Key takeaways
- BrightLocal is the cheapest and most transparent option, with public pricing, a 14-day free trial and a cap of 20 prompts per location. It tracks only ChatGPT, Google AI Mode and Google AI Overviews.
- Yext Scout fits enterprises that already want structured data distributed through the Knowledge Graph. Pricing is sales-led and not public.
- Birdeye AI Search suits multi-location brands that want reviews, listings, social and AI visibility in one system. It covers the widest set of AI platforms of the three (seven, as reported).
- Every comparison page I could find for these three tools is written by one of the vendors. I found no independent head-to-head test, so treat the claims below as claims.
- Local AI visibility is per-location. A brand can look fine overall and still be invisible in one city.
Why local AI visibility is its own problem
Generic AI visibility trackers ask one question: does my brand show up when someone asks ChatGPT about my category? Local businesses have a harder one. The answer changes by neighborhood, by location page, by which directory has your correct hours.
BrightLocal's 2026 Consumer Survey puts numbers on why this matters. 58% of consumers have used AI to find or get a recommendation for a local business (n=1,164), and AI is now the fourth most common place to start a local search. Only 18% contact an AI-recommended business directly, and 75% of AI users head to Google to verify first (n=673). So AI recommendation is a discovery step, and your Google Business Profile and reviews still do the closing. That is BrightLocal's own survey, so weigh it accordingly.
What AI cites matters too. Promptwatch's data on ChatGPT citations by content type (Sep 28 to Oct 4, 2026) shows product pages at 22.4% of classified citations and landing pages at 16.8%, so roughly 39% of citations go to pages describing what a company sells. Reviews are 1.7% overall but rise to 5.6% for branded prompts. For a local business, the translation is simple: complete location pages, accurate listings and review profiles are your citation surface. All three tools below try to help you manage that surface, just from different directions.
The three tools at a glance
Yext Scout
| Birdeye AI Search | BrightLocal Local AI Visibility Tracker | Yext Scout | |
|---|---|---|---|
| Core identity | Reviews, CX and listings platform with AI visibility added | Local SEO toolkit with AI visibility added | Knowledge Graph and listings platform with an AI visibility agent |
| AI surfaces tracked | ChatGPT, Gemini, Claude, Perplexity, AI Overviews, AI Mode, Grok (per Yext's page) | ChatGPT, Google AI Mode, Google AI Overviews | Google Search, Maps, AI Overviews, plus ChatGPT, Gemini, Claude, Perplexity |
| Prompt limits | None documented | Up to 20 per location | None documented |
| Execution | AI agents for reviews, listings, social | Citation Builder, DIY or agency | Action Center agents plus Knowledge Graph |
| Pricing | Quote-based, annual contracts reported by users | Public, from $31/mo annual per location | Demo and sales-led |
| Best for | Multi-location brands wanting CX plus AI visibility | SMBs and agencies | Enterprises needing structured data distribution |
A naming note: Birdeye's product page now says "AI Search", while "Search AI" shows up on older pages. Same product.
BrightLocal Local AI Visibility Tracker
BrightLocal launched this around September 2026, and it is the most approachable of the three. You add a location, BrightLocal suggests prompts based on the business category, and you edit them. Up to 20 prompts per location. You get a 0 to 100 score, split by platform and by prompt.
What I like: it handles both branded and unbranded prompts, auto-detects competitors with mention rate, share of voice and average position, and includes an AI sources leaderboard that shows which domains and directories AI cites for your category. Citation gaps route straight into Citation Builder, which is the part that makes it more than a dashboard. You see a directory missing your listing, and the fix is one click away. The AI-powered action items explain in plain English why a competitor outranks you.
What I'd flag: coverage is three surfaces. No Gemini, Perplexity or Claude. If your customers skew toward Perplexity (travel, tech-forward demographics), that is a real gap. Twenty prompts per location also limits how deep you can go on a multi-service business.
BrightLocal pricing
Pricing is public, which already sets it apart. Single-location plans:
| Plan | Monthly | Annual (per month) |
|---|---|---|
| Track | $41 | $369/yr ($31) |
| Manage | $54 | $485/yr ($40) |
| Grow | $65 | $584/yr ($49) |
Multi-location scales up: 11 to 20 locations runs $104 to $197 a month on monthly billing, and 91 to 100 locations is $524 to $989. Annual billing saves 25%, and you can switch between monthly and annual. BrightLocal says there is "no extra subscription" for the AI visibility feature, but I could not confirm which plan tier includes it. Check the pricing page before assuming the $31 plan covers it.
BrightLocal also pitches itself against Yext as a "subscription rental" model, where you own your listing data with BrightLocal and lose the benefit if you leave Yext. Fair marketing line, and also worth testing in a contract conversation.
Yext Scout
Scout is the heaviest platform here in terms of data. Yext cites 10B+ competitive signals, 12M+ locations across 189 countries and 150 visibility metrics. The distinctive feature is Win Rate: a head-to-head comparison against your 20 closest competitors, split across Overall, AI and Google search. Queries run from each location's actual coordinates, and Scout surfaces competitors you did not configure, which is useful because your real local rivals are rarely the ones in your slide deck.
Other pieces: sentiment themes (recurring complaints like long wait times), citation tracking, a Visibility Score, a mobile app, and an MCP/API layer that exposes Win Rate, citation share by model and competitor benchmarks to MCP-compatible tools, with read and write access to Knowledge Graph, Listings and Reviews. A new addition is creating brand and third-party content to improve AI visibility.
