Noma vs BrightEdge
Two AI search visibility tools, compared on what each one tracks, what it costs, and which problem it is actually built to solve.
- BrightEdge publishes almost nothing you can compare against. No pricing anywhere on the site, and among AI engines only ChatGPT is named. Their AI Catalyst, Copilot and Autopilot products are described in capability terms rather than in terms you could evaluate before a sales process.
- That is a legitimate enterprise sales model, and this page treats it as one. Plenty of enterprise software is priced on a call. It does mean a comparison can only report what is stated, and where BrightEdge states nothing this page says so rather than inventing a figure.
- Noma publishes what it covers and what it costs to start. Five engines — ChatGPT, Perplexity, Gemini, Claude and Grok — polled daily, the source page recorded for each citation, share of voice per prompt, unlimited seats, and 14 days with no card.
- The two are different shapes, not different qualities. BrightEdge is an enterprise SEO platform with a large data estate behind it. Noma does no SEO. If you need rank tracking and technical auditing across a big site, Noma is not a substitute for any of it.
Why AI search visibility needs its own tool
BrightEdge has been an enterprise SEO platform for well over a decade, with a substantial research corpus and a long list of large customers. It has added AI-facing products — AI Catalyst, Copilot, Autopilot — and describes a generative parser behind them.
What it has not done is publish the things a comparison needs: no pricing, and among AI engines only ChatGPT named on the pages that describe the AI work. That is not a criticism of the product, which may well be strong. It is a limit on what anyone outside a sales process can honestly say about it, and this page respects that limit rather than filling the gap with plausible-sounding figures.
Everything below comes from BrightEdge’s own public pages as checked on the date above.
What to look for in an AI visibility tool
Four questions separate tools that change what a team does from tools that add a dashboard. They are worth asking of both products below, and of whatever you are using today.
Engine coverage and cadence
A tool that watches four engines cannot tell you about the fifth, and an infrequent reading cannot separate a real shift from noise. Ask which engines are covered and how often each is polled before anything else.
Mentions versus citations
Knowing you were mentioned is a score. Knowing which page the engine drew on is a task list. If a marketplace listing is cited instead of your own product page, that is a fixable problem you cannot see from mention counts alone.
Prompts, not keywords
Nobody types "best sunscreen oily skin india" into an assistant; they ask a question. A prompt set assembled from real customer questions gives a different — and more honest — visibility picture than one derived from a keyword export.
Recommendations you can action
Most tools in this category are good at telling you that you are absent. The useful ones tell you why, and rank the fixes by expected impact so a content team knows what to write first.
Noma vs BrightEdge, feature by feature
| Capability | Noma | BrightEdge |
|---|---|---|
| What it is | A tool built only for AI search visibility | An enterprise SEO platform with AI products |
| Published pricing | 14-day free trial, no card; paid plans after | None published anywhere on the site |
| AI engines named | Five — ChatGPT, Perplexity, Gemini, Claude, Grok | ChatGPT is the only one named |
| Perplexity, Claude, Gemini coverage | Yes | Not published |
| Polling cadence | Daily | Not published |
| Citation source tracking | Records which page each engine cited | Not published |
| Share of voice per prompt | Against competitors you name | Not published |
| Team seats | Unlimited on every plan | Not published |
| How you start | Self-serve trial, no card | Sales process |
| Keyword research, technical audits, rank tracking at scale | Not offered, and not planned | The core product |
| Creator marketing | Included via Nia — free, 10M+ profiles | Not offered |
| Paid media analysis | Included via Pulse — Google and Meta Ads | Not offered |
Rows come from BrightEdge’s public pricing and product pages as checked at publication. “Not published” means their documentation does not state a position, not that the answer is bad. “Not offered” means outside the product’s stated scope, and a row saying so is a note about what each one sets out to do rather than a criticism.
Where Noma fits
Noma runs your category prompts against ChatGPT, Perplexity, Gemini, Claude and Grok on a schedule and records whether your brand is named in the answer each one generates. Five engines, polled daily — the fifth being Grok, which most tools in this category do not cover.
Being mentioned is only half the reading. When an engine cites a page, Noma records which page: your own site, a marketplace listing, a review roundup, or a competitor’s blog. That is the difference between knowing you are invisible and knowing what to do about it. Alongside the mention it captures the wording used to describe you, because being named as a budget option is a different outcome to being named as the category leader.
Share of voice is measured per prompt rather than as one site-wide number, because visibility is never uniform across a category — most brands are strong on a handful of questions and absent on the rest. The prompt set is built from questions customers actually ask rather than from a keyword list, and the recommendations that come back are ranked by expected impact: the pages to write, the wording to fix, the structured data to add.
Noma also sits on one platform with Nia for creator marketing and Pulse for paid media, so AI visibility can be read next to the channels competing with it for budget. Whether that matters depends entirely on whether you have those problems too.
What Noma actually measures
The rest of the platform: Noma for AI search visibility, Nia for creator marketing and attribution, Pulse for Google and Meta Ads — or how the three apply in your category.
Where BrightEdge fits
BrightEdge has a research estate and an enterprise track record that a young product cannot manufacture, and Data Cube X with a decade of historical context is the kind of asset that takes years to build. For a large organisation running SEO as a discipline across many properties, that history and the account support around it are worth a great deal, and Noma offers neither. Their AI work also appears to be built on their own parser rather than resold, which suggests real investment rather than a marketing response.
