Invoca is a call tracking and conversational intelligence platform with call recording · invoca.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
CallRail is first at 63%.
CallRail is first at 52%. 0 of 14 models made it the first choice when asked directly.
Ranked first. Next is CallRail at 10%.
“The market leader for mid-market and enterprise marketing/sales teams. Best-in-class Salesforce integration and enterprise conversational AI.”Gemini 3.5 Flash · Scale-constrained question · first choice
“you'll likely want to prioritize platforms that offer enterprise-grade features like Invoca or CallTrackingMetrics”GLM 4.7 FlashX · Scale-constrained question · first choice
“platforms like Ringba, Invoca, and Phone.com tend to receive more consistent positive feedback”Qwen 3.7 Flash · Negative question · first choice
“Top Overall Recommendation for Mid-to-Large Mid-Market: Invoca”Gemini 3.5 Flash · Paraphrase question · first choice
“Major red flag: Facing a federal lawsuit (as of February 2025) alleging illegal recording and analysis of AT&T customer calls without proper consent”Kimi K2 · Negative question · warning
“Massive bill understatements: Base fees understated actual bills by 45-62%”GLM 4.7 FlashX · Negative question · warning
“Opaque Pricing & Annual Commitments ... For SMBs spending under $15,000/month on ads, the setup time and feature complexity will outweigh the benefits.”Gemini 3.5 Flash · Negative question · warning
“custom pricing can make it expensive and difficult to compare; it may be excessive for a small or mid-sized business”Perplexity Sonar · Negative question · warning
The products named in the same answers as Invoca, over the 151 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 134 | 50 | Compare → | |
| 108 | 4 | Compare → | |
| 72 | 12 | Compare → | |
| 43 | 0 | View → | |
| 36 | 0 | View → | |
| 29 | 5 | Compare → | |
| 23 | 0 | View → | |
| 19 | 0 | View → | |
| 18 | 0 | View → | |
| 14 | 3 | View → |
What the models named instead of Invoca →
A side-by-side page exists where both products are among a category's top eight.
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 136 of the 151 answers that named Invoca and are not a share of its labels.
431 of the 466 domain citations in answers naming Invoca 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 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 3 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 2 | 2 | 0 | 1 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 2 | 4 |
| Grok 4.20 | 0 | 2 | 0 | 3 | 5 |
| Mistral Small | 0 | 1 | 1 | 2 | 4 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 2 | 1 | 0 | 4 |
| Kimi K2 | 0 | 3 | 1 | 2 | 6 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 1 | 4 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 3 | 0 | 1 | 4 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,331 | 71 | 2026-09-23 | SEO | |
| Report or ebook | 224 | undated | |||
| News or press | 215 | undated | Video ads | ||
| Case study | 122 | undated | |||
| Webinar or virtual event | 76 | 0 | 2026-05-14 | ||
| Glossary or explainer | 39 | 16 | 2026-09-10 | ||
| Conference or event | 36 | 6 | 2026-07-07 | ||
| Podcast or video | 18 | 0 | 2026-05-14 | ||
| Comparison | 17 | 4 | 2026-07-07 | ||
| Template or tool | 3 | 2 | 2026-07-07 |
Every page invoca.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. Of its titles that name a category, most name SEO (18); 0 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.