The real argument for Scout is the platform underneath. Yext distributes to 200+ publishers and to LLMs including OpenAI, and uses Match & Lock for duplicate suppression. Yext claims pages with Brand Certified Facts earned up to 9% more Gemini citations, and that 86% of 6.8M analysed AI citations come from sources brands control. Those are Yext's own numbers, so read them as a pitch for owning your data rather than a neutral finding.
The downsides are the usual enterprise ones. Pricing is not public. Birdeye's alternatives page argues Scout's hybrid focus, mixing Google rankings with AI results, dilutes an AI-first strategy, though that comes from a competitor. One more thing: Birdeye's page lists Grok as a Scout platform, but Yext's own pages do not. Treat Grok as unverified for Scout.
I also saw a LinkedIn snippet quoting $189/mo for 100 prompts. It appeared in a Scout alternatives article but is most likely about a different tool, so ignore it for Scout.
Birdeye AI Search
Birdeye comes at this from reviews and customer experience. AI Search tracks Visibility Score and Share of Voice at brand and location level, across ChatGPT, Gemini, Claude, Perplexity, AI Overviews, AI Mode and Grok, based on prompts and themes you configure, scanned weekly or monthly. That platform list comes from Yext's competing page, so Birdeye's own product page is worth checking.
Its bet is that visibility and operations belong together. Birdeye describes AI Coworkers (Jay for marketing, Myna for operations, Robin for customer experience) orchestrating 27 agents, with native listings integrations for Google, Facebook, Apple, Yelp and Bing, 100+ other sites, and 3,000+ integrations. Its MCP exposes reviews, listings, surveys, social, ticketing and AI Search results. The pitch for a 300-location brand: see that location 114 never appears in AI answers, then let agents fix the listing, push for reviews and update the local page.
Birdeye targets brands from dozens to thousands of locations, and its own best-of article says 100 to 10,000+. Its own cons section admits it may be more than a small single-location business needs. Agree. Pricing is custom, based on location count, products and activated agents, and users report annual contracts. Expect a sales process.
Head-to-head by what you actually care about
Platform coverage
Birdeye is widest at seven surfaces as reported. Yext covers Google surfaces plus four LLMs. BrightLocal covers three. If Claude and Perplexity matter to your customers, BrightLocal is the one that will leave you blind.
Depth of measurement
Yext has the most elaborate metrics layer (Win Rate, 150 metrics, coordinate-level queries). BrightLocal has a clean score and a useful sources leaderboard. Birdeye gives Visibility Score and Share of Voice by location. For a franchise operator with 400 locations, the ability to benchmark each location against local rivals matters more than a pretty overall score.
Execution
This is where the three diverge most.
- BrightLocal: you or your agency act on gaps, mostly through Citation Builder. Human in the loop, cheap, slower at scale.
- Yext: the Knowledge Graph pushes verified data out, and Action Center agents can update listings, correct business information, respond to reviews and manage social content. Yext says humans stay in control.
- Birdeye: agents on reviews, listings and social, tied to a messaging and CX stack.
Pricing transparency
BrightLocal wins outright. For the other two, budget for a sales cycle and ask for pricing by location count. The RightResponse AI blog (a competitor of both Birdeye and BrightLocal, so not neutral) cites BrightLocal at $29 to $59 a month per location, which is slightly different from the current pricing page. Go with the page.
Which should you choose?
| Your situation | Pick |
|---|---|
| 1 to 20 locations, tight budget, want to see where you stand this week | BrightLocal |
| Agency managing local clients, wants white-label reporting and resellable citations | BrightLocal |
| Enterprise brand where listing accuracy and structured data are the core problem | Yext Scout |
| Already running the Yext Knowledge Graph | Yext Scout |
| Franchise or multi-location brand wanting reviews, messaging, social and AI visibility under one roof | Birdeye AI Search |
| Need coverage of Claude, Gemini and Perplexity per location | Birdeye or Yext |
My blunt take: if you have fewer than about 20 locations, start with BrightLocal's 14-day trial (no credit card) and see what your score looks like before you sit through an enterprise demo. If the score is fine and the gaps are mostly missing citations, you may never need more. If you run hundreds of locations and your pain is operational (inconsistent data, review backlogs, no one owning local pages), the enterprise platforms earn their price.
Questions to ask in the demo
- Which AI surfaces do you scan, how often, and from what real interface or API?
- Is the per-location score based on queries run from that location's coordinates?
- What is the prompt cap per location, and does it change by plan?
- What can your agents change without approval, and what is logged?
- What happens to my listing data if I cancel?
- What is the contract length, and is pricing per location, per agent, or both?
If your problem is broader than local
These three are built around locations. If you are a brand where AI visibility is about your site and content rather than store pages, a general platform fits better. Promptwatch tracks real AI interfaces across ChatGPT, Gemini, Perplexity and others, and can also pin monitors to exact coordinates for local queries on its Business tier.
For more options, the GEO software directory at bestgeosoftware.com lists dozens of alternatives. In the same space, SOCi, Reputation.com, Chatmeter and Synup also compete for multi-location teams.
Bottom line
The three tools solve different layers of the same problem. BrightLocal is a measurement-plus-citations tool you can afford on day one. Yext Scout is a data-distribution platform with an AI visibility agent on top. Birdeye is a CX platform that added AI visibility so agents can fix what the dashboard finds. Pick based on location count and which operational problem is actually hurting you, then insist on a trial or a scoped pilot, since the only comparisons available today come from the vendors themselves.