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Glossy Data

AI brand monitoring for enterprise brands

Know what AI says about your brands in every market.

Monitor your brands across 6 AI engines and 49 countries. Read what each answer says, see the sources behind it and get an alert when a description changes. Your analysts and legal team can review the original answers, citations and confidence ranges.

  • Original answers saved with their sources
  • Buy online at any size
  • Set up online
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Illustration
Halden GroupFull view · Engine × marketExample data

Share of answers naming Halden, unbranded questions

Last 28 days · 90% intervals

Example data: share of answers naming a fictional brand, by engine and market
EngineUSUKDEFRJP
ChatGPT34%31–38 · n=41230%26–34 · n=39625%22–29 · n=38824%21–28 · n=36012%9–15 · n=352
AI Overviews30%26–34 · n=40429%25–33 · n=38019%16–22 · n=37221%18–25 · n=3669%7–12 · n=340
AI Mode33%30–37 · n=39826%23–30 · n=38422%19–26 · n=37619%16–23 · n=35810%8–13 · n=348
Gemini25%21–29 · n=38625%21–28 · n=37021%17–24 · n=36417%14–21 · n=35013%10–16 · n=344
Perplexity42%36–48 · n=21039%33–44 · n=20426%21–32 · n=19825%20–30 · n=19013%8–19 · n=96
Claude34%28–40 · n=18031%26–37 · n=17624%19–29 · n=17020%15–25 · n=16814%8–23 · n=64
CopilotComing soon
A fictional brand group, to show the layout. Cells show how often each engine named the brand, with the 90% interval and n. Thin samples are hatched.

94%

of enterprise CMOs plan to increase AEO/GEO spend, and trust in data quality is their top challenge.
Source: Conductor survey of enterprise CMOs, Jan 2026 (n=250+)

What AI says about your brands, word for word.

Every engine we run is asked the questions your customers ask, in each market you choose, again and again over weeks. You read every answer as it was given: whether your brand is named, how it's described, next to which rivals, and which sources it cites. Try one brand now with the free AI brand mention checker.

  • Answer viewer with dates, markets and sources
  • Competitor share of voice, by brand and market
  • Citations and AI Source Map
Perplexity· APIExample
“best CRM for a 10-person agency”
For a small agency, Ledgerly is the simplest option [1]. Northwind CRM is more powerful but pricier, and some reviewers mention a steep learning curve [2]. Brightdesk is an alternative if you need invoicing built in.
Mentioned· #3 of 3· Alternative· Neutral tone
Sources[1] g2.com[2] reddit.com

Monitor how AI describes your brand.

When an engine starts describing a product wrongly, recommending a rival in your place or framing you badly, you can read the original answer, with the date and market. Alerts fire only when a change is bigger than normal variation, so your team isn't chasing one odd answer. Read our guide to LLM brand safety.

  • Noise-aware alerts and a weekly digest
  • Automated wrong-facts checksComing soon
Google AI OverviewsExample

Acme Plumbing is permanently closed. For emergency call-outs in Leeds, try PipeFix instead.

Contradicts your fact sheet

Open 7 days, 24 hours. Likely source: an old Yell listing marked “closed”.

Many brands, many markets, one view.

Up to 200 brands or workspaces on Enterprise plans. Share of voice by brand, market and engine, side by side, from the same questions. Any of 49 countries, with native question packs in 7 languages.

  • Several countries per project, asked from inside each market
  • Unlimited seats on every plan
  • Multi-brand roll-ups across workspacesComing soon

Your share of voice by market

Running shoes · 5 engines · 28 days · 90% interval

Example
  • United States29%
  • United Kingdom27%
  • Germany18%
  • Japan11%

Germany vs last month, asked in German

Understand the evidence behind each result.

A sample size and 90% interval on every figure, and a published method your insights team can review alongside your reports. Every number opens the answers behind it.

  • Honest Score with confidence intervals
  • Every number opens the answers behind it

ChatGPT names you in about 1 in 3 answers

Mention rate · weekly · 90% interval

Example
0%25%50%21 Jul18 Aug15 Sep6 OctLedgerlyNorthwindYou

Hollow = fewer than 20 answers Engine model change, alerts paused

AI visibility score · Example

Mention rate

vs last month

The questions that shape a brand's reputation

Branded and unbranded questions, asked in every market you choose: how AI describes you, and whether it picks you.

  • “is Halden a reliable dishwasher brand”
  • “Halden vs Brightwell washing machines”
  • “most reliable dishwasher brand”
  • “is Brightwell good for customer service”
  • “which bank has the best mobile app”
  • “most sustainable fashion brands”

Know which publishers shape what AI says about you.

