AI visibility and answer engine tracking tools · Named, not rankedBrightEdge AI Catalyst
BrightEdge AI Catalyst is an enterprise platform from BrightEdge that combines SEO with answer engine optimization and tracks a brand's visibility in AI answers · brightedge.com ↗
Gane, the publisher, sells software in AI visibility, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. BrightEdge AI Catalyst has 4.
Why models recommend it
“BrightEdge | Enterprise SEO + AI | Strong legacy SEO platform with AI visibility layer”DeepSeek V4 Flash · Scale-constrained question · alternative
“One of the most mature AI tracking layers inside a traditional SEO platform”Muse Glimmer 30B · Comparative question · alternative
What gives them pause
“Enterprise-priced ($50k+), overkill for mid-market”DeepSeek V4 Flash · Direct question · warning
“without the enterprise overhead of tools like BrightEdge or Conductor”Grok 4.20 · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as BrightEdge AI Catalyst, over the 13 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 8 | View → | |
| 11 | 0 | View → | |
| 8 | 0 | View → | |
| 6 | 1 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 2 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on BrightEdge AI Catalyst's own site, not checked by Gane.
- Certifications
- NIST CSF, NIST AI RMF, ISO 42001, ISO 27001, ISO 27701, SOC 2
How this is measured
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 →Sources returned with these answers
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 13 of the 13 answers that named BrightEdge AI Catalyst and are not a share of its labels.
Domains cited
Thirty-one of the thirty-four domain citations in answers naming BrightEdge AI Catalyst came from a third party's page. Three were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
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 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| 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 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,312 | 3 | 2026-09-21 | SEO, Tag management | |
| Webinar or virtual event | 265 | 1 | 2026-09-23 | SEO, ABM | |
| Glossary or explainer | 245 | undated | SEO, Mobile apps | ||
| Conference or event | 155 | 0 | 2017-12-18 | SEO | |
| Podcast or video | 141 | undated | SEO | ||
| Report or ebook | 118 | 4 | 2026-07-20 | SEO | |
| News or press | 97 | 3 | 2026-09-24 | SEO | |
| Case study | 88 | 2 | 2026-09-24 | SEO | |
| Template or tool | 44 | 0 | 2017-11-20 | SEO | |
| Comparison | 28 | 0 | 2026-06-18 | SEO |
Most recent
- 2026-09-24Medable keyword growth ai overview case study case study
- 2026-09-24Brightedge data chatgpt referral traffic doubles in 2026 news or press
- 2026-09-24Press releases news or press
- 2026-09-23Spark online on demand webinar or virtual event
- 2026-09-21B2b tech shortlist tightening where buyers start blog
- 2026-09-11Reddit chatgpt collapse education blog
Events in person
- October 15, 2026AI Search and Coffee MeetupSingapore · takes part
- November 19, 2026SPARK Live MelbourneMelbourne · hosts
- November 13, 2025BrightEdge AI Search Summit MelbourneThe Langham, Melbourne, Melbourne · hosted
As the event pages on brightedge.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page brightedge.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 (511); 0 name the category 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.