KoldOS vs BrightEdge: enterprise platform, or agency.
BrightEdge and KoldOS serve organisations of very different shapes. BrightEdge AI Catalyst is a component of the BrightEdge enterprise SEO platform, published as "included in all BrightEdge SEO Platform subscriptions", which "expands beyond traditional search strategies by tracking, understanding, and influencing your presence across generative AI search engines" across Google AI Overviews, ChatGPT and Perplexity. BrightEdge does not publish pricing. KoldOS is a small generative engine optimisation agency in Australia, quoted per engagement, where the measurement leads into technical and editorial work delivered by the same people. One is a platform an in-house enterprise team operates; the other is an outsourced team.
01Side by side
What each of us actually sells.
BrightEdge AI Catalyst claims checked 8 August 2026
| Dimension | BrightEdge AI Catalyst | KoldOS |
|---|---|---|
| What it is | A component of the BrightEdge enterprise SEO platform rather than a standalone product.1 | A standalone agency engagement, not attached to any platform subscription. |
| Published pricing | Not published. No pricing appears on the AI Catalyst page or the BrightEdge homepage, and buyers are routed through sales.1 | Scoped and quoted per engagement after a diagnostic. |
| How it is sold | Published as "AI Catalyst is included in all BrightEdge SEO Platform subscriptions", so the AI capability arrives with the wider platform.1 | Bought on its own. There is no larger subscription underneath it. |
| AI engines covered | Published as monitoring across "Google AI Overviews, ChatGPT, Perplexity".1 | Chosen per client based on where that category's buyers are asking, and named alongside the results. |
| Surrounding products | The wider platform publishes Copilot for insights and recommendations, Autopilot for website optimisation automation, and Data Cube X for keyword research.2 | Not published. KoldOS ships no software and licences none of its own. |
| Who operates it | The customer's own team. The platform is licensed to marketers, SEOs and executives.2 | KoldOS operates the work, which suits businesses without an in-house search function. |
| Who does the remediation | Not published as a service on the AI Catalyst page, which describes tracking, prompt research, persona and intent analysis.1 | KoldOS. Rendering, structured data, crawl access and content are delivered as work. |
Sources
Every claim about BrightEdge AI Catalyst above is quoted from those pages and was checked on 8 August 2026. Products change their pricing and their feature tiers without notice, so treat anything here as of that date and check the source before deciding on it.
02When to pick them
Pick BrightEdge if you are an enterprise with an in-house team
An organisation with a standing SEO function, several brands, multiple markets and a procurement process that expects platform-grade governance is the customer BrightEdge is built for, and AI Catalyst arriving inside the platform subscription means the AI question gets answered without a second vendor, a second contract or a second security review. A small agency is the wrong shape for that organisation, and KoldOS would say so in the first meeting rather than the third.
03Questions
- What does BrightEdge cost?
- Not published. Neither the AI Catalyst page nor the BrightEdge homepage lists pricing for any product, and buyers are directed through sales. That was the state of both pages on 8 August 2026.
- Is AI Catalyst sold separately?
- No. BrightEdge publishes that "AI Catalyst is included in all BrightEdge SEO Platform subscriptions", so it arrives with the platform rather than as an independent purchase.
- Which AI engines does AI Catalyst monitor?
- The published coverage is "Google AI Overviews, ChatGPT, Perplexity". Other engines are not named on the AI Catalyst page.
- Can a small business buy BrightEdge?
- Because no pricing is published, that question can only be answered by BrightEdge. What the pages do show is a product positioned for enterprise marketing organisations, which is a reasonable signal about who the platform was designed around.
- Does KoldOS work with enterprises?
- KoldOS is a small Australian agency, and the honest answer is that enterprises with existing platform contracts and in-house teams are usually better served by extending what they already run. The engagements that suit KoldOS are businesses with no search function of their own, or one stretched too thin to act on what its dashboards already show.
04Definitions
Generative Engine Optimisation (GEO)
Making a brand appear in the answers AI assistants write.
Answer Engine
A system that answers a question directly instead of listing links.
LLM Visibility
Whether a language model knows a brand and names it.
Knowledge Graph
A store of entities and how they relate to each other.
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