If you run a local business, or an agency managing several, you've probably landed here because a tool you already use doesn't quite answer the question you actually have: would ChatGPT recommend this business, and if not, why? Here's how two of the more commonly considered options, BrightLocal and Otterly.ai, approach that problem, and where each one tends to fall short for a local business specifically.
BrightLocal: a strong local SEO suite, built before AI answers mattered
BrightLocal has been a mainstay of local SEO for years, covering citation building, Google Business Profile management, rank tracking, and client reporting. If your job is classic local SEO, keeping listings consistent and tracking map pack position, it does that job well and has the track record to show for it.
Where it falls short is that it was built for a world where the output of local search was a ranked list, not a generated answer. It wasn't originally designed to test what ChatGPT, Gemini, or Google AI Overviews actually say when asked "best [category] near me," and its recent AI-related additions have arrived as add-ons to an existing rank-tracking product rather than a rebuild around how generative answers work. Some users have also said its credit-based pricing is harder to predict than a flat subscription, and that its standard client reports are thinner than agencies would like now that clients want AI visibility in the deliverable, not just rankings.
Otterly.ai: solid brand mention tracking, not local-business specific
Otterly.ai tracks whether and how often a brand gets mentioned in AI chat answers, which is useful for monitoring general brand presence in AI-generated responses. For a company trying to understand its overall footprint across assistants, that's a reasonable place to start.
Where it tends to fall short for a local business is specificity. It isn't built around geo-grid style testing, which means asking the same "best [category] in [city]" question across several neighborhoods or nearby towns to see where your visibility actually drops off. It also doesn't check how complete your Google Business Profile is, or connect a visibility problem back to a concrete cause you can fix, the way a local-first tool needs to. For a single-location business or a multi-location chain, that missing layer is often the whole reason to run a tool in the first place. You don't only want to know whether you were mentioned. You want to know why not, and what to fix first.
What does a local-first alternative look like?
The businesses that get the most out of AI visibility tracking are usually asking a narrower question than either of these tools was built to answer. For my exact category, in my exact city or neighborhood, across the assistants my customers actually use, do I get named? And if not, which of the things I can fix is holding me back: my Google profile, my reviews, my presence on the sources AI cites, or my structured data?
That's the question I built LocalSeen.ai to answer. It scans ChatGPT, Claude, Gemini, and Google AI Overviews daily, with Claude and Gemini answering via live web search in the weekly full sweep, using geo-grid style local queries. It checks your Google Business Profile alongside the scan and shows you which competitor is getting the recommendation and why, instead of only confirming whether a mention happened. My playbook for getting recommended by ChatGPT walks through the same fixes the tool tracks, and the GEO vs SEO explainer covers how this differs from the rank tracking BrightLocal and similar suites already do well.
Which tools actually track Claude?
This is a check we added in August 2026, and the result surprised me. Of the tools in this space, only LocalSeen.ai includes Claude in its standard product.
This matters because your customers don't all use the same assistant. If your visibility tool skips Claude, the "best [category] near me" answers your customers get there go unwatched. I keep a feature-by-feature breakdown on the comparison pages if you want the details.
Choosing between them
If your work is still mostly classic local SEO, citations, and map pack rank, BrightLocal remains a capable general-purpose tool. If you need a lightweight read on overall brand mentions across AI chat, Otterly covers that reasonably well. If the question you keep coming back to is whether ChatGPT would recommend your specific business in your specific city, and what to fix if it wouldn't, that's a narrower and newer problem, and it's the one LocalSeen.ai was built for.
If you'd like to see where you stand before you decide, run your first scan and get a direct answer instead of a proxy for one.