What it does not cover
- No pricing is published anywhere, so the cost of AI search visibility cannot be established, or compared, before a sales process.
- Only ChatGPT is named among AI engines. Whether Perplexity, Claude, Gemini or Grok are covered is not published.
- Polling cadence is not published, so how quickly a change in AI answers reaches the dashboard is unknown.
- Whether the source page behind a citation is recorded is not published, and that is what turns a score into a task list.
- There is no self-serve entry point, so evaluating the AI capability means committing to a sales cycle first.
Which one your team actually needs
Category presence, before it is gone
AI answers name two or three brands and stop. There is no tenth position to occupy and no long tail to fall back on — you are in the answer or you are not in the consideration set at all. The number worth reporting upward is share of voice across the questions customers actually ask, tracked over time, because it moves slowly and then all at once.
A discipline that diverges from ranking
AEO shares fundamentals with SEO — crawlability, structured data, credible sources — then parts company on what counts as success. A page can rank third for a keyword and never be named by an engine answering the same question. Measuring the two with one tool produces a confident answer to the wrong question.
What to write, in what order
Citation source data turns AEO from a theory into a queue. If engines are quoting a review roundup for your category, the work is getting into that roundup. If they are quoting a competitor’s comparison page, the work is writing a better one. Both are concrete; a visibility score is not.
The cost of finding out
For a brand that has not yet established whether AI search matters in its category, the first question is what it costs to find out. A trial that needs no card answers that in a fortnight. A monthly commitment answers it in a procurement cycle.
What a rollout looks like
AI visibility is not a switch. This is the sequence that gets a team from “we think we are missing from these answers” to a trend a content team can work against.
Phase 1 — Baseline
Week 1–2- Build the prompt set
Start from the questions customers ask in your category rather than from a keyword export. Twenty good prompts beat two hundred derived ones.
- Name the competitors you care about
Share of voice is only meaningful against a defined set. Pick the brands you actually lose to.
- Take the first reading
Establish where you appear, where you do not, and which sources engines cite instead of you. This is the number everything after is measured against.
Phase 2 — Fix the sources
Week 3–8- Answer the question in the first two sentences
Engines quote what is quotable. A page that opens with positioning and reaches the answer in paragraph six will not be cited.
- State facts that can be verified and attributed
Add the structured data that lets an engine attribute a claim to your brand rather than to whoever restated it.
- Get into the roundups engines already cite
If a third-party comparison is the source for your category, being absent from it is the whole problem. That is outreach work, not on-page work.
Phase 3 — Hold and widen
Ongoing- Read the trend weekly, not daily
Answers move as models and their sources update. Weekly is enough to tell a shift from noise in most categories.
- Widen the prompt set as the category moves
New questions appear. A prompt set fixed at launch slowly stops describing the category it was built for.
- Judge it against the rest of the budget
Nia for creator and Pulse for paid sit on the same platform, so AI visibility can be read next to the channels competing with it for spend.
The verdict
This is a comparison with a hole in it, and the honest thing is to name the hole rather than paper over it. BrightEdge may do AI search visibility very well; their public pages do not say enough for anyone to judge it, and a page claiming otherwise would be guessing. What can be said is that Noma names its five engines, states its cadence, records the source page behind each citation and lets you try it for a fortnight without talking to anyone. If you are a large enterprise already running BrightEdge for SEO, ask them these specific questions. If you are not, the barrier to simply finding out is much lower on this side.
Choose Noma if
- You want the engine list, cadence and price stated before committing
- AI search visibility is the problem, not enterprise SEO across many properties
- You would rather evaluate in a fortnight than in a sales cycle
- You need the page behind each citation, not only a mention count
- AI visibility should sit beside creator and paid performance in one place
Choose BrightEdge if
- You run enterprise SEO at scale and want it consolidated with AI work
- A decade of historical search data is worth more to you than published specifics
- You already have a BrightEdge relationship and account support you value
Common questions
What does BrightEdge cost?
They do not publish pricing anywhere on their site. That is a normal enterprise model, but it means no comparison page can honestly quote a figure, and any that does is guessing. Their sales team is the only source.
Which AI engines does BrightEdge track?
Their public pages name ChatGPT. Whether Perplexity, Claude, Gemini, Grok or Google AI Overviews are covered is not published, which is the first thing worth asking them directly. Noma names all five it covers.
What is the difference between Noma and BrightEdge?
BrightEdge is an enterprise SEO platform with AI products layered into it, sold through a sales process with no published pricing. Noma does only AI search visibility: five named engines including Claude and Grok, polled daily, with the source page recorded for each citation and unlimited seats, starting on a 14-day trial with no card.
Can Noma replace BrightEdge?
Not for enterprise SEO. Noma has no keyword research, no technical auditing and no rank tracking, and none are planned. The overlap is AI search visibility alone, and even there a fair comparison is limited by how little BrightEdge publishes about it.
Which AI engines does Noma track?
ChatGPT, Perplexity, Google Gemini, Claude and Grok — five engines, polled daily, on every plan, with the source page recorded for each citation and share of voice measured per prompt against competitors you name.
BrightEdge is a trademark of its respective owner. Nurdd is not affiliated with, endorsed by or sponsored by BrightEdge. Marks and product names are used only to identify the products being compared, and every claim about BrightEdge was taken from their own public pages on the date shown above.
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Find out whether AI engines name you
Build your prompt set and see your first visibility report inside the trial. Fourteen days, no credit card.