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MGMT Core vs AI visibility trackers

AI visibility tools tell you whether ChatGPT, Gemini and Google AI mention your business. That is useful, but a score does not change what AI says. Here is how standalone AI trackers compare with MGMT Core, which tracks AI answers per location and works on the reasons behind them.

Last reviewed October 2026. Based on publicly described features of each category.

The short answer

AI trackers measure. They run prompts through AI assistants and report whether you were named, who was named instead and which sources were cited. They suit marketing teams that will act on the data themselves. MGMT Core measures and fixes. It checks 10 real customer questions per location across six AI engines every day, then a specialist corrects your listings, answers your reviews and works on the websites AI trusts, for $400 per location per month.

How AI chooses

Why a tracker alone doesn't move the number

When someone asks an AI assistant for "the best dentist near me", it builds its answer from sources it trusts. Your visibility depends on what those sources say.

Signal 1

Reviews

Volume, recency, rating and replies on Google and the review sites AI reads. Unanswered negative reviews are a visible signal.

Signal 2

Listings

Consistent name, address, phone, hours and categories across maps and directories. Conflicting details lower confidence.

Signal 3

Trusted sources

Industry directories, local articles, "best of" lists and forum threads that AI cites. If they never mention you, AI rarely will.

A tracker shows you the result of these signals. MGMT Core works on all three, and the tracking shows whether it is working.

Side by side

Tracking vs tracking and fixing

CapabilityMGMT CoreStandalone AI tracker
Engines checkedChatGPT, Gemini, Google AI Overviews, Google AI Mode, Microsoft Copilot, PerplexityVaries by tool and plan
Questions tracked10 real customer questions per location, checked dailySet by you; usually limited by prompts or credits
Per-location viewYes, built around locationsUsually brand-level; locations via separate prompts
Competitors named insteadYesYes
Sources AI citedYesYes
Outreach to those sourcesMonthly, by your specialistYou do it
Listings correctedYes, 102-publisher networkNo
Reviews answeredEvery Google review; negatives followed up within one business dayNo
Score and reportingMonthly AI Visibility Score, report and 30-minute call per locationDashboards and exports
Price model$400 per location a month, $4,000 a year, $199 setupPer prompt, credit, seat or tier
The tools

The main types of AI visibility tool

Dedicated trackers

Profound, Otterly.AI and similar

Purpose-built platforms that run prompts across AI assistants and report brand mentions, share of voice and cited sources. Strong for brands with a marketing team to act on findings.

SEO suite add-ons

AI features in Semrush and Ahrefs

Large SEO platforms have added AI visibility reports alongside keyword and backlink data. Useful if you already pay for the suite and have an SEO specialist.

Managed

MGMT Core

Tracking per location plus the work: reviews, listings and source coverage, done by a named specialist and reported monthly. For businesses that want the outcome, not another dashboard.

Profound, Otterly.AI, Semrush and Ahrefs are trademarks of their respective owners. MGMT Core is not affiliated with them.

What happens monthly

How MGMT Core improves AI visibility

Daily checks

10 customer questions per location across six AI engines: named or not, who instead, which sources.

Fix the basics

Listings corrected everywhere and every Google review answered, so AI sees consistent, active signals.

Work the sources

Your specialist claims profiles and pitches the sites AI trusts, up to three a month per location.

Report and call

Your monthly AI Visibility Score, what changed, what we did and the one thing to do next.

No one can guarantee that an AI assistant will recommend a business. What we commit to is the tracking and the work. See Visibility AI for detail.

FAQs

Common questions

What is an AI visibility tool?

A tool that asks AI assistants such as ChatGPT, Gemini and Perplexity the questions your customers ask, then reports whether your business was named, which competitors were named and which websites the answer relied on.

How do I get my business recommended by ChatGPT?

Make sure the sources AI reads describe you accurately and well: consistent listings, recent reviews with replies, and mentions on the industry directories, articles and forums AI cites. Then track the same questions over time to see what changes.

Which AI engines does MGMT Core track?

ChatGPT, Google Gemini, Google AI Overviews, Google AI Mode, Microsoft Copilot and Perplexity, for 10 real customer questions per location, checked daily.

Can MGMT Core guarantee AI will recommend us?

No. No one controls what AI assistants say. We track it daily and do the work that influences it: listings, reviews and coverage on the sources AI trusts.

How can I see my AI visibility today?

Request an AI visibility audit. We run a real customer question for one of your locations across the AI engines and send you who was named, who was named instead and which sources were trusted.

Find out if AI recommends you

Tell us one location and the question your customers ask. We send back who AI names and why.