# Marchex: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 18 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/marchex

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Call tracking platforms](https://www.gane.ai/index/gtm/marketing/call-tracking/index.md) | 0% | 14 | 22% | 18 |

## What the models said for it

- "Marchex specializes in conversational analytics tailored heavily toward industries like automotive, home services, and retail chains." (Gemini 3.5 Flash, Call tracking)
- "Enterprise-grade platform with heavy focus on multi-location businesses, auto dealers, and large call centers." (Gemini 3.5 Flash, Call tracking)
- "Choose Invoca, Marchex, or Infinity if the organization needs enterprise-scale analytics" (Perplexity Sonar, Call tracking)
- "Good for multi-location/franchise businesses with vertical-specific AI models." (Grok 4.20, Call tracking)

## And against it

- "Pure enterprise tools (e.g., Marchex) were deprioritized for cost and complexity." (Grok 4.20, Call tracking)
- "Massive bill understatements: Base fees understated actual bills by 45-62%" (GLM 4.7 FlashX, Call tracking)
- "Legacy UI & Rigidity: Reviews frequently cite outdated user interfaces, rigid contracts, and slower platform innovation" (Gemini 3.5 Flash, Call tracking)
- "Enterprise-focused with high adoption but some reports of complexity, high costs, and setup hurdles." (Grok 4.20, Call tracking)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Marchex, from 36 of the 45 answers that named it (only the models that return a source list).

### Domains cited

- whatconverts.com: 21
- callrail.com: 19
- g2.com: 15
- softwareadvice.com: 14
- capterra.com: 13
- invoca.com: 12
- krispcall.com: 9
- nimbata.com: 9
- pickyassist.com: 9
- cloudtalk.io: 6

### Pages cited

- https://softwareadvice.com/voip/call-tracking-comparison: 13
- https://whatconverts.com/blog/callrail-alternatives: 12
- https://whatconverts.com/blog/calltrackingmetrics-alternatives: 10
- https://capterra.com/call-tracking-software: 9
- https://krispcall.com/sales-marketing/best-call-tracking-software: 9
- https://pickyassist.com/blog/enterprise-call-tracking-software: 9
- https://whatconverts.com/blog/best-call-tracking-software: 9
- https://callrail.com/callrail-vs-invoca: 8

## What it publishes

Every page marchex.com exposes, read 2026-10-05: 652 addresses. By kind, pages and the last 90 days:

- blog: 320 pages, 5 in the last 90 days, latest 2026-08-25
- case study: 11 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- news or press: 4 pages, 0 in the last 90 days, latest 2025-04-04
- Recent: 2026-08-25 blog: Gm engage for sales service self serve sign up https://www.marchex.com/gm-engage-for-sales-service-self-serve-sign-up
- Recent: 2026-08-25 blog: Gm engage for service self serve sign up https://www.marchex.com/gm-engage-for-service-self-serve-sign-up
- Recent: 2026-07-27 blog: Ai mediated advertising what agencies and publishers need to know about the next evolution of digital marketing https://www.marchex.com/ai-mediated-advertising-what-agencies-and-publishers-need-to-know-about-the-next-evolution-of-digital-marketing
- Recent: 2026-07-24 blog: How can businesses turn phone call transcripts into actionable sales insights https://www.marchex.com/how-can-businesses-turn-phone-call-transcripts-into-actionable-sales-insights
- Recent: 2026-07-17 blog: Bob stall chevrolet improves marketing attribution https://www.marchex.com/insights/bob-stall-chevrolet-improves-marketing-attribution
- Recent: 2026-06-30 blog: How cedarhurst uses marchex to find missed leads improve call handling and make smarter marketing decisions https://www.marchex.com/insights/how-cedarhurst-uses-marchex-to-find-missed-leads-improve-call-handling-and-make-smarter-marketing-decisions

## 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.