What AI says about a brand comes from a small set of publishers, testers and forums in each market. We show which ones each engine cites, market by market, and where your brands are missing or described badly.

Product testers and reviewers
National test publishers, specialist reviewers, consumer magazines
Retailers and marketplaces
Product pages and Q&A on the retailers each market buys from
Forums and communities
Reddit and local-language forums
Reference pages
Wikipedia and encyclopedic pages, your own site

Sources cited for “most reliable home appliance brand” (DE)

Share of answers citing each kind of source

Example
  • Product test publishers41%
    You're on them
  • Retailer product pages29%
    You're on them
  • Consumer forums21%
    Missing
  • Encyclopedic and wiki pages16%
    Missing

Pick a plan and start online

Monitor one brand team on a monthly plan by card, or roll out across the group on Enterprise. Same method, same numbers, either way.

A plan to consider

Business

For one brand team monitoring several markets, bought by card today.

£609/mobilled monthly

18,700 credits ≈ 1,075 questions × 4 engines, weekly

  • Up to 15 websites, brands or locations
  • Every live engine and any of 49 countries
  • Unlimited seats

Cancel renewal any time. Once cancelled, your subscription will not renew.

Compare all plans
For many brands and markets

Enterprise

Get a quote, review the paperwork and buy online, at any size.

From£1,916.67/mo, billed annually

  • Up to 50 websites, brands or locations
  • 50,900 credits a month; more in published add-on packs
  • Self-serve SSO: OIDC, SAML in beta
  • Audit log with CSV export
  • DPA and click-through order form
  • Annual invoice billing (PO, net 30)
  • SLA with automatic service creditsComing soon
  • SCIM provisioningComing soon
Build your quote Download the security pack

Security

What's in place, and what isn't yet.

Every status below comes from the same catalog as our pricing page. The full detail, sub-processors and the security pack are on Trust & security.

  • Hosted on Cloudflare

    Live

    TLS in transit and encryption at rest. Each customer's data is kept separate, with access checked on every request.

  • Sign-in

    Live

    Magic link or Google. Email verification is also available. Self-serve SSO for your identity provider.

  • Roles and audit log

    Live

    Owner, admin, member and client-viewer roles, with an exportable audit log.

  • Privacy by design

    Live

    No IP addresses stored. Abuse checks use a salted one-way hash, deleted within 48 hours.

  • Paperwork online

    Live

    DPA in our terms, published sub-processors with 30 days' notice of changes, self-serve account closure and erasure.

  • SOC 2 and ISO 27001

    Not yet

    We do not currently hold these certifications. Our security pack describes the controls in place.

Rolling out across the group

The plan, the paperwork and the price are on one page.

Brand monitoring runs on every plan. For many brands and markets, many brands or workspaces, SSO, an audit log, a click-through MSA and annual invoicing, see the Enterprise plan, where you can price the whole group yourself and buy online.

Comparing enterprise platforms?

See why teams choose us, with sourced feature and pricing comparisons.

Questions people ask

Asking AI engines the questions your customers ask, again and again across weeks and markets, and recording what each answer says about your brands: whether you're named, how you're described, next to which rivals, and which sources it cites. Glossy Data saves every answer with its date and sources.

Answers that get a brand wrong or put it in a bad light: outdated facts, a rival recommended in your place, a negative framing that spreads across engines. Alerts flag a change only when it's bigger than normal variation, and the saved answers show the exact wording. Automated wrong-facts checks are coming soon.

No. This page is about the job; any plan can monitor brands. The Enterprise plan adds many brands or workspaces, SSO, an audit log, a click-through MSA and annual invoicing, and you can build a quote online and buy by card or annual invoice. The plan, the paperwork and the price are on the Enterprise page.

Yes. Each brand or region gets its own workspace, and any of 49 countries can be tracked side by side, with native question packs in 7 languages. There's no per-country fee.

Every figure shows its sample size and a 90% interval, and alerts only fire when a change is bigger than normal variation. The method is published, so your analysts can check it before they rely on it.

Not yet, and we won't imply otherwise. Our Trust & security page lists what is in place today (Cloudflare hosting, encryption, tenant isolation, DPA, SSO, roles, audit log and published sub-processors) and what isn't.

ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity and Claude, on every paid plan. Each answer is labelled with how it was collected. Microsoft Copilot is coming soon.

See what every AI engine says about your brands.

Run the free check on one brand now. Rolling out across the group? The Enterprise page has the plan, the paperwork and the price.

Free website check · No card needed · Full AI tracking on paid plans

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