What the models said for it

- "Outbound‑centric workflow with routing | Sparkle.io" (GLM 4.7 FlashX, Lead routing)

## 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Sparkle.io, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 2
- leadangel.com: 2
- martal.ca: 2
- sparkle.io: 2 (its own site)
- aptitude8.com: 1
- blog.laratranslate.com: 1
- cal.com: 1
- capterra.com: 1
- cleanlist.ai: 1
- emergent.sh: 1

### Pages cited

- https://blog.hubspot.com/sales/lead-distribution-software: 2
- https://martal.ca/lead-distribution-software-lb: 2
- https://sparkle.io/blog/lead-distribution-software: 2
- https://aptitude8.com/hubspot-vs-salesforce-enterprise-crm-comparison: 1
- https://blog.laratranslate.com/best-lead-routing-software: 1
- https://cal.com/blog/chili-piper-alternatives: 1
- https://capterra.com/lead-management-software: 1
- https://cleanlist.ai/blog/2026-10-05-lead-routing-software: 1

## What it publishes

Every page sparkle.io exposes, read 2026-09-29: 512 addresses. By kind, pages and the last 90 days:

- blog: 236 pages, 25 in the last 90 days, latest 2026-09-23
- comparison: 117 pages, 12 in the last 90 days, latest 2026-08-31
- template or tool: 62 pages, 0 in the last 90 days, latest 2026-01-22
- glossary or explainer: 9 pages, 2 in the last 90 days, latest 2026-09-14
- Recent: 2026-09-23 blog: B2b sales pipeline https://sparkle.io/blog/b2b-sales-pipeline/
- Recent: 2026-09-23 blog: Automated sales prospecting https://sparkle.io/blog/automated-sales-prospecting/
- Recent: 2026-09-21 blog: Inbound marketing software https://sparkle.io/blog/inbound-marketing-software/
- Recent: 2026-09-18 blog: Best ai email writers https://sparkle.io/blog/best-ai-email-writers/
- Recent: 2026-09-17 blog: Lead gen agency https://sparkle.io/blog/lead-gen-agency/
- Recent: 2026-09-16 blog: Crm best practices https://sparkle.io/blog/crm-best-practices

## 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.